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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 | 17 urlsmeasured | Jul 27, 2026 | Rank.ai Agent Frameworks Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct reviewed brands surfaced | 2 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 | 2 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 |
|---|---|---|---|---|---|---|---|
| #11 | Agent Frameworks Prompt Brand Leadersai-agent-frameworks-prompt-brand-leaders | 33.33 | — | 100% | Jul 27, 2026 | v1-parent-b391f18dce56ed52 | Explain → |
| #4 | 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 | 2 | 0% | — | 1 | available |
| public prompt citation urls | 17 | 0% | — | 1 | available |
| public prompt distinct reviewed brands |
5 published observations for Which reliability criteria matter when choosing an agent framework, including state, retries, tracing, and deterministic tests?. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 2presence_events | measured | Jul 27, 2026 | 100% | View source
|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 2brands | measured | Jul 27, 2026 | 100% | View source
|
| 2 |
| 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-reliability-criteria","corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","dc46f710-66f2-478f-8eab-1d9090db667f"],"parentSnapshotId":"2c0c4061-f378-4eae-8051-719dd21a6217","providerMatrixVersion":"64232fd32583"}{"promptSlug":"agent-framework-reliability-criteria","corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","dc46f710-66f2-478f-8eab-1d9090db667f"],"parentSnapshotId":"2c0c4061-f378-4eae-8051-719dd21a6217","providerMatrixVersion":"64232fd32583"}{"promptSlug":"agent-framework-reliability-criteria","corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","dc46f710-66f2-478f-8eab-1d9090db667f"],"parentSnapshotId":"2c0c4061-f378-4eae-8051-719dd21a6217","providerMatrixVersion":"64232fd32583"}{"promptSlug":"agent-framework-reliability-criteria","corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","dc46f710-66f2-478f-8eab-1d9090db667f"],"parentSnapshotId":"2c0c4061-f378-4eae-8051-719dd21a6217","providerMatrixVersion":"64232fd32583"}{"promptSlug":"agent-framework-reliability-criteria","corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","dc46f710-66f2-478f-8eab-1d9090db667f"],"parentSnapshotId":"2c0c4061-f378-4eae-8051-719dd21a6217","providerMatrixVersion":"64232fd32583"}{"promptSlug":"agent-framework-reliability-criteria","corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","dc46f710-66f2-478f-8eab-1d9090db667f"],"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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| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Jul 27, 2026 | 100% | View source
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