{"status":"ok","category":{"id":"422e51c8-8e68-40f7-b07d-f44f33f3373b","slug":"ai-coding-assistants","label":"AI coding assistants"},"window":{"weeks":4,"from":"2026-08-21T19:07:33.545Z","to":"2026-09-18T19:07:33.545Z","prior_from":"2026-07-24T19:07:33.545Z"},"sample_size":72,"prior_sample_size":72,"independent_sample_size":72,"prior_independent_sample_size":72,"min_sample":20,"engine_samples":{"grok":{"runs":8,"last_run_at":"2026-09-07T07:09:41.956578+00:00"},"gemini":{"runs":16,"last_run_at":"2026-09-07T07:09:25.673886+00:00"},"openai":{"runs":16,"last_run_at":"2026-09-07T07:09:17.993587+00:00"},"anthropic":{"runs":16,"last_run_at":"2026-09-08T06:01:16.935982+00:00"},"perplexity":{"runs":16,"last_run_at":"2026-09-07T07:09:10.590312+00:00"}},"volatility":{"score":null},"integrity":null,"entries":[{"index_product_id":"1fc4f425-a2aa-4d4b-85db-814613dce659","name":"GitHub Copilot","domain":null,"recommendation_share":70.8,"ci_low":59.5,"ci_high":80.1,"mention_runs":51,"first_rec_runs":19,"first_rec_rate":37.3,"avg_position":3.3,"all_mention_runs":58,"mention_rate":80.6,"mention_breakdown":{"legacy":0,"listed":21,"context":7,"recommended":30,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":87.5,"mentions":7},"gemini":{"runs":16,"share":81.3,"mentions":13},"openai":{"runs":16,"share":62.5,"mentions":10},"anthropic":{"runs":16,"share":62.5,"mentions":10},"perplexity":{"runs":16,"share":68.8,"mentions":11}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.9,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best AI coding assistant for software developers","share":100,"mentions":9,"runs":9}},{"index_product_id":"3e7e4482-74c7-4804-acf9-bdebc5f75746","name":"Cursor","domain":"cursor.sh","recommendation_share":70.8,"ci_low":59.5,"ci_high":80.1,"mention_runs":51,"first_rec_runs":16,"first_rec_rate":31.4,"avg_position":4.2,"all_mention_runs":58,"mention_rate":80.6,"mention_breakdown":{"legacy":0,"listed":14,"context":7,"recommended":37,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":100,"mentions":8},"gemini":{"runs":16,"share":50,"mentions":8},"openai":{"runs":16,"share":62.5,"mentions":10},"anthropic":{"runs":16,"share":87.5,"mentions":14},"perplexity":{"runs":16,"share":68.8,"mentions":11}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.9,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best AI coding assistant for software developers","share":100,"mentions":9,"runs":9}},{"index_product_id":"baadd4f6-491a-4d85-a499-dc1e89c1e207","name":"VS Code","domain":"code.visualstudio.com","recommendation_share":58.3,"ci_low":46.8,"ci_high":69,"mention_runs":42,"first_rec_runs":16,"first_rec_rate":38.1,"avg_position":3.6,"all_mention_runs":51,"mention_rate":70.8,"mention_breakdown":{"legacy":0,"listed":20,"context":9,"recommended":22,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":100,"mentions":8},"gemini":{"runs":16,"share":75,"mentions":12},"openai":{"runs":16,"share":62.5,"mentions":10},"anthropic":{"runs":16,"share":31.3,"mentions":5},"perplexity":{"runs":16,"share":43.8,"mentions":7}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":7.5,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best AI tool for autocomplete and code suggestions in VS Code","share":100,"mentions":9,"runs":9}},{"index_product_id":"5c51df4b-cedf-4cf7-ba40-b2e842e4b847","name":"Claude Code","domain":"claude.com","recommendation_share":44.4,"ci_low":33.5,"ci_high":55.9,"mention_runs":32,"first_rec_runs":6,"first_rec_rate":18.8,"avg_position":4.5,"all_mention_runs":35,"mention_rate":48.6,"mention_breakdown":{"legacy":0,"listed":7,"context":3,"recommended":25,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":75,"mentions":6},"gemini":{"runs":16,"share":25,"mentions":4},"openai":{"runs":16,"share":50,"mentions":8},"anthropic":{"runs":16,"share":43.8,"mentions":7},"perplexity":{"runs":16,"share":43.8,"mentions":7}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"chat-on-web-ios-android-and-desktop","value":"Chat on web, iOS, Android and Desktop"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"claude-code","value":"Claude Code"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"claude-cowork","value":"Claude Cowork"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"claude-design","value":"Claude Design"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"claude-science","value":"Claude Science"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"generate-code-and-visualize-data","value":"Generate code and visualize data"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"write-edit-and-create-content","value":"Write, edit, and create content"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"ability-to-search-the-web","value":"Ability to search the web"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"memory-across-conversations","value":"Memory across conversations"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"create-files-and-execute-code","value":"Create files and execute code"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"desktop-extensions","value":"Desktop extensions"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"extended-thinking-for-complex-work","value":"Extended thinking for complex work"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"slack","value":"Slack"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"google-workspace","value":"Google Workspace"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"microsoft-365","value":"Microsoft 365"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"microsoft-outlook","value":"Microsoft Outlook"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"web","value":"Web"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"ios","value":"iOS"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"android","value":"Android"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"desktop","value":"Desktop"},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"pro","plan":"Pro","annual_usd":200,"monthly_usd":20},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"free","plan":"Free","free_tier":true,"monthly_usd":0},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"team-standard-seat","plan":"Team Standard seat","annual_usd":20,"monthly_usd":25},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"team-premium-seat","plan":"Team Premium seat","annual_usd":100,"monthly_usd":125},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"enterprise","plan":"Enterprise","monthly_usd":20},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"max","plan":"Max","monthly_usd":100},"source_url":"https://claude.