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LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Public commercial prompt in the Rank.ai 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_insightsCross-engine brand disagreement | 66.67 percentderived | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct citation URLs | 9 urlsmeasured | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct reviewed brands surfaced | 1 brandsmeasured | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand engine consensus | 33.33 percentderived | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsReviewed-brand presence events | 1 presence_eventsmeasured | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
Every currently published position, joined to its snapshot, confidence, and methodology version.
| Rank | Leaderboard | Score | Movement | Confidence | As of | Method | Open explanation |
|---|---|---|---|---|---|---|---|
| #12 | Agent Frameworks Prompt Brand Leadersai-agent-frameworks-prompt-brand-leaders | 33.33 | — | 100% | Jul 27, 2026 | v1-parent-b391f18dce56ed52 | Explain → |
| #5 | Agent Frameworks Engine Disagreement by Promptai-agent-frameworks-prompt-engine-disagreement | 66.67 | — | 100% | Jul 27, 2026 | v1-parent-b391f18dce56ed52 | Explain → |
Derives prompt-level brand leaders and cross-engine brand-set disagreement from the complete public Rank.ai benchmark cohort.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt brand presence events | 1 | 0% | — | 1 | available |
| public prompt citation urls | 9 | 0% | — | 1 | available |
| public prompt distinct reviewed brands | 1 |
5 published observations for How should a company evaluate maintainer commitment, licensing, release stability, and migration risk in an agent framework?. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 1brands | measured | Jul 27, 2026 | 100% | View source
|
| Distinct citation URLspublic-prompt-citation-urls | 9urls | measured | Jul 27, 2026 | 100% | View source
|
| 0% |
| — |
| 1 |
| available |
| public prompt engine disagreement | 66.666667 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 33.333333 | 100% | 33.333 | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
{"promptSlug":"agent-framework-longevity-licensing","corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75","0bc153bf-33f5-4a94-8772-c05749a3c096"],"parentSnapshotId":"2c0c4061-f378-4eae-8051-719dd21a6217","providerMatrixVersion":"64232fd32583"}{"promptSlug":"agent-framework-longevity-licensing","corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75","0bc153bf-33f5-4a94-8772-c05749a3c096"],"parentSnapshotId":"2c0c4061-f378-4eae-8051-719dd21a6217","providerMatrixVersion":"64232fd32583"}{"promptSlug":"agent-framework-longevity-licensing","corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75","0bc153bf-33f5-4a94-8772-c05749a3c096"],"parentSnapshotId":"2c0c4061-f378-4eae-8051-719dd21a6217","providerMatrixVersion":"64232fd32583"}{"promptSlug":"agent-framework-longevity-licensing","corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75","0bc153bf-33f5-4a94-8772-c05749a3c096"],"parentSnapshotId":"2c0c4061-f378-4eae-8051-719dd21a6217","providerMatrixVersion":"64232fd32583"}{"promptSlug":"agent-framework-longevity-licensing","corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75","0bc153bf-33f5-4a94-8772-c05749a3c096"],"parentSnapshotId":"2c0c4061-f378-4eae-8051-719dd21a6217","providerMatrixVersion":"64232fd32583"}{"promptSlug":"agent-framework-longevity-licensing","corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75","0bc153bf-33f5-4a94-8772-c05749a3c096"],"parentSnapshotId":"2c0c4061-f378-4eae-8051-719dd21a6217","providerMatrixVersion":"64232fd32583"}| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Jul 27, 2026 | 100% | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Jul 27, 2026 | 100% | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 1presence_events | measured | Jul 27, 2026 | 100% | View source
|
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