Prompts ranked by mean pairwise Jaccard distance between the reviewed-brand sets surfaced by each engine.
RANK.AI DATA / LATEST PUBLICATION
Prompt brand leaders
20 prompts ranked by leading brand engine consensus.
What are the best LLM API platforms for a production application? is out in front at 100.0%.
20 promptschecked Sep 10, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
In front today
What are the best LLM API platforms for a production application?
100.0%leading brand engine consensus
- Ahead of second place
- 0%
- Held by the top three
- 23%
- Middle of the board
- 66.7%
- Below half the leader
- 3 of 20
Highest 100.0%Middle 66.7%
WHY THIS RANK / VERIFIED SNAPSHOT
Recommend AI model API providers for regulated enterprise workloads.
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
- #19
- Score
- 33.333 percent
- Sample size
- 3
100% confidence · 100% component coverage · as of Sep 10, 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 | 2 | 0% | — |
| public prompt citation urls | 10 | 0% | — |
| public prompt distinct reviewed brands | 2 | 0% | — |
| public prompt engine disagreement | 66.666667 | 0% | — |
| public prompt leading brand consensus | 33.333333 | 100% | 33.333 |
| public prompt leading brand owned citation coverage | 0 | 0% | — |
| public prompt leading brand owned citation gap | 33.333333 | 0% | — |
WHY IT MOVED
-14 ranksdown since prior snapshot
- public prompt leading brand consensus66.667 → 33.333-33.333
- public prompt leading brand owned citation coverage33.333 → 0-33.333
- public prompt engine disagreement94.444 → 66.667-27.778
- public prompt brand presence events7 → 2-5
- public prompt citation urls14 → 10-4
- public prompt distinct reviewed brands6 → 2-4
- public prompt leading brand owned citation gap33.333 → 33.333-0
PRIMARY EVIDENCE
7 public recordsSource trail
Reviewed-brand presence eventspublic prompt brand presence events · observed Sep 10, 2026, 12:00 AM UTC2 presence_events100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"regulated-industry-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["c13a822d-0bfb-45bb-8efb-d3a973bb5bab","fac34ef2-17d3-4193-83b5-01fcc72d680b","28ea656e-00d1-49f8-be1b-b75373724a98"],"parentSnapshotId":"5822220c-0bc2-456a-a7a8-9bcfe3108738","providerMatrixVersion":"64232fd32583"}
Distinct citation URLspublic prompt citation urls · observed Sep 10, 2026, 12:00 AM UTC10 urls100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"regulated-industry-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["c13a822d-0bfb-45bb-8efb-d3a973bb5bab","fac34ef2-17d3-4193-83b5-01fcc72d680b","28ea656e-00d1-49f8-be1b-b75373724a98"],"parentSnapshotId":"5822220c-0bc2-456a-a7a8-9bcfe3108738","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Sep 10, 2026, 12:00 AM UTC2 brands100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"regulated-industry-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["c13a822d-0bfb-45bb-8efb-d3a973bb5bab","fac34ef2-17d3-4193-83b5-01fcc72d680b","28ea656e-00d1-49f8-be1b-b75373724a98"],"parentSnapshotId":"5822220c-0bc2-456a-a7a8-9bcfe3108738","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementpublic prompt engine disagreement · observed Sep 10, 2026, 12:00 AM UTC66.667 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"regulated-industry-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["c13a822d-0bfb-45bb-8efb-d3a973bb5bab","fac34ef2-17d3-4193-83b5-01fcc72d680b","28ea656e-00d1-49f8-be1b-b75373724a98"],"parentSnapshotId":"5822220c-0bc2-456a-a7a8-9bcfe3108738","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensuspublic prompt leading brand consensus · observed Sep 10, 2026, 12:00 AM UTC33.333 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"regulated-industry-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["c13a822d-0bfb-45bb-8efb-d3a973bb5bab","fac34ef2-17d3-4193-83b5-01fcc72d680b","28ea656e-00d1-49f8-be1b-b75373724a98"],"parentSnapshotId":"5822220c-0bc2-456a-a7a8-9bcfe3108738","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Sep 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"regulated-industry-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["c13a822d-0bfb-45bb-8efb-d3a973bb5bab","fac34ef2-17d3-4193-83b5-01fcc72d680b","28ea656e-00d1-49f8-be1b-b75373724a98"],"parentSnapshotId":"5822220c-0bc2-456a-a7a8-9bcfe3108738","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Sep 10, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"regulated-industry-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["c13a822d-0bfb-45bb-8efb-d3a973bb5bab","fac34ef2-17d3-4193-83b5-01fcc72d680b","28ea656e-00d1-49f8-be1b-b75373724a98"],"parentSnapshotId":"5822220c-0bc2-456a-a7a8-9bcfe3108738","providerMatrixVersion":"64232fd32583"}
More in Prompt intelligence
Prompt winners, engine disagreement, volatility, commercial intent, and source gaps.
Prompts where the leading reviewed brand appears across engines but its own domains are not cited.
Prompts ranked by cross-day leader changes and movement in cross-engine consensus and disagreement.