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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.
Weaviate in the public Vector Databases 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_benchmarkAnthropic citation share | 0 percentderived | Jul 27, 2026 | Rank.ai Vector Databases Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkAnthropic mention coverage | 66.67 percentmeasured | Jul 27, 2026 | Rank.ai Vector Databases Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkAnthropic recommendation-prompt presence | 87.5 percentmeasured | Jul 27, 2026 | Rank.ai Vector Databases Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkCitation share | 2.22 percentderived | Jul 27, 2026 | Rank.ai Vector Databases Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkEngine breadth | 3 enginesmeasured | Jul 27, 2026 | Rank.ai Vector Databases Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkGemini citation share | 5.88 percentderived | Jul 27, 2026 | Rank.ai Vector Databases Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkGemini mention coverage | 16.67 percentmeasured | Jul 27, 2026 | Rank.ai Vector Databases Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkGemini recommendation-prompt presence | 25 percentmeasured | Jul 27, 2026 | Rank.ai Vector Databases Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkMention coverage | 44.44 percentmeasured | Jul 27, 2026 | Rank.ai Vector Databases Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkOpenAI citation share | 0 percentderived | Jul 27, 2026 | Rank.ai Vector Databases Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkOpenAI mention coverage | 50 percentmeasured | Jul 27, 2026 | Rank.ai Vector Databases Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkOpenAI recommendation-prompt presence | 75 percentmeasured | Jul 27, 2026 | Rank.ai Vector Databases Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkRecommendation-prompt presence | 62.5 percentmeasured | Jul 27, 2026 | Rank.ai Vector Databases Prompt Benchmark ↗Grade A | 100% |
| public_prompt_benchmarkReviewed-brand presence share | 15.84 percentderived | Jul 27, 2026 | Rank.ai Vector Databases 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 | Vector Database Platform Rankvector-database-platform-brand-rank | 62.5 | — | 100% | Jul 27, 2026 | v4-vector-database-platforms-2026-07-27-models-64232fd32583 | Explain → |
| #3 | Vector Databases Brand Visibilityvector-database-platforms-brand-visibility | 44.44 | — | 100% | Jul 27, 2026 | v4-vector-database-platforms-2026-07-27-models-64232fd32583 | Explain → |
| #8 | Vector Databases Citation Sharevector-database-platforms-brand-citation-share | 2.22 | — | 100% | Jul 27, 2026 | v4-vector-database-platforms-2026-07-27-models-64232fd32583 | Explain → |
Ranks a reviewed Vector Databases brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt anthropic brand citation share | 0 | 0% | — | 1 | available |
| public prompt anthropic brand mention coverage | 66.666667 | 0% | — | 1 | available |
| public prompt anthropic brand recommendation presence | 87.5 | 0% | — | 1 | available |
14 published observations for Weaviate. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 87.5percent | measured | Jul 27, 2026 | 100% | View source
|
| #2 | Vector Databases Engine Breadthvector-database-platforms-brand-engine-breadth | 3 | — | 100% | Jul 27, 2026 | v4-vector-database-platforms-2026-07-27-models-64232fd32583 | Explain → |
|---|
| #2 | Vector Databases Brands in OpenAI Model API Answersvector-database-platforms-brand-openai-visibility | 75 | — | 100% | Jul 27, 2026 | v4-vector-database-platforms-2026-07-27-models-64232fd32583 | Explain → |
|---|
| #2 | Vector Databases Brands in Anthropic Model API Answersvector-database-platforms-brand-anthropic-visibility | 87.5 | — | 100% | Jul 27, 2026 | v4-vector-database-platforms-2026-07-27-models-64232fd32583 | Explain → |
|---|
| #4 | Vector Databases Brands in Gemini Model API Answersvector-database-platforms-brand-gemini-visibility | 25 | — | 100% | Jul 27, 2026 | v4-vector-database-platforms-2026-07-27-models-64232fd32583 | Explain → |
|---|
| public prompt brand citation share | 2.222222 | 0% | — | 1 | available |
|---|
| public prompt brand engine breadth | 3 | 0% | — | 1 | available |
|---|
| public prompt brand mention coverage | 44.444444 | 0% | — | 1 | available |
|---|
| public prompt brand mention share | 15.841584 | 0% | — | 1 | available |
|---|
| public prompt brand recommendation presence | 62.5 | 100% | 62.5 | 1 | available |
|---|
| public prompt gemini brand citation share | 5.882353 | 0% | — | 1 | available |
|---|
| public prompt gemini brand mention coverage | 16.666667 | 0% | — | 1 | available |
|---|
| public prompt gemini brand recommendation presence | 25 | 0% | — | 1 | available |
|---|
| public prompt openai brand citation share | 0 | 0% | — | 1 | available |
|---|
| public prompt openai brand mention coverage | 50 | 0% | — | 1 | available |
|---|
| public prompt openai brand recommendation presence | 75 | 0% | — | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
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Reviewed-brand presence sharepublic-prompt-brand-mention-share | 15.8416percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 50percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 5.8824percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 0percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Mention coveragepublic-prompt-brand-mention-coverage | 44.4444percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 66.6667percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 0percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 25percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Citation sharepublic-prompt-brand-citation-share | 2.2222percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 16.6667percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 75percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 62.5percent | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Engine breadthpublic-prompt-brand-engine-breadth | 3engines | measured | Jul 27, 2026 | 100% | View source
|
|---|