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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Public commercial prompt in the Rank.ai AI API Brands benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value |
|---|---|
| public_prompt_insightsCross-engine brand disagreement | 86.67 percentderived |
| public_prompt_insightsDistinct citation URLs | 11 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 10 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 66.67 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 0 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 66.67 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 14 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 33.33 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 25.36 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 129.35 index_pointsderived |
Every currently published position, as of Aug 2, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #10 | Prompt Brand Leaders | 66.67 | 7 ranks lost | v2-4-ai-model-api-platforms-2026-07-26-models-64232fd32583 | Explain Prompt Brand Leaders rank → |
| #9 | AI Engine Disagreement by Prompt | 86.67 | 2 ranks lost | v2-4-ai-model-api-platforms-2026-07-26-models-64232fd32583 | Explain AI Engine Disagreement by Prompt rank → |
| #5 | Prompt Citation Opportunities | 66.67 | 2 ranks lost | v2-4-ai-model-api-platforms-2026-07-26-models-64232fd32583 | Explain → |
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
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 brand presence events | 14 | 0% | — |
| public prompt citation urls | 11 | 0% | — |
| public prompt distinct reviewed brands | 10 | 0% | — |
| public prompt engine disagreement | 86.666667 | 0% | — |
| public prompt leading brand consensus | 66.666667 | 100% | 66.667 |
| public prompt leading brand owned citation coverage | 0 |
28 published observations for Which LLM API providers have the best global availability and uptime?, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 25.3571percentage_points | derived | Aug 2, 2026 | View source
|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 10brands | measured | Aug 2, 2026 | View source
|
| #5 | AI API Brands Prompt Volatility | 129.35 | — | v1-parent-19643f874dc6981a | Explain AI API Brands Prompt Volatility rank → |
|---|
| 0% |
| — |
| public prompt leading brand owned citation gap | 66.666667 | 0% | — |
|---|
{"promptSlug":"model-api-global-availability","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["0d274fca-d985-49ed-b152-b2e290a1aa72","95a5abe3-b835-4b2e-99c1-7cb98f090bc1","7795995d-a8a3-4c48-a90d-d1a01b7b36a0"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}{"promptSlug":"model-api-global-availability","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["0d274fca-d985-49ed-b152-b2e290a1aa72","95a5abe3-b835-4b2e-99c1-7cb98f090bc1","7795995d-a8a3-4c48-a90d-d1a01b7b36a0"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}{"promptSlug":"model-api-global-availability","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["0d274fca-d985-49ed-b152-b2e290a1aa72","95a5abe3-b835-4b2e-99c1-7cb98f090bc1","7795995d-a8a3-4c48-a90d-d1a01b7b36a0"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}{"promptSlug":"model-api-global-availability","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["0d274fca-d985-49ed-b152-b2e290a1aa72","95a5abe3-b835-4b2e-99c1-7cb98f090bc1","7795995d-a8a3-4c48-a90d-d1a01b7b36a0"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}{"promptSlug":"model-api-global-availability","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["0d274fca-d985-49ed-b152-b2e290a1aa72","95a5abe3-b835-4b2e-99c1-7cb98f090bc1","7795995d-a8a3-4c48-a90d-d1a01b7b36a0"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}{"promptSlug":"model-api-global-availability","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["0d274fca-d985-49ed-b152-b2e290a1aa72","95a5abe3-b835-4b2e-99c1-7cb98f090bc1","7795995d-a8a3-4c48-a90d-d1a01b7b36a0"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}{"promptSlug":"model-api-global-availability","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["0d274fca-d985-49ed-b152-b2e290a1aa72","95a5abe3-b835-4b2e-99c1-7cb98f090bc1","7795995d-a8a3-4c48-a90d-d1a01b7b36a0"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}{"promptSlug":"model-api-global-availability","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["0d274fca-d985-49ed-b152-b2e290a1aa72","95a5abe3-b835-4b2e-99c1-7cb98f090bc1","7795995d-a8a3-4c48-a90d-d1a01b7b36a0"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}| Distinct citation URLspublic-prompt-citation-urls | 11urls | measured | Aug 2, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 14presence_events | measured | Aug 2, 2026 | View source
|
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| Leading brand changedpublic-prompt-winner-changed | 1boolean | derived | Aug 2, 2026 | View source
|
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| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Aug 2, 2026 | View source
|
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| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 66.6667percentage_points | derived | Aug 2, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 86.6667percent | derived | Aug 2, 2026 | View source
|
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| Prompt volatility indexpublic-prompt-volatility-index | 129.3452index_points | derived | Aug 2, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Aug 2, 2026 | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Aug 2, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Jul 27, 2026 | View source
|
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| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 100percentage_points | derived | Jul 27, 2026 | View source
|
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| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 9brands | measured | Jul 27, 2026 | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 16presence_events | measured | Jul 27, 2026 | View source
|
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| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Jul 27, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 61.3095percent | derived | Jul 27, 2026 | View source
|
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| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 9brands | measured | Jul 27, 2026 | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 61.3095percent | derived | Jul 27, 2026 | View source
|
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| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Jul 27, 2026 | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 16presence_events | measured | Jul 27, 2026 | View source
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 61.3095percent | derived | Jul 27, 2026 | View source
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 16presence_events | measured | Jul 27, 2026 | View source
|
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| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Jul 27, 2026 | View source
|
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| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 9brands | measured | Jul 27, 2026 | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
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