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]},"best_for":{"prompt":"which AI coding assistant is best for solo developers vs large teams","share":100,"mentions":9,"runs":9}},{"index_product_id":"0fdebd6f-adb2-4704-a2f9-ab199e8dc3ac","name":"Continue","domain":"continue.dev","recommendation_share":36.1,"ci_low":26,"ci_high":47.6,"mention_runs":26,"first_rec_runs":7,"first_rec_rate":26.9,"avg_position":5,"all_mention_runs":28,"mention_rate":38.9,"mention_breakdown":{"legacy":0,"listed":13,"context":2,"recommended":13,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":50,"mentions":4},"gemini":{"runs":16,"share":37.5,"mentions":6},"openai":{"runs":16,"share":31.3,"mentions":5},"anthropic":{"runs":16,"share":31.3,"mentions":5},"perplexity":{"runs":16,"share":37.5,"mentions":6}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight alternatives to the leading AI code completion tools","share":100,"mentions":9,"runs":9}},{"index_product_id":"2c9a8536-4397-47a6-ab4e-d7603cbfe1dc","name":"Tabnine","domain":"tabnine.com","recommendation_share":34.7,"ci_low":24.8,"ci_high":46.2,"mention_runs":25,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.3,"all_mention_runs":31,"mention_rate":43.1,"mention_breakdown":{"legacy":0,"listed":12,"context":6,"recommended":13,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":62.5,"mentions":10},"anthropic":{"runs":16,"share":37.5,"mentions":6},"perplexity":{"runs":16,"share":50,"mentions":8}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":2.5,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best AI tool for autocomplete and code suggestions in VS Code","share":77.8,"mentions":7,"runs":9}},{"index_product_id":"b9847f6b-40bc-48bf-bc25-b2c01fbd9f9b","name":"Codeium","domain":"codeium.com","recommendation_share":33.3,"ci_low":23.5,"ci_high":44.8,"mention_runs":24,"first_rec_runs":1,"first_rec_rate":4.2,"avg_position":6.2,"all_mention_runs":28,"mention_rate":38.9,"mention_breakdown":{"legacy":0,"listed":15,"context":4,"recommended":9,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":62.5,"mentions":5},"gemini":{"runs":16,"share":68.8,"mentions":11},"anthropic":{"runs":16,"share":25,"mentions":4},"perplexity":{"runs":16,"share":25,"mentions":4}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight alternatives to the leading AI code completion tools","share":77.8,"mentions":7,"runs":9}},{"index_product_id":"b21191ad-6f91-47b3-9f66-496ca7e10d5a","name":"Aider","domain":"aider.chat","recommendation_share":29.2,"ci_low":19.9,"ci_high":40.5,"mention_runs":21,"first_rec_runs":2,"first_rec_rate":9.5,"avg_position":6.5,"all_mention_runs":23,"mention_rate":31.9,"mention_breakdown":{"legacy":0,"listed":18,"context":2,"recommended":3,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":62.5,"mentions":5},"gemini":{"runs":16,"share":37.5,"mentions":6},"openai":{"runs":16,"share":12.5,"mentions":2},"anthropic":{"runs":16,"share":25,"mentions":4},"perplexity":{"runs":16,"share":25,"mentions":4}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.6,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open source alternatives to expensive AI coding assistants","share":100,"mentions":9,"runs":9}},{"index_product_id":"cf23f2d5-621c-46d0-9096-4840ff5feb4a","name":"JetBrains","domain":null,"recommendation_share":26.4,"ci_low":17.6,"ci_high":37.6,"mention_runs":19,"first_rec_runs":5,"first_rec_rate":26.3,"avg_position":5.1,"all_mention_runs":32,"mention_rate":44.4,"mention_breakdown":{"legacy":0,"listed":12,"context":13,"recommended":7,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":50,"mentions":4},"gemini":{"runs":16,"share":56.3,"mentions":9},"openai":{"runs":16,"share":31.3,"mentions":5},"anthropic":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open source alternatives to expensive AI coding assistants","share":100,"mentions":9,"runs":9}},{"index_product_id":"01595f1b-801e-470c-91dc-190549bdc1c4","name":"Tabby","domain":"tabbyml.com","recommendation_share":22.2,"ci_low":14.2,"ci_high":33.1,"mention_runs":16,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.2,"all_mention_runs":17,"mention_rate":23.6,"mention_breakdown":{"legacy":0,"listed":9,"context":1,"recommended":7,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":25,"mentions":2},"gemini":{"runs":16,"share":25,"mentions":4},"openai":{"runs":16,"share":18.8,"mentions":3},"anthropic":{"runs":16,"share":31.3,"mentions":5},"perplexity":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.1,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open source alternatives to expensive AI coding assistants","share":77.8,"mentions":7,"runs":9}},{"index_product_id":"ddf8614e-dc13-41ae-b011-f20c93aebe84","name":"Windsurf","domain":"windsurf.com","recommendation_share":20.8,"ci_low":13.1,"ci_high":31.6,"mention_runs":15,"first_rec_runs":1,"first_rec_rate":6.7,"avg_position":7.5,"all_mention_runs":24,"mention_rate":33.3,"mention_breakdown":{"legacy":0,"listed":9,"context":9,"recommended":6,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":50,"mentions":4},"gemini":{"runs":16,"share":25,"mentions":4},"anthropic":{"runs":16,"share":37.5,"mentions":6},"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.8,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight alternatives to the leading AI code completion tools","share":66.7,"mentions":6,"runs":9}},{"index_product_id":"38a899b9-5cfa-4dc1-aa27-c31163ecab13","name":"Cline","domain":"cline.bot","recommendation_share":19.4,"ci_low":12,"ci_high":30,"mention_runs":14,"first_rec_runs":1,"first_rec_rate":7.1,"avg_position":6.8,"all_mention_runs":15,"mention_rate":20.8,"mention_breakdown":{"legacy":0,"listed":9,"context":1,"recommended":5,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":62.5,"mentions":5},"gemini":{"runs":16,"share":18.8,"mentions":3},"openai":{"runs":16,"share":12.5,"mentions":2},"anthropic":{"runs":16,"share":12.5,"mentions":2},"perplexity":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.5,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open source alternatives to expensive AI coding assistants","share":100,"mentions":9,"runs":9}},{"index_product_id":"916f50ad-204f-46bc-8cef-1ded64be9285","name":"Gemini Code Assist","domain":"codeassist.google","recommendation_share":18.1,"ci_low":10.9,"ci_high":28.5,"mention_runs":13,"first_rec_runs":0,"first_rec_rate":0,"avg_position":10.5,"all_mention_runs":16,"mention_rate":22.2,"mention_breakdown":{"legacy":0,"listed":11,"context":3,"recommended":2,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":62.5,"mentions":10},"openai":{"runs":16,"share":6.3,"mentions":1},"anthropic":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.4,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open source alternatives to expensive AI coding assistants","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","domain":"ollama.com","recommendation_share":16.7,"ci_low":9.8,"ci_high":26.9,"mention_runs":12,"first_rec_runs":7,"first_rec_rate":58.3,"avg_position":2.1,"all_mention_runs":16,"mention_rate":22.2,"mention_breakdown":{"legacy":0,"listed":8,"context":4,"recommended":4,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":37.5,"mentions":3},"gemini":{"runs":16,"share":18.8,"mentions":3},"openai":{"runs":16,"share":18.8,"mentions":3},"anthropic":{"runs":16,"share":18.8,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"run-models-locally","value":"Run models locally"},"source_url":"https://ollama.