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to use with attribution to orbator.io","editorial":[{"id":"33c04958-7a07-4810-bcbd-52f6a102ad88","section":"how_to_choose","body_md":"Start with the question you are actually asking, because the leaders shift by intent. Firebase led best_in_category at 97.1% of 34 runs, tied with Mixpanel at 97.1% of the same 34 runs, and led alternatives at 73.9% of 23 runs, problem_solving at 50% of 12 runs and recommendation at 75% of 12 runs. Amplitude led comparison at 58.3% of 12 runs, tied with Firebase and Mixpanel at 58.3%. PostHog was second in alternatives at 65.2% of 23 runs, the privacy-friendly and limited-budget prompts.\n\nThree of the top five over-index on the same retention and in-app events prompt, so that prompt separates them less than the rest. Published prices, all last verified 2026-09-05: Mixpanel Growth at $120 a month with a free tier, Amplitude Plus free, PostHog free.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:16:10.117Z"},{"id":"2e065706-e175-4a51-8149-f72a047af43d","section":"top_products","body_md":"Firebase is recommended most on the prompt about tracking user retention and in-app events, at 100% of 12 runs. Across the window its mention breakdown splits into 47 recommended and 25 listed, with 16 in context. Its engine range runs from 100% of Grok's 8 answers down to 62.5% of Claude's 16 answers.\n\nMixpanel shares that retention and in-app events prompt, at 100% of 12 runs, and was recommended in 66.7% of 93 sampled answers in the 4-week window to 2026-09-05. Breakdown: 35 recommended, 27 listed, 16 context. High engine Grok at 87.5% of 8 answers, low engine Claude at 56.3% of 16 answers. Growth is listed at $120 a month with a free tier, last verified 2026-09-05.\n\nAmplitude also over-indexes on the retention and in-app events prompt at 100% of 12 runs, with 34 recommended against 19 listed and 23 context. Grok recommended it in 75% of 8 answers, Claude in 37.5% of 16 answers. Plus is free, last verified 2026-09-05.\n\nPostHog over-indexes on the broad prompt for the best analytics platform for mobile app developers, at 100% of 11 runs. It has 28 recommended, 17 listed, 23 context and 1 warned against. ChatGPT recommended it in 54.2% of 24 answers, Claude in 43.8% of 16 answers. Free, last verified 2026-09-05.\n\nUXCam over-indexes on funnel and cohort analysis for iOS and Android developers, at 90.9% of 11 runs, and splits 19 recommended to 19 listed with 10 context. Gemini recommended it in 52.4% of 21 answers, ChatGPT in 20.8% of 24 answers. Buyers outside funnel and cohort work saw it recommended less often, at 40.9% of 93 sampled answers in the window to 2026-09-05.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:16:10.121Z"},{"id":"eda28c26-6c82-4d20-8a1a-713e0741fe1c","section":"engine_disagreement","body_md":"All five engines recommended the same product most among the top five. Firebase led for Claude across 16 answers, Gemini across 21 answers, Grok across 8 answers, ChatGPT across 24 answers and Perplexity across 24 answers.\n\nThe agreement on the leader does not mean agreement on strength. Firebase also carries the widest gap between engines in the category, from 62.5% of Claude's 16 answers up to 100% of Grok's 8 answers, a spread of 37.5 points. Grok recommended it in every one of its 8 answers. Claude recommended it in fewer than two of every three.\n\nA shortlist built from one engine's answers here would name the same first product as any other engine, with a different sense of how settled that choice is.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:16:10.128Z"},{"id":"ddbdda91-7f11-410d-8a5a-39c284f9240e","section":"what_moved","body_md":"This is the first measured window on record for analytics for mobile app developers. It runs 2026-08-08 to 2026-09-05, 28 days, and covers 93 sampled answers across five engines. There is no prior window to compare against, so no entries, exits or share changes can be reported yet. The next resample, roughly a month out, gives the first comparison point.\n\nFirebase leads the opening window, recommended in 77.4% of the 93 sampled answers in the 4-week window to 2026-09-05. Mixpanel follows at 66.7%, then Amplitude at 57%, PostHog at 48.4% and UXCam at 40.9%, all on the same 93 answers. Firebase also leads on every engine measured, from 62.5% of Claude's 16 answers to 100% of Grok's 8 answers. Treat these as the baseline, not a trend.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:16:10.131Z"}]}