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PRODUCT INTELLIGENCE / PUBLISHED EVIDENCE

Braintrust

Braintrust in the public LLM Observability benchmark.

Highest position#1LLM Observability Platform Rank
Distinct metrics14Published observations only
Traceable sources1Primary and attributed records
Mean confidence100%Across loaded evidence
Evidence statusLIVENo modeled values added
Ranking footprint

Every published position

Each board links to its complete table and methodology.
BoardRankScoreMovementConfidenceAs ofMethod
LLM Observability Platform Rank#141.6667—100%Aug 5, 20264-llm-observability-platforms-2026-07-27-models-64232fd32583 →
LLM Observability Brand Visibility#136.1111—100%Aug 5, 20264-llm-observability-platforms-2026-07-27-models-64232fd32583 →
LLM Observability Citation Share#127.2727↑ 1100%Aug 5, 20264-llm-observability-platforms-2026-07-27-models-64232fd32583 →
LLM Observability Engine Breadth#13—100%Aug 5, 20264-llm-observability-platforms-2026-07-27-models-64232fd32583 →
LLM Observability Brands in OpenAI Model API Answers#162.5↑ 1100%Aug 5, 20264-llm-observability-platforms-2026-07-27-models-64232fd32583 →
LLM Observability Brands in Anthropic Model API Answers#112.5—100%Aug 5, 20264-llm-observability-platforms-2026-07-27-models-64232fd32583 →
LLM Observability Brands in Gemini Model API Answers#150—100%Aug 5, 20264-llm-observability-platforms-2026-07-27-models-64232fd32583 →
Product data matrix

Visibility, citations + market position

28 public observations · source links open the underlying record.
MetricPublished valueCategoryData kindPeriod / observedConfidenceSource
Gemini citation sharepublic-prompt-gemini-brand-citation-share28.5714 percentpublic_prompt_benchmarkderivedAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage41.6667 percentpublic_prompt_benchmarkmeasuredAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence62.5 percentpublic_prompt_benchmarkmeasuredAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Recommendation-prompt presencepublic-prompt-brand-recommendation-presence41.6667 percentpublic_prompt_benchmarkmeasuredAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Mention coveragepublic-prompt-brand-mention-coverage36.1111 percentpublic_prompt_benchmarkmeasuredAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Engine breadthpublic-prompt-brand-engine-breadth3 enginespublic_prompt_benchmarkmeasuredAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage58.3333 percentpublic_prompt_benchmarkmeasuredAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage8.3333 percentpublic_prompt_benchmarkmeasuredAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Reviewed-brand presence sharepublic-prompt-brand-mention-share20.3125 percentpublic_prompt_benchmarkderivedAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
OpenAI citation sharepublic-prompt-openai-brand-citation-share26.9231 percentpublic_prompt_benchmarkderivedAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Citation sharepublic-prompt-brand-citation-share27.2727 percentpublic_prompt_benchmarkderivedAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Anthropic citation sharepublic-prompt-anthropic-brand-citation-share25 percentpublic_prompt_benchmarkderivedAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence50 percentpublic_prompt_benchmarkmeasuredAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence12.5 percentpublic_prompt_benchmarkmeasuredAug 5, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Mention coveragepublic-prompt-brand-mention-coverage50 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence50 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Gemini citation sharepublic-prompt-gemini-brand-citation-share23.8095 percentpublic_prompt_benchmarkderivedJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Anthropic citation sharepublic-prompt-anthropic-brand-citation-share17.8571 percentpublic_prompt_benchmarkderivedJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage41.6667 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage58.3333 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence75 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Recommendation-prompt presencepublic-prompt-brand-recommendation-presence62.5 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Reviewed-brand presence sharepublic-prompt-brand-mention-share21.1765 percentpublic_prompt_benchmarkderivedJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Engine breadthpublic-prompt-brand-engine-breadth3 enginespublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence62.5 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage50 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
OpenAI citation sharepublic-prompt-openai-brand-citation-share42.8571 percentpublic_prompt_benchmarkderivedJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
Citation sharepublic-prompt-brand-citation-share23.2143 percentpublic_prompt_benchmarkderivedJul 27, 2026100%Rank.ai LLM Observability Prompt Benchmark ↗A
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