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"access-to-starter-models","value":"Access to starter models"},"source_url":"https://ollama.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"run-multiple-models-concurrently","value":"Run multiple models concurrently"},"source_url":"https://ollama.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"fast-mode","value":"Fast mode"},"source_url":"https://ollama.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"model-access-controls","value":"Model access controls"},"source_url":"https://ollama.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"tool-calling","value":"Tool calling"},"source_url":"https://ollama.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"vs-code","value":"VS Code"},"source_url":"https://ollama.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"codex","value":"Codex"},"source_url":"https://ollama.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"claude-code","value":"Claude Code"},"source_url":"https://ollama.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"n8n","value":"n8n"},"source_url":"https://ollama.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"free","plan":"Free","free_tier":true,"monthly_usd":0},"source_url":"https://ollama.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"pro","plan":"Pro","annual_usd":200,"monthly_usd":20},"source_url":"https://ollama.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"max","plan":"Max","monthly_usd":100},"source_url":"https://ollama.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"team","plan":"Team","monthly_usd":500},"source_url":"https://ollama.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]},"best_for":{"prompt":"open source alternatives to expensive AI coding assistants","share":88.9,"mentions":8,"runs":9}},{"index_product_id":"8e13e66c-70f7-417f-a514-fa72dee2b76f","name":"AWS","domain":"aws.amazon.com","recommendation_share":15.3,"ci_low":8.8,"ci_high":25.3,"mention_runs":11,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.5,"all_mention_runs":13,"mention_rate":18.1,"mention_breakdown":{"legacy":0,"listed":6,"context":2,"recommended":5,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":43.8,"mentions":7},"anthropic":{"runs":16,"share":12.5,"mentions":2},"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"private-pricing","value":"Private Pricing"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"aws-pricing-calculator","value":"AWS Pricing Calculator"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"over-240-comprehensive-services","value":"over 240 comprehensive services"},"source_url":"https://aws.amazon.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"pay-as-you-go-approach-for-pricing","value":"pay-as-you-go approach for pricing"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"savings-plans","value":"Savings Plans"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"volume-based-discounts","value":"volume based discounts"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]},"best_for":{"prompt":"best AI coding assistant for software developers","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"b15445fb-bad2-4115-b3da-872b8887d1e2","name":"Cody","domain":null,"recommendation_share":15.3,"ci_low":8.8,"ci_high":25.3,"mention_runs":11,"first_rec_runs":0,"first_rec_rate":0,"avg_position":10.8,"all_mention_runs":13,"mention_rate":18.1,"mention_breakdown":{"legacy":0,"listed":7,"context":2,"recommended":4,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":43.8,"mentions":7},"anthropic":{"runs":16,"share":6.3,"mentions":1},"perplexity":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":2.5,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"which AI coding assistant is best for solo developers vs large teams","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"e06138a5-97a2-4e86-9a28-fc05e4d5a5a4","name":"Git","domain":"git-scm.com","recommendation_share":13.9,"ci_low":7.7,"ci_high":23.7,"mention_runs":10,"first_rec_runs":2,"first_rec_rate":20,"avg_position":5.9,"all_mention_runs":14,"mention_rate":19.4,"mention_breakdown":{"legacy":0,"listed":10,"context":4,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":25,"mentions":2},"gemini":{"runs":16,"share":25,"mentions":4},"openai":{"runs":16,"share":12.5,"mentions":2},"anthropic":{"runs":16,"share":6.3,"mentions":1},"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.9,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"distributed-version-control","value":"distributed version control"},"source_url":"https://git-scm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"speed-and-efficiency","value":"speed and efficiency"},"source_url":"https://git-scm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"git","plan":"Git","free_tier":true},"source_url":"https://git-scm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]},"best_for":{"prompt":"open source alternatives to expensive AI coding assistants","share":88.9,"mentions":8,"runs":9}},{"index_product_id":"f4b1e6f0-b496-43b6-b438-570c4a9ff39e","name":"Amazon Q Developer","domain":null,"recommendation_share":13.9,"ci_low":7.7,"ci_high":23.7,"mention_runs":10,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":12,"mention_rate":16.7,"mention_breakdown":{"legacy":0,"listed":5,"context":2,"recommended":5,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":50,"mentions":8},"anthropic":{"runs":16,"share":6.3,"mentions":1},"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.4,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best AI coding assistant for software developers","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"42c409f3-47ef-4fdb-8a32-2b7e3229e9a8","name":"Sourcegraph","domain":"sourcegraph.com","recommendation_share":12.5,"ci_low":6.7,"ci_high":22.1,"mention_runs":9,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11.8,"all_mention_runs":9,"mention_rate":12.5,"mention_breakdown":{"legacy":0,"listed":5,"context":0,"recommended":4,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":43.8,"mentions":7},"anthropic":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":0,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"which