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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Zilliz Cloud / Milvus 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 |
|---|---|
| public_prompt_benchmarkAnthropic citation share | 0 percentderived |
| public_prompt_benchmarkAnthropic mention coverage | 8.33 percentmeasured |
| public_prompt_benchmarkAnthropic recommendation-prompt presence | 12.5 percentmeasured |
| public_prompt_benchmarkCitation share | 3.85 percentderived |
| public_prompt_benchmarkEngine breadth | 3 enginesmeasured |
| public_prompt_benchmarkGemini citation share | 6.67 percentderived |
| public_prompt_benchmarkGemini mention coverage | 16.67 percentmeasured |
| public_prompt_benchmarkGemini recommendation-prompt presence | 25 percentmeasured |
| public_prompt_benchmarkMention coverage | 22.22 percentmeasured |
| public_prompt_benchmarkOpenAI citation share | 0 percentderived |
| public_prompt_benchmarkOpenAI mention coverage | 41.67 percentmeasured |
| public_prompt_benchmarkOpenAI recommendation-prompt presence | 62.5 percentmeasured |
| public_prompt_benchmarkRecommendation-prompt presence | 33.33 percentmeasured |
| public_prompt_benchmarkReviewed-brand presence share | 11.43 percentderived |
Recommendation rank, answer presence, owned-domain citation share, provider breadth, and provider-specific position from the same frozen daily cohorts. Open any cell for the full denominator and evidence.
| Market | Recommend | Presence | Citation | Breadth | OpenAI | Anthropic | Gemini | Market action |
|---|---|---|---|---|---|---|---|---|
| Vector databases | #433.3 | #522.2 | #73.8 | #43 | #462.5 | #412.5 | #425 | Track market → |
Every currently published position, as of Aug 4, 2026 · 100% confidence · methodology v4-vector-database-platforms-2026-07-27-models-64232fd32583.
| Rank | Leaderboard | Score | Movement | Explain |
|---|---|---|---|---|
| #4 | Vector Database Platform Rank | 33.33 | — | Explain Vector Database Platform Rank rank → |
| #5 | Vector Databases Brand Visibility | 22.22 | 1 ranks lost | Explain Vector Databases Brand Visibility rank → |
| #7 | Vector Databases Citation Share | 3.85 | 6 ranks lost | Explain Vector Databases Citation Share rank → |
| #4 |
Ranks a reviewed Vector Databases brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
100% confidence · 100% component coverage · as of Aug 4, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt anthropic brand citation share | 0 | 0% | — |
| public prompt anthropic brand mention coverage | 8.333333 | 0% | — |
| public prompt anthropic brand recommendation presence | 12.5 | 0% | — |
| public prompt brand citation share | 3.846154 | 0% | — |
| public prompt brand engine breadth | 3 | 0% | — |
| public prompt brand mention coverage | 22.222222 | 0% | — |
| public prompt brand mention share |
28 published observations for Zilliz Cloud / Milvus, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 25percent | measured | Aug 4, 2026 | View source
|
| Vector Databases Engine Breadth |
|---|
| 3 |
| — |
| Explain Vector Databases Engine Breadth rank → |
| #4 | Vector Databases Brands in OpenAI Model API Answers | 62.5 | — | Explain Vector Databases Brands in OpenAI Model API Answers rank → |
|---|
| #4 | Vector Databases Brands in Anthropic Model API Answers | 12.5 | — | Explain Vector Databases Brands in Anthropic Model API Answers rank → |
|---|
| #4 | Vector Databases Brands in Gemini Model API Answers | 25 | 2 ranks lost | Explain Vector Databases Brands in Gemini Model API Answers rank → |
|---|
| 11.428571 |
| 0% |
| — |
| public prompt brand recommendation presence | 33.333333 | 100% | 33.333 |
|---|
| public prompt gemini brand citation share | 6.666667 | 0% | — |
|---|
| public prompt gemini brand mention coverage | 16.666667 | 0% | — |
|---|
| public prompt gemini brand recommendation presence | 25 | 0% | — |
|---|
| public prompt openai brand citation share | 0 | 0% | — |
|---|
| public prompt openai brand mention coverage | 41.666667 | 0% | — |
|---|
| public prompt openai brand recommendation presence | 62.5 | 0% | — |
|---|
No component moved since the prior snapshot.
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Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 16.6667percent | measured | Aug 4, 2026 | View source
|
|---|
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 0percent | derived | Aug 4, 2026 | View source
|
|---|
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 8.3333percent | measured | Aug 4, 2026 | View source
|
|---|
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 12.5percent | measured | Aug 4, 2026 | View source
|
|---|
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 33.3333percent | measured | Aug 4, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-brand-engine-breadth | 3engines | measured | Aug 4, 2026 | View source
|
|---|
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 62.5percent | measured | Aug 4, 2026 | View source
|
|---|
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 0percent | derived | Aug 4, 2026 | View source
|
|---|
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 6.6667percent | derived | Aug 4, 2026 | View source
|
|---|
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 11.4286percent | derived | Aug 4, 2026 | View source
|
|---|
| Citation sharepublic-prompt-brand-citation-share | 3.8462percent | derived | Aug 4, 2026 | View source
|
|---|
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 41.6667percent | measured | Aug 4, 2026 | View source
|
|---|
| Mention coveragepublic-prompt-brand-mention-coverage | 22.2222percent | measured | Aug 4, 2026 | View source
|
|---|
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 50percent | measured | Jul 27, 2026 | View source
|
|---|
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 23.0769percent | derived | Jul 27, 2026 | View source
|
|---|
| Citation sharepublic-prompt-brand-citation-share | 26.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 14.8515percent | derived | Jul 27, 2026 | View source
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| Mention coveragepublic-prompt-brand-mention-coverage | 41.6667percent | measured | Jul 27, 2026 | View source
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| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 33.3333percent | measured | Jul 27, 2026 | View source
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|---|
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 29.4118percent | derived | Jul 27, 2026 | View source
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| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 50percent | measured | Jul 27, 2026 | View source
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| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 26.6667percent | derived | Jul 27, 2026 | View source
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| Engine breadthpublic-prompt-brand-engine-breadth | 3engines | measured | Jul 27, 2026 | View source
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| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 37.5percent | measured | Jul 27, 2026 | View source
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|---|
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 41.6667percent | measured | Jul 27, 2026 | View source
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|---|
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 50percent | measured | Jul 27, 2026 | View source
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|---|
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 62.5percent | measured | Jul 27, 2026 | View source
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