The leading reviewed brand for every public prompt, with cross-engine consensus and complete bounded evidence.
RANK.AI DATA / LATEST PUBLICATION
AI engine disagreement by prompt
20 prompts ranked by cross engine brand disagreement.
Recommend a reliable hosted model API for a customer-facing product. is out in front at 100.0%.
20 promptschecked Aug 2, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
In front today
Recommend a reliable hosted model API for a customer-facing product.
100.0%cross engine brand disagreement
- Ahead of second place
- 4.8%
- Held by the top three
- 18%
- Middle of the board
- 86.7%
- Below half the leader
- 1 of 20
Highest 100.0%Middle 86.7%
WHY THIS RANK / VERIFIED SNAPSHOT
Recommend a reliable hosted model API for a customer-facing product.
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
availablePermalink to this snapshot ↗
- Published rank
- #1
- Score
- 100 percent
- Sample size
- 3
100% confidence · 100% component coverage · as of Aug 2, 2026, 12:00 AM UTC
SCORE CONSTRUCTION
7/7 evidencedComponent ledger
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 8 | 0% | — |
| public prompt citation urls | 11 | 0% | — |
| public prompt distinct reviewed brands | 8 | 0% | — |
| public prompt engine disagreement | 100 | 100% | 100 |
| public prompt leading brand consensus | 33.333333 | 0% | — |
| public prompt leading brand owned citation coverage | 0 | 0% | — |
| public prompt leading brand owned citation gap | 33.333333 | 0% | — |
WHY IT MOVED
0 ranksflat since prior snapshot
No component moved since the prior snapshot.
PRIMARY EVIDENCE
7 public recordsSource trail
Reviewed-brand presence eventspublic prompt brand presence events · observed Aug 2, 2026, 12:00 AM UTC8 presence_events100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"reliable-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["2b18bcf7-799e-4d20-9c51-c429414678f5","838c327f-6b83-4b41-a487-a9eaf5cdabd6","9d10bc79-4ad4-4765-b022-abc2797abbd1"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}
Distinct citation URLspublic prompt citation urls · observed Aug 2, 2026, 12:00 AM UTC11 urls100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"reliable-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["2b18bcf7-799e-4d20-9c51-c429414678f5","838c327f-6b83-4b41-a487-a9eaf5cdabd6","9d10bc79-4ad4-4765-b022-abc2797abbd1"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Aug 2, 2026, 12:00 AM UTC8 brands100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"reliable-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["2b18bcf7-799e-4d20-9c51-c429414678f5","838c327f-6b83-4b41-a487-a9eaf5cdabd6","9d10bc79-4ad4-4765-b022-abc2797abbd1"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementpublic prompt engine disagreement · observed Aug 2, 2026, 12:00 AM UTC100 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"reliable-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["2b18bcf7-799e-4d20-9c51-c429414678f5","838c327f-6b83-4b41-a487-a9eaf5cdabd6","9d10bc79-4ad4-4765-b022-abc2797abbd1"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensuspublic prompt leading brand consensus · observed Aug 2, 2026, 12:00 AM UTC33.333 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"reliable-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["2b18bcf7-799e-4d20-9c51-c429414678f5","838c327f-6b83-4b41-a487-a9eaf5cdabd6","9d10bc79-4ad4-4765-b022-abc2797abbd1"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Aug 2, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"reliable-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["2b18bcf7-799e-4d20-9c51-c429414678f5","838c327f-6b83-4b41-a487-a9eaf5cdabd6","9d10bc79-4ad4-4765-b022-abc2797abbd1"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Aug 2, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"reliable-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["2b18bcf7-799e-4d20-9c51-c429414678f5","838c327f-6b83-4b41-a487-a9eaf5cdabd6","9d10bc79-4ad4-4765-b022-abc2797abbd1"],"parentSnapshotId":"d7b02adb-ea58-4ed6-9c99-33a1e72cf5f4","providerMatrixVersion":"64232fd32583"}
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