AI coding assistant is best for solo developers vs large teams","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"ce34ac0a-c2d5-4111-9771-13ffcbc94844","name":"Django","domain":"djangoproject.com","recommendation_share":11.1,"ci_low":5.7,"ci_high":20.4,"mention_runs":8,"first_rec_runs":3,"first_rec_rate":37.5,"avg_position":1.6,"all_mention_runs":9,"mention_rate":12.5,"mention_breakdown":{"legacy":0,"listed":3,"context":1,"recommended":5,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":12.5,"mentions":2},"openai":{"runs":16,"share":6.3,"mentions":1},"anthropic":{"runs":16,"share":12.5,"mentions":2},"perplexity":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.5,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"object-relational-mapper","value":"Object-relational mapper"},"source_url":"https://www.djangoproject.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"automatic-admin-interface","value":"Automatic admin interface"},"source_url":"https://www.djangoproject.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"robust-template-system","value":"Robust template system"},"source_url":"https://www.djangoproject.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"quick-internationalization","value":"Quick internationalization"},"source_url":"https://www.djangoproject.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"web","value":"Web"},"source_url":"https://www.djangoproject.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]},"best_for":{"prompt":"what AI coding tool should I use for Python development","share":88.9,"mentions":8,"runs":9}},{"index_product_id":"20c0af1f-5f21-4bd6-a7b1-46c0c8795c47","name":"OpenCode","domain":null,"recommendation_share":9.7,"ci_low":4.8,"ci_high":18.7,"mention_runs":7,"first_rec_runs":6,"first_rec_rate":85.7,"avg_position":1.1,"all_mention_runs":9,"mention_rate":12.5,"mention_breakdown":{"legacy":0,"listed":3,"context":2,"recommended":4,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":12.5,"mentions":2},"openai":{"runs":16,"share":6.3,"mentions":1},"anthropic":{"runs":16,"share":6.3,"mentions":1},"perplexity":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":0.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open source alternatives to expensive AI coding assistants","share":88.9,"mentions":8,"runs":9}},{"index_product_id":"b1b5332e-6a11-4a4b-9ad2-ebb7c836ad15","name":"PyCharm","domain":null,"recommendation_share":9.7,"ci_low":4.8,"ci_high":18.7,"mention_runs":7,"first_rec_runs":2,"first_rec_rate":28.6,"avg_position":3.2,"all_mention_runs":9,"mention_rate":12.5,"mention_breakdown":{"legacy":0,"listed":3,"context":2,"recommended":4,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":18.8,"mentions":3},"anthropic":{"runs":16,"share":12.5,"mentions":2},"perplexity":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":5.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what AI coding tool should I use for Python development","share":66.7,"mentions":6,"runs":9}},{"index_product_id":"24491b17-5124-4d77-86f7-46dae4ed7fff","name":"Visual Studio","domain":"visualstudio.microsoft.com","recommendation_share":9.7,"ci_low":4.8,"ci_high":18.7,"mention_runs":7,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":13,"mention_rate":18.1,"mention_breakdown":{"legacy":0,"listed":4,"context":6,"recommended":3,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":18.8,"mentions":3},"openai":{"runs":16,"share":6.3,"mentions":1},"anthropic":{"runs":16,"share":12.5,"mentions":2},"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":2.5,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best AI tool for autocomplete and code suggestions in VS Code","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"01683184-1b11-43ba-82d8-c423ff3a39da","name":"Supermaven","domain":"supermaven.com","recommendation_share":8.3,"ci_low":3.9,"ci_high":17,"mention_runs":6,"first_rec_runs":2,"first_rec_rate":33.3,"avg_position":3.8,"all_mention_runs":7,"mention_rate":9.7,"mention_breakdown":{"legacy":0,"listed":4,"context":1,"recommended":2,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":6.3,"mentions":1},"anthropic":{"runs":16,"share":18.8,"mentions":3},"perplexity":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.8,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight alternatives to the leading AI code completion tools","share":55.6,"mentions":5,"runs":9}},{"index_product_id":"5256a434-5f90-4f89-bc30-23490bd84454","name":"Kilo","domain":"kilo.ai","recommendation_share":8.3,"ci_low":3.9,"ci_high":17,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.7,"all_mention_runs":16,"mention_rate":22.2,"mention_breakdown":{"legacy":0,"listed":6,"context":10,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":25,"mentions":4},"anthropic":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.9,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best AI tool for autocomplete and code suggestions in VS Code","share":77.8,"mentions":7,"runs":9}},{"index_product_id":"13552447-4827-42ea-9c90-6c96b95a489b","name":"IntelliCode","domain":null,"recommendation_share":8.3,"ci_low":3.9,"ci_high":17,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.8,"all_mention_runs":6,"mention_rate":8.3,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":4,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":12.5,"mentions":2},"anthropic":{"runs":16,"share":12.5,"mentions":2},"perplexity":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.8,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight alternatives to the leading AI code completion tools","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"942a010f-3fe3-481f-87da-1b5c6ca24cf8","name":"OpenHands","domain":null,"recommendation_share":8.3,"ci_low":3.9,"ci_high":17,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6.6,"all_mention_runs":7,"mention_rate":9.7,"mention_breakdown":{"legacy":0,"listed":4,"context":1,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":12.5,"mentions":2},"openai":{"runs":16,"share":6.3,"mentions":1},"anthropic":{"runs":16,"share":6.3,"mentions":1},"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open source alternatives to expensive AI coding assistants","share":77.8,"mentions":7,"runs":9}},{"index_product_id":"24a55f82-241d-429f-918c-1bb15699d0b5","name":"Augment