{"category":{"slug":"llm-application-development-tools","label":"LLM application development tools"},"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io","count":26,"earliest":"2026-08-14","latest":"2026-09-08","dates":["2026-09-08","2026-09-07","2026-09-06","2026-09-05","2026-09-04","2026-09-03","2026-09-02","2026-09-01","2026-08-31","2026-08-30","2026-08-29","2026-08-28","2026-08-27","2026-08-26","2026-08-25","2026-08-24","2026-08-23","2026-08-22","2026-08-21","2026-08-20","2026-08-19","2026-08-18","2026-08-17","2026-08-16","2026-08-15","2026-08-14"],"timeline":[{"snapshot_date":"2026-09-08","taken_at":"2026-09-08T07:00:24.207Z","source":"cron","extraction_version":"7","revision":1,"correction_note":null,"sample_size":28,"window":{"from":"2026-08-11","to":"2026-09-08"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":50,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"87046705-e34f-49f9-8f55-03f59bd7921e","name":"Azure","slug":"azure","rank":5,"share_pct":32.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":6,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":7,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":8,"share_pct":25,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":9,"share_pct":25,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":10,"share_pct":21.4,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-07","taken_at":"2026-09-07T07:28:45.078Z","source":"cron","extraction_version":"7","revision":1,"correction_note":null,"sample_size":28,"window":{"from":"2026-08-10","to":"2026-09-07"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":50,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"87046705-e34f-49f9-8f55-03f59bd7921e","name":"Azure","slug":"azure","rank":5,"share_pct":32.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":6,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":7,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":8,"share_pct":25,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":9,"share_pct":25,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":10,"share_pct":21.4,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-06","taken_at":"2026-09-06T06:58:53.089Z","source":"cron","extraction_version":"7","revision":1,"correction_note":null,"sample_size":28,"window":{"from":"2026-08-09","to":"2026-09-06"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":50,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"87046705-e34f-49f9-8f55-03f59bd7921e","name":"Azure","slug":"azure","rank":5,"share_pct":32.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":6,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":7,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":8,"share_pct":25,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":9,"share_pct":25,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":10,"share_pct":21.4,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-05","taken_at":"2026-09-05T07:01:54.438Z","source":"cron","extraction_version":"7","revision":1,"correction_note":null,"sample_size":28,"window":{"from":"2026-08-08","to":"2026-09-05"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":50,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"87046705-e34f-49f9-8f55-03f59bd7921e","name":"Azure","slug":"azure","rank":5,"share_pct":32.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":6,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":7,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":8,"share_pct":25,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":9,"share_pct":25,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":10,"share_pct":21.4,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-04","taken_at":"2026-09-04T07:28:28.939Z","source":"cron","extraction_version":"7","revision":1,"correction_note":null,"sample_size":28,"window":{"from":"2026-08-07","to":"2026-09-04"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":50,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"87046705-e34f-49f9-8f55-03f59bd7921e","name":"Azure","slug":"azure","rank":5,"share_pct":32.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":6,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":7,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":8,"share_pct":25,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":9,"share_pct":25,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":10,"share_pct":21.4,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-03","taken_at":"2026-09-03T07:00:20.828Z","source":"cron","extraction_version":"7","revision":1,"correction_note":null,"sample_size":28,"window":{"from":"2026-08-06","to":"2026-09-03"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":71.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":50,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"87046705-e34f-49f9-8f55-03f59bd7921e","name":"Azure","slug":"azure","rank":5,"share_pct":32.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":6,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":7,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":8,"share_pct":25,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":9,"share_pct":25,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":10,"share_pct":21.4,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-02","taken_at":"2026-09-02T07:49:40.483Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":49,"window":{"from":"2026-08-05","to":"2026-09-02"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":79.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":75.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":46.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":46.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":5,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":6,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":7,"share_pct":32.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":8,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":9,"share_pct":26.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":10,"share_pct":24.5,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-09-01","taken_at":"2026-09-01T06:43:42.680Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":49,"window":{"from":"2026-08-04","to":"2026-09-01"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":79.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":75.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":46.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":46.