Vector databases · RankedLanceDB
LanceDB is a vector database and multimodal lakehouse for teams building AI models · lancedb.com ↗
Why models recommend it
“If you want the easiest setup for small projects, consider Chroma or LanceDB.”Mistral Small · Budget-constrained question · alternative
“If you want zero server overhead (Embedded): LanceDB (Lowest Ops Overhead)”Gemini 3.5 Flash · Budget-constrained question · alternative
“Emerging Contender ... Trade-off: Smaller community, less mature than others”MiniMax M2.5 · Budget-constrained question · alternative
“simpler self-hosted single-binary solutions like Qdrant or LanceDB”Gemini 3.5 Flash · Negative question · alternative
What gives them pause
“Pure Dedicated Vector DB Startups (e.g., Pinecone, Weaviate, Qdrant, LanceDB as standalone) ... Critics argue they're often unnecessary "scams" or overkill”Grok 4.20 · Negative question · warning
Also on the shortlist
The products named in the same answers as LanceDB, over the 34 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 33 | 11 | View → | |
| 32 | 14 | View → | |
| 31 | 5 | View → | |
| 28 | 1 | View → | |
| 27 | 2 | View → | |
| 20 | 0 | View → | |
| 12 | 0 | View → | |
| 7 | 1 | View → | |
| 7 | 0 | View → | |
| 6 | 0 | View → |
What the models named instead of LanceDB →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on LanceDB's own site, not checked by Gane.
- For
- teams building AI models
- Certifications
- GDPR, HIPAA, SOC 2 Type II
- Customers named
- Midjourney, Runway, Character.AI, Harvey, Netflix, CodeRabbit, Continue, AnythingLLM
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 29 of the 34 answers that named LanceDB and are not a share of its labels.
Domains cited
Seventy-eight of the eighty-three domain citations in answers naming LanceDB came from a third party's page. Five were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 122 | 39 | 2026-09-28 | ||
| News or press | 15 | 13 | 2026-09-23 | ||
| Comparison | 11 | 0 | 2026-06-15 | Vector databases | |
| Case study | 4 | 1 | 2026-07-11 | ||
| Conference or event | 1 | 1 | 2026-09-27 |
Most recent
- 2026-09-28How jev compares to other rerankers blog
- 2026-09-27Announcing reverie summit 2026 conference or event
- 2026-09-2310 billion vector search blog
- 2026-09-23Make handwritten notes searchable optimizing an ocr pipeline with lancedb blog
- 2026-09-23Newsletter august 2026 news or press
- 2026-09-23Newsletter january 2026 news or press
How it is countedHide how it is counted
Every page lancedb.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.