Code","domain":"augmentcode.com","recommendation_share":8.3,"ci_low":3.9,"ci_high":17,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7.8,"all_mention_runs":19,"mention_rate":26.4,"mention_breakdown":{"legacy":0,"listed":4,"context":13,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":12.5,"mentions":2},"anthropic":{"runs":16,"share":6.3,"mentions":1},"perplexity":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.9,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"which AI coding assistant is best for solo developers vs large teams","share":66.7,"mentions":6,"runs":9}},{"index_product_id":"b7070208-397e-4132-a603-e5f270a34b0b","name":"Sourcegraph Cody","domain":null,"recommendation_share":8.3,"ci_low":3.9,"ci_high":17,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":13.8,"all_mention_runs":6,"mention_rate":8.3,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":3,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":31.3,"mentions":5},"anthropic":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"which AI coding assistant is best for solo developers vs large teams","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"2252cfaa-a341-4e90-824e-5103b47205b6","name":"Zed","domain":null,"recommendation_share":6.9,"ci_low":3,"ci_high":15.2,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":2.3,"all_mention_runs":6,"mention_rate":8.3,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":3,"warned_against":0},"per_engine":{"openai":{"runs":16,"share":12.5,"mentions":2},"anthropic":{"runs":16,"share":18.8,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":2.2,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight alternatives to the leading AI code completion tools","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"23396917-bb2f-4495-badd-eb43e5b45734","name":"Devin","domain":null,"recommendation_share":6.9,"ci_low":3,"ci_high":15.2,"mention_runs":5,"first_rec_runs":1,"first_rec_rate":20,"avg_position":4.2,"all_mention_runs":6,"mention_rate":8.3,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":3,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":6.3,"mentions":1},"anthropic":{"runs":16,"share":6.3,"mentions":1},"perplexity":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.5,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best AI coding assistant for software developers","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"d6481b7a-49f9-4cb5-948e-8cd7d4450cd5","name":"Refact.ai","domain":"refact.ai","recommendation_share":6.9,"ci_low":3,"ci_high":15.2,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.8,"all_mention_runs":5,"mention_rate":6.9,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":2,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":18.8,"mentions":3},"perplexity":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":0.6,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight alternatives to the leading AI code completion tools","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","domain":"microsoft.com","recommendation_share":5.6,"ci_low":2.2,"ci_high":13.4,"mention_runs":4,"first_rec_runs":1,"first_rec_rate":25,"avg_position":3.3,"all_mention_runs":11,"mention_rate":15.3,"mention_breakdown":{"legacy":0,"listed":2,"context":7,"recommended":2,"warned_against":0},"per_engine":{"openai":{"runs":16,"share":6.3,"mentions":1},"anthropic":{"runs":16,"share":12.5,"mentions":2},"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":0.6,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"cloud-storage","value":"cloud storage"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"advanced-security","value":"advanced security"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"microsoft-copilot","value":"Microsoft Copilot"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"online-meetings","value":"Online meetings"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"chat","value":"chat"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"real-time-collaboration","value":"real-time collaboration"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"shared-cloud-storage","value":"shared cloud storage"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"pc","value":"PC"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"xbox-console","value":"XBOX console"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]},"best_for":{"prompt":"best AI tool for autocomplete and code suggestions in VS Code","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"0873d1ed-a7e5-4e81-8a97-111678fb845b","name":"DeepSeek","domain":"deepseek.com","recommendation_share":5.6,"ci_low":2.2,"ci_high":13.4,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6.3,"all_mention_runs":6,"mention_rate":8.3,"mention_breakdown":{"legacy":0,"listed":3,"context":2,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":50,"mentions":4}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":5,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open source alternatives to expensive AI coding assistants","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"ebafec5f-7d89-4cd1-a560-1c9c8e519e21","name":"Replit Agent","domain":"replit.com","recommendation_share":5.6,"ci_low":2.2,"ci_high":13.4,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":6,"mention_rate":8.3,"mention_breakdown":{"legacy":0,"listed":4,"context":2,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":6.3,"mentions":1},"anthropic":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":2.2,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what should I use to generate boilerplate code with AI","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"2d1f5396-bf80-4eb5-979a-9d4b3850ab36","name":"LM Studio","domain":null,"recommendation_share":4.2,"ci_low":1.4,"ci_high":11.5,"mention_runs":3,"first_rec_runs":2,"first_rec_rate":66.7,"avg_position":3.7,"all_mention_runs":5,"mention_rate":6.9,"mention_breakdown":{"legacy":0,"listed":2,"context":2,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open source alternatives to expensive AI coding assistants","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"c4d7c3ca-23fe-43f8-a554-5480c8669898","name":"Boil","domain":null,"recommendation_share":4.2,"ci_low":1.4,"ci_high":11.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.7,"all_mention_runs":3,"mention_rate":4.2,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":12.5,"mentions":2},"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what should I use to generate boilerplate code with AI","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"081c17de-1011-4deb-8926-277e34cd06ee","name":"Kilo Code","domain":null,"recommendation_share":4.2,"ci_low":1.4,"ci_high":11.