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Opik by Comet

Opik by Comet in the public LLM Observability benchmark.
Latest evidence Oct 22, 20261 source

7

Boards it ranks on

#10

Best position, on LLM Observability Platform Rank

56

Published observations

14

Metrics

Rankings

Every board Opik by Comet ranks on

As of Oct 22, 2026
BoardRankScoreMovementMethod
LLM Observability Platform Rank104.1667No changeHow it is measured (LLM Observability Platform Rank)
LLM Observability Brand Visibility102.7778Up 4How it is measured (LLM Observability Brand Visibility)
LLM Observability Citation Share102.7027Up 4How it is measured (LLM Observability Citation Share)
LLM Observability Engine Breadth101Up 4How it is measured (LLM Observability Engine Breadth)
LLM Observability Brands in OpenAI Model API Answers100Up 4How it is measured (LLM Observability Brands in OpenAI Model API Answers)
LLM Observability Brands in Anthropic Model API Answers100Up 4How it is measured (LLM Observability Brands in Anthropic Model API Answers)
LLM Observability Brands in Gemini Model API Answers712.5Up 7How it is measured (LLM Observability Brands in Gemini Model API Answers)

Evidence

Visibility, citations and market position

The latest reading of each of 14 metrics · public prompt benchmark · 100% confidence · Source: Rank.ai LLM Observability Prompt Benchmark
MetricValueKindPeriod or dateSource
Recommendation-prompt presence4 readings4.2%measuredOct 22, 2026Open the record
Reviewed-brand presence share4 readings2%derivedOct 22, 2026Open the record
Engine breadth4 readings1enginesmeasuredOct 22, 2026Open the record
Anthropic recommendation-prompt presence4 readings0%measuredOct 22, 2026Open the record
Gemini mention coverage4 readings8.3%measuredOct 22, 2026Open the record
Mention coverage4 readings2.8%measuredOct 22, 2026Open the record
Gemini citation share4 readings11.1%derivedOct 22, 2026Open the record
Citation share4 readings2.7%derivedOct 22, 2026Open the record
Anthropic mention coverage4 readings0%measuredOct 22, 2026Open the record
OpenAI citation share4 readings0%derivedOct 22, 2026Open the record
Anthropic citation share4 readings0%derivedOct 22, 2026Open the record
OpenAI mention coverage4 readings0%measuredOct 22, 2026Open the record
OpenAI recommendation-prompt presence4 readings0%measuredOct 22, 2026Open the record
Gemini recommendation-prompt presence4 readings12.5%measuredOct 22, 2026Open the record
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