Arize AI: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about llm & agent evals, Arize AI ranks #5 of 15, a Visibility Score of 30 in LLM & Agent Evals .
These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.
One field, one race, sitting fifth with room to climb.
Where it wins. In LLM & Agent Evals, Arize AI earns a 36% mention rate, meaning models surface it in more than a third of relevant buying conversations. The 'Enterprise pick' prompt theme confirms it registers as a credible option when buyers frame the question around scale.
Where it loses. A 12.5% first-pick rate against 14 rivals means it trails whatever sits above it in the same category, and the complete absence from startup and small-team conversations hands those buyers to Langfuse and LangSmith before Arize enters the frame.
AI-generated analysis of the September 2026 measurements.
ChatGPT 
Claude 
Gemini Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
Share of each theme's answers that mention Arize AI. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Startup & small team
Share of Arize AI's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Scores are measured from real AI answers, refreshed monthly. Methodology.
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