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.7,"all_mention_runs":7,"mention_rate":9.7,"mention_breakdown":{"legacy":0,"listed":3,"context":4,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":6.3,"mentions":1},"anthropic":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight alternatives to the leading AI code completion tools","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"063d7e46-fda9-441e-9c69-25324ca4cd0d","name":"CodeGeeX","domain":null,"recommendation_share":4.2,"ci_low":1.4,"ci_high":11.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"all_mention_runs":3,"mention_rate":4.2,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":18.8,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.9,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e821e222-aec4-4ead-8042-c794f6019a58","name":"Cursor Teams","domain":null,"recommendation_share":4.2,"ci_low":1.4,"ci_high":11.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6,"all_mention_runs":3,"mention_rate":4.2,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"openai":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"which AI coding assistant is best for solo developers vs large teams","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"c0556413-5d27-4a35-94a9-91ccbc674e9b","name":"Ghostwriter","domain":null,"recommendation_share":4.2,"ci_low":1.4,"ci_high":11.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7.7,"all_mention_runs":3,"mention_rate":4.2,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":18.8,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.9,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"ab300b20-6304-4d44-b234-2cc4478e144f","name":"Goose","domain":null,"recommendation_share":4.2,"ci_low":1.4,"ci_high":11.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":4,"mention_rate":5.6,"mention_breakdown":{"legacy":0,"listed":3,"context":1,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open source alternatives to expensive AI coding assistants","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"d2e90419-8add-4b62-aa3c-6409481c8bb2","name":"Gemini CLI","domain":null,"recommendation_share":4.2,"ci_low":1.4,"ci_high":11.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.3,"all_mention_runs":3,"mention_rate":4.2,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":12.5,"mentions":2},"anthropic":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.8,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"4150fe57-3dbd-4e32-aa7f-bb515dc06ccf","name":"Bolt.new","domain":"bolt.new","recommendation_share":4.2,"ci_low":1.4,"ci_high":11.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":3,"mention_rate":4.2,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"anthropic":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what should I use to generate boilerplate code with AI","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"cfcff98f-58dd-42c5-bcc7-d72de0914e64","name":"Vercel","domain":"vercel.com","recommendation_share":4.2,"ci_low":1.4,"ci_high":11.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9.3,"all_mention_runs":3,"mention_rate":4.2,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.9,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"automatic-ci-cd","value":"Automatic CI/CD"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"web-application-firewall","value":"Web Application Firewall"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"global-automated-cdn","value":"Global, automated CDN"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"fluid-compute","value":"Fluid compute"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"ddos-mitigation","value":"DDoS Mitigation"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"traffic-performance-insights","value":"Traffic & performance insights"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"team-collaboration","value":"Team collaboration"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"faster-builds","value":"Faster builds"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"cold-start-prevention","value":"Cold start prevention"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"free-custom-domain","value":"Free custom domain"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"multi-factor-authentication","value":"Multi-Factor Authentication"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"role-based-access-control","value":"Role-Based Access Control"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"google","value":"Google"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"gitlab","value":"GitLab"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"bitbucket","value":"Bitbucket"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"slack","value":"Slack"},"source_url":"https://vercel.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"github","value":"GitHub"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"web","value":"Web"},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"pro","plan":"Pro","monthly_usd":20},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"hobby","plan":"Hobby","free_tier":true,"monthly_usd":0},"source_url":"https://vercel.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"b6c523ec-ee87-4e77-b827-58e382264651","name":"JetBrains AI","domain":null,"recommendation_share":4.2,"ci_low":1.4,"ci_high":11.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":12,"all_mention_runs":4,"mention_rate":5.6,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":12.5,"mentions":2},"anthropic":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"87275ed3-9fbf-4586-b136-f3712f1a80c7","name":"Angular","domain":"angular.io","recommendation_share":2.8,"ci_low":0.8,"ci_high":9.6,"mention_runs":2,"first_rec_runs":1,"first_rec_rate":50,"avg_position":2.5,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"openai":{"runs":16,"share":6.3,"mentions":1},"anthropic":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":0.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"14923fd0-bf82-48ce-960f-4a9389c292d3","name":"Copilot Chat","domain":null,"recommendation_share":2.8,"ci_low":0.8,"ci_high":9.6,"mention_runs":2,"first_rec_runs":1,"first_rec_rate":50,"avg_position":3,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":2.5,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"9c2b2127-d9c1-4af9-b3cd-02df646526c9","name":"IntelliJ","domain":null,"recommendation_share":2.8,"ci_low":0.8,"ci_high":9.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.5,"all_mention_runs":3,"mention_rate":4.2,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":6.3,"mentions":1},"anthropic":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"d07e7956-2527-4a49-9121-37794dc2cb2b","name":"Codestral","domain":null,"recommendation_share":2.8,"ci_low":0.8,"ci_high":9.