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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Together AI in the public AI model/API platform benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value | As of |
|---|---|---|
| public_prompt_benchmarkAnthropic citation share | 29.17 percentderived | Jul 27, 2026 |
| public_prompt_benchmarkAnthropic mention coverage | 5 percentmeasured | Aug 2, 2026 |
| public_prompt_benchmarkAnthropic recommendation-prompt presence | 8.33 percentmeasured | Aug 2, 2026 |
| public_prompt_benchmarkCitation share | 15.38 percentderived | Aug 2, 2026 |
| public_prompt_benchmarkEngine breadth | 3 enginesmeasured | Aug 2, 2026 |
| public_prompt_benchmarkGemini citation share | 20 percentderived | Aug 2, 2026 |
| public_prompt_benchmarkGemini mention coverage | 45 percentmeasured | Aug 2, 2026 |
| public_prompt_benchmarkGemini recommendation-prompt presence | 41.67 percentmeasured | Aug 2, 2026 |
| public_prompt_benchmarkMention coverage | 25 percentmeasured | Aug 2, 2026 |
| public_prompt_benchmarkOpenAI citation share | 10.53 percentderived | Aug 2, 2026 |
| public_prompt_benchmarkOpenAI mention coverage | 25 percentmeasured | Aug 2, 2026 |
| public_prompt_benchmarkOpenAI recommendation-prompt presence | 33.33 percentmeasured | Aug 2, 2026 |
| public_prompt_benchmarkRecommendation-prompt presence | 27.78 percentmeasured | Aug 2, 2026 |
| public_prompt_benchmarkReviewed-brand presence share | 8.24 percentderived | Aug 2, 2026 |
Recommendation rank, answer presence, owned-domain citation share, provider breadth, and provider-specific position from the same frozen daily cohorts. Open any cell for the full denominator and evidence.
| Market | Recommend | Presence | Citation | Breadth | OpenAI | Anthropic | Gemini | Market action |
|---|---|---|---|---|---|---|---|---|
| Brand leaderboards | #427.8 | #425 | #315.4 | #43 | #733.3 | #48.3 | #441.7 | Track market → |
Every currently published position, as of Aug 2, 2026 · 100% confidence · methodology v4-ai-model-api-platforms-2026-07-26-models-64232fd32583.
| Rank | Leaderboard | Score | Movement | Explain |
|---|---|---|---|---|
| #4 | AI Model & API Brand Rank | 27.78 | 1 ranks gained | Explain AI Model & API Brand Rank rank → |
| #4 | AI Brand Visibility | 25 | — | Explain AI Brand Visibility rank → |
| #3 | AI Brand Citation Share | 15.38 | 2 ranks lost | Explain AI Brand Citation Share rank → |
| #4 | AI Brand Engine Breadth | 3 | 1 |
Ranks a reviewed AI API Brands brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
100% confidence · 100% component coverage · as of Aug 2, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt anthropic brand mention coverage | 5 | 0% | — |
| public prompt anthropic brand recommendation presence | 8.333333 | 0% | — |
| public prompt brand citation share | 15.384615 | 0% | — |
| public prompt brand engine breadth | 3 | 0% | — |
| public prompt brand mention coverage | 25 | 0% | — |
| public prompt brand mention share | 8.241758 | 0% | — |
| public prompt brand recommendation presence |
37 published observations for Together AI, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 27.7778percent | measured | Aug 2, 2026 | View source
|
| Explain AI Brand Engine Breadth rank → |
| #7 | Brands in OpenAI Model API Answers | 33.33 | 2 ranks gained | Explain Brands in OpenAI Model API Answers rank → |
|---|
| #4 | Brands in Anthropic Model API Answers | 8.33 | 1 ranks lost | Explain Brands in Anthropic Model API Answers rank → |
|---|
| #4 | Brands in Gemini Model API Answers | 41.67 | — | Explain Brands in Gemini Model API Answers rank → |
|---|
| 27.777778 |
| 100% |
| 27.778 |
| public prompt gemini brand citation share | 20 | 0% | — |
|---|
| public prompt gemini brand mention coverage | 45 | 0% | — |
|---|
| public prompt gemini brand recommendation presence | 41.666667 | 0% | — |
|---|
| public prompt openai brand citation share | 10.526316 | 0% | — |
|---|
| public prompt openai brand mention coverage | 25 | 0% | — |
|---|
| public prompt openai brand recommendation presence | 33.333333 | 0% | — |
|---|
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OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 33.3333percent | measured | Aug 2, 2026 | View source
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|---|
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 5percent | measured | Aug 2, 2026 | View source
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|---|
| Engine breadthpublic-prompt-brand-engine-breadth | 3engines | measured | Aug 2, 2026 | View source
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|---|
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 45percent | measured | Aug 2, 2026 | View source
|
|---|
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 10.5263percent | derived | Aug 2, 2026 | View source
|
|---|
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 20percent | derived | Aug 2, 2026 | View source
|
|---|
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 8.3333percent | measured | Aug 2, 2026 | View source
|
|---|
| Citation sharepublic-prompt-brand-citation-share | 15.3846percent | derived | Aug 2, 2026 | View source
|
|---|
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 41.6667percent | measured | Aug 2, 2026 | View source
|
|---|
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 25percent | measured | Aug 2, 2026 | View source
|
|---|
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 8.2418percent | derived | Aug 2, 2026 | View source
|
|---|
| Mention coveragepublic-prompt-brand-mention-coverage | 25percent | measured | Aug 2, 2026 | View source
|
|---|
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 41.6667percent | measured | Jul 27, 2026 | View source
|
|---|
| Citation sharepublic-prompt-brand-citation-share | 24.4444percent | derived | Jul 27, 2026 | View source
|
|---|
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 16.6667percent | measured | Jul 27, 2026 | View source
|
|---|
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 29.1667percent | derived | Jul 27, 2026 | View source
|
|---|
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 58.3333percent | measured | Jul 27, 2026 | View source
|
|---|
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 50percent | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 8.3019percent | derived | Jul 27, 2026 | View source
|
|---|
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 45percent | measured | Jul 27, 2026 | View source
|
|---|
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 15percent | measured | Jul 27, 2026 | View source
|
|---|
| Mention coveragepublic-prompt-brand-mention-coverage | 36.6667percent | measured | Jul 27, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-brand-engine-breadth | 3engines | measured | Jul 27, 2026 | View source
|
|---|
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 25percent | derived | Jul 27, 2026 | View source
|
|---|
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 50percent | measured | Jul 27, 2026 | View source
|
|---|
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 11.1111percent | derived | Jul 27, 2026 | View source
|
|---|
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 41.6667percent | measured | Jul 27, 2026 | View source
|
|---|
| Mention coveragepublic-prompt-brand-mention-coverage | 36.6667percent | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 8.3019percent | derived | Jul 27, 2026 | View source
|
|---|
| Citation sharepublic-prompt-brand-citation-share | 24.4444percent | derived | Jul 27, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-brand-engine-breadth | 3engines | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 8.3019percent | measured | Jul 27, 2026 | View source
|
|---|
| Mention coveragepublic-prompt-brand-mention-coverage | 36.6667percent | measured | Jul 27, 2026 | View source
|
|---|
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 41.6667percent | measured | Jul 27, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-brand-engine-breadth | 3engines | measured | Jul 27, 2026 | View source
|
|---|
| Citation sharepublic-prompt-brand-citation-share | 24.4444percent | measured | Jul 27, 2026 | View source
|
|---|