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":5,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":6,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":7,"share_pct":32.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":8,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":9,"share_pct":26.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":10,"share_pct":24.5,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-31","taken_at":"2026-08-31T07:10:55.194Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":49,"window":{"from":"2026-08-03","to":"2026-08-31"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":79.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":75.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":46.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":46.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":5,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":6,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":7,"share_pct":32.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":8,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":9,"share_pct":26.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":10,"share_pct":24.5,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-30","taken_at":"2026-08-30T07:26:45.604Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":56,"window":{"from":"2026-08-02","to":"2026-08-30"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":82.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":75,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":48.2,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":44.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":5,"share_pct":37.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":6,"share_pct":33.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":7,"share_pct":30.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":8,"share_pct":26.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":26.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":10,"share_pct":26.8,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-29","taken_at":"2026-08-29T06:56:12.876Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":63,"window":{"from":"2026-08-01","to":"2026-08-29"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":82.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":76.2,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":47.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":5,"share_pct":41.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":6,"share_pct":34.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":7,"share_pct":31.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":8,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":9,"share_pct":27,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":10,"share_pct":23.8,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-28","taken_at":"2026-08-28T07:51:03.878Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":63,"window":{"from":"2026-07-31","to":"2026-08-28"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":82.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":76.2,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":47.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":5,"share_pct":41.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":6,"share_pct":34.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":7,"share_pct":31.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":8,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":9,"share_pct":27,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":10,"share_pct":23.8,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-27","taken_at":"2026-08-27T07:03:38.287Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":63,"window":{"from":"2026-07-30","to":"2026-08-27"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":82.5,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":76.2,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":47.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":5,"share_pct":41.3,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":6,"share_pct":34.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":7,"share_pct":31.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":8,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":9,"share_pct":27,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":10,"share_pct":23.8,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-26","taken_at":"2026-08-26T07:01:57.600Z","source":"cron","extraction_version":"4-7","revision":1,"correction_note":null,"sample_size":56,"window":{"from":"2026-07-29","to":"2026-08-26"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":83.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":76.8,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":3,"share_pct":44.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":4,"share_pct":44.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":6,"share_pct":35.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":7,"share_pct":33.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":8,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"df759b96-e446-4b99-a41f-c8ba5d728d65","name":"Qdrant","slug":"qdrant","rank":10,"share_pct":25,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-25","taken_at":"2026-08-25T07:58:40.885Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":49,"window":{"from":"2026-07-28","to":"2026-08-25"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":85.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":79.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":3,"share_pct":51,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":49,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":6,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":7,"share_pct":34.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":8,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","rank":10,"share_pct":26.5,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-24","taken_at":"2026-08-24T06:59:02.238Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":49,"window":{"from":"2026-07-27","to":"2026-08-24"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":85.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":79.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":3,"share_pct":51,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":49,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":6,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":7,"share_pct":34.