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LLM Observability Brands in OpenAI Model API Answers

Ranks reviewed LLM Observability brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.

Coverage
16 entities
Confidence
100%
Freshness
current
Export
CSV / JSON
LEADERBOARD

Current rankings

Metric: OpenAI recommendation-prompt presence
LLM Observability Brands in OpenAI Model API Answers current rankings
RankEntitySignalOpenAI recommendation-prompt presenceMention coverageMention shareCitation shareEngine breadthOpenAI rec. presenceOpenAI coverageConfidenceN7DTrendExplain
01Langfusecompany62.5%38.89%16.47%12.5%362.5%41.67%100%8 Analyze brandWhy this rank
02Braintrustcompany50.0%50%21.18%23.21%350%41.67%100%8 Analyze brandWhy this rank
03Maxim AIcompany50.0%30.56%12.94%8.93%350%33.33%100%8 Analyze brandWhy this rank
04Heliconecompany25.0%11.11%4.71%0%225%16.67%100%8 Analyze brandWhy this rank
05Arize AI / Phoenixcompany12.5%27.78%11.76%25%312.5%8.33%100%8 Analyze brandWhy this rank
06LangSmithcompany12.5%13.89%5.88%5.36%312.5%8.33%100%8 Analyze brandWhy this rank
07Galileocompany12.5%13.89%5.88%7.14%212.5%8.33%100%8 Analyze brandWhy this rank
08Fiddlercompany12.5%13.89%5.88%10.71%312.5%8.33%100%8 Analyze brandWhy this rank
09Datadog LLM Observabilitycompany12.5%16.67%7.06%3.57%312.5%25%100%8 Analyze brandWhy this rank
10New Relic AI Observabilitycompany12.5%5.56%2.35%0%212.5%8.33%100%8 Analyze brandWhy this rank
11Traceloopcompany0.0%8.33%3.53%1.79%20%0%100%8 Analyze brandWhy this rank
12Opik by Cometcompany0.0%5.56%2.35%1.79%20%0%100%8 Analyze brandWhy this rank
13HoneyHivecompany0.0%0%0%0%00%0%100%8 Analyze brandWhy this rank
14Humanloopcompany0.0%0%0%0%00%0%100%8 Analyze brandWhy this rank
15Patronus AIcompany0.0%0%0%0%00%0%100%8 Analyze brandWhy this rank
16W&B Weavecompany0.0%0%0%0%00%0%100%8 Analyze brandWhy this rank
HISTORICAL SERIES

LLM Observability Brands in OpenAI Model API Answers leader

Historical data is not available for this snapshot yet.