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Loading the latest published snapshot and its supporting evidence.
LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Public recommendation 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 | As of | Evidence | Confidence |
|---|---|---|---|---|
| public_prompt_insightsCross-engine brand disagreement | 67.22 percentderived | Jul 27, 2026 | Rank.ai Public Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct citation URLs | 17 urlsmeasured | Jul 27, 2026 | Rank.ai Public Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct reviewed brands surfaced | 5 brandsmeasured | Jul 27, 2026 | Rank.ai Public Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand engine consensus | 100 percentderived | Jul 27, 2026 | Rank.ai Public Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsReviewed-brand presence events | 8 presence_eventsmeasured | Jul 27, 2026 | Rank.ai Public 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 |
|---|---|---|---|---|---|---|---|
| #2 | Prompt Brand Leadersai-prompt-brand-leaders | 100 | — | 100% | Jul 27, 2026 | v1-4-ai-model-api-platforms-2026-07-26-models-64232fd32583 | Explain → |
| #5 | AI Engine Disagreement by Promptai-prompt-engine-disagreement | 67.22 | — | 100% | Jul 27, 2026 | v1-4-ai-model-api-platforms-2026-07-26-models-64232fd32583 | 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 | 8 | 0% | — | 1 | available |
| public prompt citation urls | 17 | 0% | — | 1 | available |
| public prompt distinct reviewed brands | 5 | 0% | — | 1 | available |
10 published observations for Recommend the best multimodal model APIs for text and image workflows.. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | 100% | View source
|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 5brands | measured | Jul 27, 2026 | 100% | View source
|
| public prompt engine disagreement | 67.222222 | 0% | — | 1 | available |
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| public prompt leading brand consensus | 100 | 100% | 100 | 1 | available |
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methodology_changed
The methodology changed from the prior snapshot; movement is not directly comparable.
No comparable component drivers were published.
{"promptSlug":"multimodal-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["ec958618-af35-48ee-b727-99c0c8882d24","ad334c77-bf5b-47c4-afaf-5304931b649b","5c50457d-0925-497b-af11-f909788d708e"],"parentSnapshotId":"6078eb80-2fb9-4d60-a6a6-94f2aaac061d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"multimodal-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["ec958618-af35-48ee-b727-99c0c8882d24","ad334c77-bf5b-47c4-afaf-5304931b649b","5c50457d-0925-497b-af11-f909788d708e"],"parentSnapshotId":"6078eb80-2fb9-4d60-a6a6-94f2aaac061d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"multimodal-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["ec958618-af35-48ee-b727-99c0c8882d24","ad334c77-bf5b-47c4-afaf-5304931b649b","5c50457d-0925-497b-af11-f909788d708e"],"parentSnapshotId":"6078eb80-2fb9-4d60-a6a6-94f2aaac061d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"multimodal-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["ec958618-af35-48ee-b727-99c0c8882d24","ad334c77-bf5b-47c4-afaf-5304931b649b","5c50457d-0925-497b-af11-f909788d708e"],"parentSnapshotId":"6078eb80-2fb9-4d60-a6a6-94f2aaac061d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"multimodal-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["ec958618-af35-48ee-b727-99c0c8882d24","ad334c77-bf5b-47c4-afaf-5304931b649b","5c50457d-0925-497b-af11-f909788d708e"],"parentSnapshotId":"6078eb80-2fb9-4d60-a6a6-94f2aaac061d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"multimodal-model-api","corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["ec958618-af35-48ee-b727-99c0c8882d24","ad334c77-bf5b-47c4-afaf-5304931b649b","5c50457d-0925-497b-af11-f909788d708e"],"parentSnapshotId":"6078eb80-2fb9-4d60-a6a6-94f2aaac061d","providerMatrixVersion":"64232fd32583"}| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 67.2222percent | derived | Jul 27, 2026 | 100% | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 8presence_events | measured | Jul 27, 2026 | 100% | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 5brands | measured | Jul 27, 2026 | 100% | View source
|
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| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 67.2222percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 8presence_events | measured | Jul 27, 2026 | 100% | View source
|
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