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.5,"all_mention_runs":3,"mention_rate":4.2,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"anthropic":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":0.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"03703678-6586-4300-8c88-22a3cccc71e1","name":"FauxPilot","domain":null,"recommendation_share":2.8,"ci_low":0.8,"ci_high":9.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.5,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":0.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"6e40caca-13ca-42a7-802d-05e8f8bde203","name":"Qodo","domain":"qodo.ai","recommendation_share":2.8,"ci_low":0.8,"ci_high":9.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.5,"all_mention_runs":6,"mention_rate":8.3,"mention_breakdown":{"legacy":0,"listed":2,"context":4,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":6.3,"mentions":1},"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":0.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what should I use to generate boilerplate code with AI","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"0f422100-2e6d-4b3d-a6f9-f8d6d1e94cf7","name":"Roo","domain":null,"recommendation_share":2.8,"ci_low":0.8,"ci_high":9.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.5,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"openai":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":2.5,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"d2856f4c-e16d-4691-8f0a-c31c79dcbc89","name":"Roo Code","domain":null,"recommendation_share":2.8,"ci_low":0.8,"ci_high":9.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.5,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"openai":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":2.5,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"5dc4f7d9-0f39-40d0-a737-9b4dd5af5e68","name":"Visual Studio IntelliCode","domain":null,"recommendation_share":2.8,"ci_low":0.8,"ci_high":9.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":6.3,"mentions":1},"anthropic":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":0.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"0870a6e5-7ea4-4333-a45a-81b73047bef7","name":"Safurai","domain":"safurai.com","recommendation_share":2.8,"ci_low":0.8,"ci_high":9.6,"mention_runs":2,"first_rec_runs":1,"first_rec_rate":50,"avg_position":7,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":0.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"f1d182bd-d160-485a-962e-73010d5c4ac7","name":"AskCodi","domain":"askcodi.com","recommendation_share":2.8,"ci_low":0.8,"ci_high":9.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9.5,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":12.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":2.5,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"d8c9387e-57ba-4430-b162-ccb0434c001b","name":"Next.js","domain":"nextjs.org","recommendation_share":2.8,"ci_low":0.8,"ci_high":9.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":13,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":0.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"react-server-components","value":"React Server Components"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"data-fetching","value":"Data Fetching"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"server-actions","value":"Server Actions"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"advanced-routing-nested-layouts","value":"Advanced Routing & Nested Layouts"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"css-support","value":"CSS Support"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"route-handlers","value":"Route Handlers"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"proxy","value":"Proxy"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"client-and-server-rendering","value":"Client and Server Rendering"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"incremental-static-regeneration","value":"Incremental Static Regeneration"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"automatic-image-font-and-script-optimizations","value":"Automatic Image, Font, and Script Optimizations"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"dynamic-html-streaming","value":"Dynamic HTML Streaming"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"tailwind-css","value":"Tailwind CSS"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"cloudinary","value":"Cloudinary"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"web","value":"Web"},"source_url":"https://nextjs.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"49059037-3e74-4218-aa0d-6a6322347e88","name":"Superblocks","domain":"superblocks.com","recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":2,"all_mention_runs":1,"mention_rate":1.4,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"26e48033-5d4d-4989-8b13-6b5031aa651c","name":"Azure SQL Serverless","domain":"learn.microsoft.com","recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":3,"mention_rate":4.2,"mention_breakdown":{"legacy":0,"listed":1,"context":2,"recommended":0,"warned_against":0},"per_engine":{"openai":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e1273d11-efc9-470d-b490-40994e75a277","name":"Claude Sonnet","domain":null,"recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":3,"mention_rate":4.2,"mention_breakdown":{"legacy":0,"listed":1,"context":2,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"16fdc2b4-6372-4aa8-a6df-8673a452ea8c","name":"LocalAI","domain":null,"recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":1,"mention_rate":1.4,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"openai":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"bdb01edb-1aca-4aa5-be3d-f811aa351184","name":"OpenAI Codex","domain":null,"recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":1,"mention_rate":1.4,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"openai":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"4abe4f3b-7a14-450c-950a-b31f987eeaf8","name":"Sentry","domain":"sentry.io","recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":1,"mention_rate":1.4,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"efe96c1a-203e-4fff-8dd8-4edd9c2ea1dc","name":"Figma","domain":"figma.com","recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":4,"mention_rate":5.6,"mention_breakdown":{"legacy":0,"listed":0,"context":3,"recommended":1,"warned_against":0},"per_engine":{"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"b889343e-cbb8-49be-9631-034402faa534","name":"Rails","domain":"rubyonrails.org","recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":1,"mention_rate":1.4,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"openai":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"352a46bd-2b87-4b01-8108-aa4020561926","name":"Create