# SQLite-vec: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/sqlite-vec

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Vector databases](https://www.gane.ai/index/it/it-data/vector-databases/index.md) | 0% | 43 | 100% | 1 |

## And against it

- "A single sqlite-vec database can't serve millions of shared vectors efficiently, the serverless cloud offering is still in beta" (Claude Haiku 4.5, Vector databases)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named SQLite-vec, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- actian.com: 1
- ai.plainenglish.io: 1
- altexsoft.com: 1
- arxiv.org: 1
- couchbase.com: 1
- dev.to: 1
- firecrawl.dev: 1
- gane.ai/index: 1
- image-ppubs.uspto.gov: 1
- liveblocks.io: 1

### Pages cited

- https://actian.com/blog/databases/how-to-evaluate-vector-databases-in-2026: 1
- https://ai.plainenglish.io/comparative-guide-to-open-source-vector-databases-for-2025-5788ec5bf60b: 1
- https://altexsoft.com/blog/vector-databases-compared: 1
- https://arxiv.org/pdf/2510.26835: 1
- https://arxiv.org/pdf/2608.15994: 1
- https://couchbase.com/blog/vector-database-vs-graph-database: 1
- https://dev.to/t/vectordatabase/page/18: 1
- https://dev.to/t/vectordatabase/page/3: 1

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.