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LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
LangGraph / Deep Agents in the public Agent Frameworks benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value | As of | Evidence | Confidence |
|---|---|---|---|---|
| public_prompt_benchmarkAnthropic citation share | 36.36 percentderived | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkAnthropic mention coverage | 66.67 percentmeasured | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkAnthropic recommendation-prompt presence | 75 percentmeasured | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkCitation share | 26.47 percentderived | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkEngine breadth | 3 enginesmeasured | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkGemini citation share | 36.36 percentderived | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkGemini mention coverage | 50 percentmeasured | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkGemini recommendation-prompt presence | 50 percentmeasured | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkMention coverage | 47.22 percentmeasured | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkOpenAI citation share | 8.33 percentderived | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkOpenAI mention coverage | 25 percentmeasured | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkOpenAI recommendation-prompt presence | 25 percentmeasured | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkRecommendation-prompt presence | 50 percentmeasured | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkReviewed-brand presence share | 24.29 percentderived | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
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 |
|---|---|---|---|---|---|---|---|---|
| AI agent frameworks | #150 | #147.2 | #226.5 | #13 | #225 | #175 | #150 | Track market → |
Every currently published position, joined to its snapshot, confidence, and methodology version.
| Rank | Leaderboard | Score | Movement | Confidence | As of | Method | Open explanation |
|---|---|---|---|---|---|---|---|
| #1 | AI Agent Framework Rankai-agent-framework-brand-rank | 50 | — | 100% | Jul 27, 2026 | v4-ai-agent-frameworks-2026-07-27-models-64232fd32583 | Explain → |
| #1 | Agent Frameworks Brand Visibilityai-agent-frameworks-brand-visibility | 47.22 | — | 100% | Jul 27, 2026 | v4-ai-agent-frameworks-2026-07-27-models-64232fd32583 | Explain → |
| #2 | Agent Frameworks Citation Shareai-agent-frameworks-brand-citation-share | 26.47 | — | 100% | Jul 27, 2026 | v4-ai-agent-frameworks-2026-07-27-models-64232fd32583 | Explain → |
Ranks a reviewed Agent Frameworks brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt anthropic brand citation share | 36.363636 | 0% | — | 1 | available |
| public prompt anthropic brand mention coverage | 66.666667 | 0% | — | 1 | available |
| public prompt anthropic brand recommendation presence | 75 | 0% | — | 1 | available |
14 published observations for LangGraph / Deep Agents. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Engine breadthpublic-prompt-brand-engine-breadth | 3engines | measured | Jul 27, 2026 | 100% | View source
|
| #1 | Agent Frameworks Engine Breadthai-agent-frameworks-brand-engine-breadth | 3 | — | 100% | Jul 27, 2026 | v4-ai-agent-frameworks-2026-07-27-models-64232fd32583 | Explain → |
|---|
| #2 | Agent Frameworks Brands in OpenAI Model API Answersai-agent-frameworks-brand-openai-visibility | 25 | — | 100% | Jul 27, 2026 | v4-ai-agent-frameworks-2026-07-27-models-64232fd32583 | Explain → |
|---|
| #1 | Agent Frameworks Brands in Anthropic Model API Answersai-agent-frameworks-brand-anthropic-visibility | 75 | — | 100% | Jul 27, 2026 | v4-ai-agent-frameworks-2026-07-27-models-64232fd32583 | Explain → |
|---|
| #1 | Agent Frameworks Brands in Gemini Model API Answersai-agent-frameworks-brand-gemini-visibility | 50 | — | 100% | Jul 27, 2026 | v4-ai-agent-frameworks-2026-07-27-models-64232fd32583 | Explain → |
|---|
| public prompt brand citation share | 26.470588 | 0% | — | 1 | available |
|---|
| public prompt brand engine breadth | 3 | 0% | — | 1 | available |
|---|
| public prompt brand mention coverage | 47.222222 | 0% | — | 1 | available |
|---|
| public prompt brand mention share | 24.285714 | 0% | — | 1 | available |
|---|
| public prompt brand recommendation presence | 50 | 100% | 50 | 1 | available |
|---|
| public prompt gemini brand citation share | 36.363636 | 0% | — | 1 | available |
|---|
| public prompt gemini brand mention coverage | 50 | 0% | — | 1 | available |
|---|
| public prompt gemini brand recommendation presence | 50 | 0% | — | 1 | available |
|---|
| public prompt openai brand citation share | 8.333333 | 0% | — | 1 | available |
|---|
| public prompt openai brand mention coverage | 25 | 0% | — | 1 | available |
|---|
| public prompt openai brand recommendation presence | 25 | 0% | — | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
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Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 50percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Mention coveragepublic-prompt-brand-mention-coverage | 47.2222percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 50percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 66.6667percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 25percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 36.3636percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 75percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 36.3636percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 25percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Citation sharepublic-prompt-brand-citation-share | 26.4706percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 50percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 24.2857percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 8.3333percent | derived | Jul 27, 2026 | 100% | View source
|
|---|