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":8,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","rank":10,"share_pct":26.5,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-23","taken_at":"2026-08-23T07:52:40.330Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":49,"window":{"from":"2026-07-26","to":"2026-08-23"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":85.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":79.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":3,"share_pct":51,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":49,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":6,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":7,"share_pct":34.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":8,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","rank":10,"share_pct":26.5,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-22","taken_at":"2026-08-22T06:50:15.545Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":49,"window":{"from":"2026-07-25","to":"2026-08-22"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":85.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":79.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":3,"share_pct":51,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":4,"share_pct":49,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":5,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":6,"share_pct":36.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":7,"share_pct":34.7,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":8,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":28.6,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","rank":10,"share_pct":26.5,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-21","taken_at":"2026-08-21T07:04:54.334Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-24","to":"2026-08-21"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":82.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":77.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":3,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":6,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":7,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","rank":8,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"c05a031a-5063-407b-b1d8-f147391b67e6","name":"vLLM","slug":"vllm","rank":10,"share_pct":24.3,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-20","taken_at":"2026-08-20T08:16:13.537Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-23","to":"2026-08-20"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":82.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":77.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":3,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":6,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":7,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","rank":8,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"c05a031a-5063-407b-b1d8-f147391b67e6","name":"vLLM","slug":"vllm","rank":10,"share_pct":24.3,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-19","taken_at":"2026-08-19T07:05:54.480Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-22","to":"2026-08-19"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":82.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":77.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":3,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":6,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":7,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","rank":8,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"c05a031a-5063-407b-b1d8-f147391b67e6","name":"vLLM","slug":"vllm","rank":10,"share_pct":24.3,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-18","taken_at":"2026-08-18T08:04:10.060Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-21","to":"2026-08-18"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":82.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":77.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":3,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":6,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":7,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","rank":8,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"c05a031a-5063-407b-b1d8-f147391b67e6","name":"vLLM","slug":"vllm","rank":10,"share_pct":24.3,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-17","taken_at":"2026-08-17T07:00:14.289Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-20","to":"2026-08-17"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":82.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":77.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":3,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":6,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":7,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","rank":8,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"c05a031a-5063-407b-b1d8-f147391b67e6","name":"vLLM","slug":"vllm","rank":10,"share_pct":24.3,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-16","taken_at":"2026-08-16T06:13:26.241Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-19","to":"2026-08-16"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":82.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":77.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":3,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":6,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":7,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","rank":8,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"c05a031a-5063-407b-b1d8-f147391b67e6","name":"vLLM","slug":"vllm","rank":10,"share_pct":24.3,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-15","taken_at":"2026-08-15T07:45:06.214Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-18","to":"2026-08-15"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":82.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":77.