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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Redis 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 | 0 percentmeasured |
| public_prompt_benchmarkAnthropic recommendation-prompt presence | 0 percentmeasured |
| public_prompt_benchmarkCitation share | 26.92 percentderived |
| public_prompt_benchmarkEngine breadth | 2 enginesmeasured |
| public_prompt_benchmarkGemini citation share | 26.67 percentderived |
| public_prompt_benchmarkGemini mention coverage | 33.33 percentmeasured |
| public_prompt_benchmarkGemini recommendation-prompt presence | 25 percentmeasured |
| public_prompt_benchmarkMention coverage | 25 percentmeasured |
| public_prompt_benchmarkOpenAI citation share | 30 percentderived |
| public_prompt_benchmarkOpenAI mention coverage | 41.67 percentmeasured |
| public_prompt_benchmarkOpenAI recommendation-prompt presence | 37.5 percentmeasured |
| public_prompt_benchmarkRecommendation-prompt presence | 20.83 percentmeasured |
| public_prompt_benchmarkReviewed-brand presence share | 12.86 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 | #520.8 | #425 | #226.9 | #52 | #537.5 | #60 | #525 | 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 |
|---|---|---|---|---|
| #5 | Vector Database Platform Rank | 20.83 | — | Explain Vector Database Platform Rank rank → |
| #4 | Vector Databases Brand Visibility | 25 | 1 ranks gained | Explain Vector Databases Brand Visibility rank → |
| #2 | Vector Databases Citation Share | 26.92 | 4 ranks gained | Explain Vector Databases Citation Share rank → |
| #5 | Vector Databases Engine Breadth |
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 | 0 | 0% | — |
| public prompt anthropic brand recommendation presence | 0 | 0% | — |
| public prompt brand citation share | 26.923077 | 0% | — |
| public prompt brand engine breadth | 2 | 0% | — |
| public prompt brand mention coverage | 25 | 0% | — |
| public prompt brand mention share | 12.857143 |
28 published observations for Redis, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 0percent | derived | Aug 4, 2026 | View source
|
| 2 |
| — |
| Explain Vector Databases Engine Breadth rank → |
| #5 | Vector Databases Brands in OpenAI Model API Answers | 37.5 | 3 ranks gained | Explain Vector Databases Brands in OpenAI Model API Answers rank → |
|---|
| #6 | Vector Databases Brands in Anthropic Model API Answers | 0 | 1 ranks lost | Explain Vector Databases Brands in Anthropic Model API Answers rank → |
|---|
| #5 | Vector Databases Brands in Gemini Model API Answers | 25 | 2 ranks gained | Explain Vector Databases Brands in Gemini Model API Answers rank → |
|---|
| 0% |
| — |
| public prompt brand recommendation presence | 20.833333 | 100% | 20.833 |
|---|
| public prompt gemini brand citation share | 26.666667 | 0% | — |
|---|
| public prompt gemini brand mention coverage | 33.333333 | 0% | — |
|---|
| public prompt gemini brand recommendation presence | 25 | 0% | — |
|---|
| public prompt openai brand citation share | 30 | 0% | — |
|---|
| public prompt openai brand mention coverage | 41.666667 | 0% | — |
|---|
| public prompt openai brand recommendation presence | 37.5 | 0% | — |
|---|
No component moved since the prior snapshot.
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Engine breadthpublic-prompt-brand-engine-breadth | 2engines | measured | Aug 4, 2026 | View source
|
|---|
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 30percent | derived | Aug 4, 2026 | View source
|
|---|
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 12.8571percent | derived | Aug 4, 2026 | View source
|
|---|
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 0percent | measured | Aug 4, 2026 | View source
|
|---|
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 0percent | measured | Aug 4, 2026 | View source
|
|---|
| Citation sharepublic-prompt-brand-citation-share | 26.9231percent | derived | Aug 4, 2026 | View source
|
|---|
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 25percent | measured | Aug 4, 2026 | View source
|
|---|
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 20.8333percent | measured | Aug 4, 2026 | View source
|
|---|
| Mention coveragepublic-prompt-brand-mention-coverage | 25percent | measured | Aug 4, 2026 | View source
|
|---|
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 37.5percent | measured | Aug 4, 2026 | View source
|
|---|
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 26.6667percent | derived | Aug 4, 2026 | View source
|
|---|
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 33.3333percent | measured | Aug 4, 2026 | View source
|
|---|
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 41.6667percent | measured | Aug 4, 2026 | View source
|
|---|
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 12.5percent | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 5.9406percent | derived | Jul 27, 2026 | View source
|
|---|
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 11.7647percent | derived | Jul 27, 2026 | View source
|
|---|
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 8.3333percent | measured | Jul 27, 2026 | View source
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| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 16.6667percent | measured | Jul 27, 2026 | View source
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| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 37.5percent | measured | Jul 27, 2026 | View source
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| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 12.5percent | measured | Jul 27, 2026 | View source
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| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 0percent | 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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| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 25percent | measured | Jul 27, 2026 | View source
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|---|
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 20.8333percent | measured | Jul 27, 2026 | View source
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| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 15.3846percent | derived | Jul 27, 2026 | View source
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| Mention coveragepublic-prompt-brand-mention-coverage | 16.6667percent | measured | Jul 27, 2026 | View source
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| Citation sharepublic-prompt-brand-citation-share | 8.8889percent | derived | Jul 27, 2026 | View source
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