React App","domain":"create-react-app.dev","recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":1,"warned_against":0},"per_engine":{"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"7ea0bdbb-65ba-4b0f-8a74-caa9d934f19d","name":"Yeoman","domain":"yeoman.io","recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":1,"warned_against":0},"per_engine":{"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"235b680c-ccfd-4350-806e-75f5859c2fb0","name":"CodeGen","domain":null,"recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"all_mention_runs":1,"mention_rate":1.4,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"12630aea-7712-4481-a167-725aed48cc8c","name":"GPT-5","domain":null,"recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":5,"mention_rate":6.9,"mention_breakdown":{"legacy":0,"listed":1,"context":4,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best AI coding assistant for software developers","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"55dd8222-872f-44ab-b358-e5df44744dbf","name":"Manus","domain":"manus.im","recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"13e901be-336f-4988-ad32-48ebea0780c4","name":"Mistral","domain":"mistral.ai","recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"voice-mode","value":"Voice mode"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"skills","value":"Skills"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"web-searches","value":"Web searches"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"libraries-and-document-upload","value":"Libraries and document upload"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"task-scheduling","value":"Task scheduling"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"workflows","value":"Workflows"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"connectors","value":"Connectors"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"image-generation","value":"Image generation"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"canvas","value":"Canvas"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"project-folders","value":"Project folders"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"audit-logs","value":"Audit logs"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"slack","value":"Slack"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"linear","value":"Linear"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"drive","value":"Drive"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"google-cloud","value":"Google Cloud"},"source_url":"https://mistral.ai/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"aws","value":"AWS"},"source_url":"https://mistral.ai/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"azure","value":"Azure"},"source_url":"https://mistral.ai/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"snowflake","value":"Snowflake"},"source_url":"https://mistral.ai/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"notion","value":"Notion"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"jetbrains","value":"JetBrains"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"web","value":"Web"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"ios","value":"iOS"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"android","value":"Android"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"cli","value":"CLI"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"vs-code","value":"VS Code"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"api","value":"API"},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"education-plan","plan":"Education plan","monthly_usd":5.99},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"team","plan":"Team","monthly_usd":24.99},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"free","plan":"Free","free_tier":true},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"pro","plan":"Pro","monthly_usd":14.99},"source_url":"https://mistral.ai/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"9beeb4c6-6e00-42ec-96e9-7fbe3b47f0b7","name":"Vim","domain":null,"recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"68d8c414-5adf-4cdc-8a89-bbe8c1785db8","name":"Neovim","domain":null,"recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":8,"mention_rate":11.1,"mention_breakdown":{"legacy":0,"listed":1,"context":7,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best AI coding assistant for software developers","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"54c637fe-4146-4fa8-9b54-5f5c94f46ec5","name":"Replit Ghostwriter","domain":null,"recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"all_mention_runs":1,"mention_rate":1.4,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"5c9fdd13-2edf-471f-81c1-ba5df33bc622","name":"Tabnine Enterprise","domain":null,"recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":12,"all_mention_runs":2,"mention_rate":2.8,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"1c280284-7959-43bb-8b9f-accb32014fa2","name":"Workik AI","domain":"workik.com","recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":12,"all_mention_runs":3,"mention_rate":4.2,"mention_breakdown":{"legacy":0,"listed":1,"context":2,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e48c8dfb-4532-438b-b240-2c1161f3d59e","name":"CodeGPT","domain":null,"recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":13,"all_mention_runs":1,"mention_rate":1.4,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"d00c3aa8-2013-4e31-ad90-f9d4ed59f853","name":"PolyCoder","domain":null,"recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":13,"all_mention_runs":1,"mention_rate":1.4,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"31dd81ba-c7fd-4273-bc2c-0994e039161e","name":"DeepSeek Coder","domain":null,"recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":5,"mention_rate":6.9,"mention_breakdown":{"legacy":0,"listed":0,"context":4,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open source alternatives to expensive AI coding assistants","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"9896cf15-562e-43cb-a058-fc7cf000d6a8","name":"TabbyML","domain":null,"recommendation_share":1.4,"ci_low":0.2,"ci_high":7.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":1,"mention_rate":1.4,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"perplexity":{"runs":16,"share":6.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.3,"score":null},"is_orbator_customer":false,"is_claimed":false}],"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io","editorial":[]}