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":3,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":6,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":7,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","rank":8,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"c05a031a-5063-407b-b1d8-f147391b67e6","name":"vLLM","slug":"vllm","rank":10,"share_pct":24.3,"trend":null,"trend_confidence":"suppressed"}]},{"snapshot_date":"2026-08-14","taken_at":"2026-08-14T06:58:19.896Z","source":"cron","extraction_version":"4","revision":1,"correction_note":null,"sample_size":70,"window":{"from":"2026-07-17","to":"2026-08-14"},"entry_count":100,"entries":[{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","rank":1,"share_pct":82.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","rank":2,"share_pct":77.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","rank":3,"share_pct":51.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":4,"share_pct":42.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","rank":5,"share_pct":40,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","rank":6,"share_pct":32.9,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","rank":7,"share_pct":31.4,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","rank":8,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","rank":9,"share_pct":27.1,"trend":null,"trend_confidence":"suppressed"},{"index_product_id":"c05a031a-5063-407b-b1d8-f147391b67e6","name":"vLLM","slug":"vllm","rank":10,"share_pct":24.3,"trend":null,"trend_confidence":"suppressed"}]}],"top_n":10,"noise_floor_pp":1,"changes":[{"date":"2026-09-08","previous_date":"2026-09-07","source":"cron","extraction_version":"7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-09-07","previous_date":"2026-09-06","source":"cron","extraction_version":"7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-09-06","previous_date":"2026-09-05","source":"cron","extraction_version":"7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-09-05","previous_date":"2026-09-04","source":"cron","extraction_version":"7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-09-04","previous_date":"2026-09-03","source":"cron","extraction_version":"7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-09-03","previous_date":"2026-09-02","source":"cron","extraction_version":"7","extraction_version_change":{"from":"4-7","to":"7"},"top_n":10,"noise_floor_pp":1,"entered":[{"index_product_id":"87046705-e34f-49f9-8f55-03f59bd7921e","name":"Azure","slug":"azure","rank":5,"from_rank":16,"first_ranked":false,"share_pct":32.1}],"left":[{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","rank":6,"to_rank":12,"unranked":false}],"rank_moves":[{"index_product_id":"87046705-e34f-49f9-8f55-03f59bd7921e","name":"Azure","slug":"azure","from":16,"to":5,"delta":11},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","from":6,"to":12,"delta":-6},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","from":10,"to":7,"delta":3},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","from":7,"to":9,"delta":-2},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","from":8,"to":10,"delta":-2},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","from":5,"to":6,"delta":-1},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","from":9,"to":8,"delta":1}],"share_moves":[{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","from":36.7,"to":21.4,"delta":-15.3},{"index_product_id":"87046705-e34f-49f9-8f55-03f59bd7921e","name":"Azure","slug":"azure","from":18.4,"to":32.1,"delta":13.7},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","from":46.9,"to":35.7,"delta":-11.2},{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","from":79.6,"to":71.4,"delta":-8.2},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","from":36.7,"to":28.6,"delta":-8.1},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","from":32.7,"to":25,"delta":-7.7},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","from":28.6,"to":21.4,"delta":-7.2},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","from":75.5,"to":71.4,"delta":-4.1},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","from":24.5,"to":28.6,"delta":4.1},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","from":46.9,"to":50,"delta":3.1},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","from":26.5,"to":25,"delta":-1.5}],"has_changes":true},{"date":"2026-09-02","previous_date":"2026-09-01","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-09-01","previous_date":"2026-08-31","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-31","previous_date":"2026-08-30","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","from":6,"to":5,"delta":1},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","from":5,"to":6,"delta":-1},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","from":10,"to":9,"delta":1},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","from":9,"to":10,"delta":-1}],"share_moves":[{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","from":33.9,"to":36.7,"delta":2.8},{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","from":82.1,"to":79.6,"delta":-2.5},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","from":44.6,"to":46.9,"delta":2.3},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","from":30.4,"to":32.7,"delta":2.3},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","from":26.8,"to":24.5,"delta":-2.3},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","from":26.8,"to":28.6,"delta":1.8},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","from":48.2,"to":46.9,"delta":-1.3}],"has_changes":true},{"date":"2026-08-30","previous_date":"2026-08-29","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","from":9,"to":8,"delta":1},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","from":8,"to":9,"delta":-1}],"share_moves":[{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","from":41.3,"to":37.5,"delta":-3.8},{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","from":23.8,"to":26.8,"delta":3},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","from":28.6,"to":26.8,"delta":-1.8},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","from":42.9,"to":44.6,"delta":1.7},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","from":31.7,"to":30.4,"delta":-1.3},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","from":76.2,"to":75,"delta":-1.2},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","from":34.9,"to":33.9,"delta":-1}],"has_changes":true},{"date":"2026-08-29","previous_date":"2026-08-28","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-28","previous_date":"2026-08-27","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-27","previous_date":"2026-08-26","source":"cron","extraction_version":"4-7","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","rank":10,"from_rank":12,"first_ranked":false,"share_pct":23.8}],"left":[{"index_product_id":"df759b96-e446-4b99-a41f-c8ba5d728d65","name":"Qdrant","slug":"qdrant","rank":10,"to_rank":11,"unranked":false}],"rank_moves":[{"index_product_id":"50c89f74-36b3-4504-8310-dedaf4890551","name":"Ollama","slug":"ollama","from":12,"to":10,"delta":2},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","from":5,"to":4,"delta":1},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","from":4,"to":5,"delta":-1},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","from":9,"to":8,"delta":1},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","from":8,"to":9,"delta":-1},{"index_product_id":"df759b96-e446-4b99-a41f-c8ba5d728d65","name":"Qdrant","slug":"qdrant","from":10,"to":11,"delta":-1}],"share_moves":[{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","from":44.6,"to":41.3,"delta":-3.3},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","from":44.6,"to":47.6,"delta":3},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","from":33.9,"to":31.7,"delta":-2.2},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","from":28.6,"to":27,"delta":-1.6},{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","from":83.9,"to":82.5,"delta":-1.4},{"index_product_id":"df759b96-e446-4b99-a41f-c8ba5d728d65","name":"Qdrant","slug":"qdrant","from":25,"to":23.8,"delta":-1.2}],"has_changes":true},{"date":"2026-08-26","previous_date":"2026-08-25","source":"cron","extraction_version":"4-7","extraction_version_change":{"from":"4","to":"4-7"},"top_n":10,"noise_floor_pp":1,"entered":[{"index_product_id":"df759b96-e446-4b99-a41f-c8ba5d728d65","name":"Qdrant","slug":"qdrant","rank":10,"from_rank":14,"first_ranked":false,"share_pct":25}],"left":[{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","rank":10,"to_rank":18,"unranked":false}],"rank_moves":[{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","from":10,"to":18,"delta":-8},{"index_product_id":"df759b96-e446-4b99-a41f-c8ba5d728d65","name":"Qdrant","slug":"qdrant","from":14,"to":10,"delta":4},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","from":5,"to":3,"delta":2},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","from":8,"to":6,"delta":2},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","from":3,"to":4,"delta":-1},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","from":4,"to":5,"delta":-1},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","from":6,"to":7,"delta":-1},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","from":7,"to":8,"delta":-1}],"share_moves":[{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","from":28.6,"to":35.7,"delta":7.1},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","from":26.5,"to":19.6,"delta":-6.9},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","from":51,"to":44.6,"delta":-6.4},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","from":49,"to":42.9,"delta":-6.1},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","from":34.7,"to":28.6,"delta":-6.1},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","from":79.6,"to":76.8,"delta":-2.8},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","from":36.7,"to":33.9,"delta":-2.8},{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","from":85.7,"to":83.9,"delta":-1.8},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","from":42.9,"to":44.6,"delta":1.7}],"has_changes":true},{"date":"2026-08-25","previous_date":"2026-08-24","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-24","previous_date":"2026-08-23","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-23","previous_date":"2026-08-22","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-22","previous_date":"2026-08-21","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","rank":8,"from_rank":14,"first_ranked":false,"share_pct":28.6}],"left":[{"index_product_id":"c05a031a-5063-407b-b1d8-f147391b67e6","name":"vLLM","slug":"vllm","rank":10,"to_rank":12,"unranked":false}],"rank_moves":[{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","from":14,"to":8,"delta":6},{"index_product_id":"78296395-5b21-461a-81f0-2629e567dd8d","name":"Dify","slug":"dify","from":8,"to":10,"delta":-2},{"index_product_id":"c05a031a-5063-407b-b1d8-f147391b67e6","name":"vLLM","slug":"vllm","from":10,"to":12,"delta":-2},{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","from":4,"to":3,"delta":1},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","from":3,"to":4,"delta":-1}],"share_moves":[{"index_product_id":"3ef7c461-6b2e-4483-9c3b-2715341e035e","name":"LangSmith","slug":"langsmith","from":42.9,"to":51,"delta":8.1},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","slug":"microsoft","from":21.4,"to":28.6,"delta":7.2},{"index_product_id":"142f3875-9b8d-4c4e-b7a8-7781f2d2cc70","name":"Langfuse","slug":"langfuse","from":32.9,"to":36.7,"delta":3.8},{"index_product_id":"e1e4c2a3-aa13-474c-9c3a-f863309fb2f0","name":"Semantic Kernel","slug":"semantic-kernel","from":31.4,"to":34.7,"delta":3.3},{"index_product_id":"fd2695c1-c1d2-4eb7-8fd0-46a5dde43f32","name":"LangGraph","slug":"langgraph","from":40,"to":42.9,"delta":2.9},{"index_product_id":"8c3e2db8-b9d2-4d1c-bf94-236bdcedbb9b","name":"LangChain","slug":"langchain","from":82.9,"to":85.7,"delta":2.8},{"index_product_id":"e36c4a05-426c-402f-8c5b-83237f3adf21","name":"LlamaIndex","slug":"llamaindex","from":77.1,"to":79.6,"delta":2.5},{"index_product_id":"ef055359-227e-40ea-a598-a44c3c02c057","name":"Haystack","slug":"haystack","from":51.4,"to":49,"delta":-2.4},{"index_product_id":"3455f942-3c26-48b2-9c07-136cb74fa3f7","name":"Pinecone","slug":"pinecone","from":27.1,"to":28.6,"delta":1.5}],"has_changes":true},{"date":"2026-08-21","previous_date":"2026-08-20","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-20","previous_date":"2026-08-19","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-19","previous_date":"2026-08-18","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-18","previous_date":"2026-08-17","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-17","previous_date":"2026-08-16","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-16","previous_date":"2026-08-15","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false},{"date":"2026-08-15","previous_date":"2026-08-14","source":"cron","extraction_version":"4","extraction_version_change":null,"top_n":10,"noise_floor_pp":1,"entered":[],"left":[],"rank_moves":[],"share_moves":[],"has_changes":false}]}