Vector databases · Named, not rankedTurbopuffer
Turbopuffer is a serverless vector search engine built on object storage · turbopuffer.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Turbopuffer has 1.
Why models recommend it
No positive label carried a quote.
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Turbopuffer, over the 3 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 3 | 3 | View → | |
| 3 | 1 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → | |
| 2 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Turbopuffer's own site, not checked by Gane.
- For
- AI applications, semantic search, recommendation systems, and any use case requiring high-performance similarity search
- Price stated
- launch: $16/month minimum usage; scale: $256/month minimum usage; enterprise: >=$4,096/month 35% usage premium
- Starting price
- 16
- Certifications
- HIPAA, SOC 2 Type II, GDPR, CCPA
- Hosting
- the region you select
- Customers named
- Anthropic, Cognition, Notion, Atlassian, Ramp, Bridgewater Associates, Fal, Legora
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 3 of the 3 answers that named Turbopuffer and are not a share of its labels.
Domains cited
Eleven of the thirteen domain citations in answers naming Turbopuffer came from a third party's page. Two 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 | 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 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 21 | 4 | 2026-09-04 | Object storage | |
| Podcast or video | 13 | 0 | 2026-05-14 | Object storage | |
| Case study | 12 | undated | |||
| Conference or event | 4 | undated |
Most recent
- 2026-09-04Large scale code search blog
- 2026-08-14How to ship a database every day blog
- 2026-08-03Video ai engineer pragmatic engineer blog
- 2026-07-01Video ai engineer legora blog
- 2026-06-09Video rag is dead right blog
- 2026-05-20Reinforcement learning sid ai blog
How it is countedHide how it is counted
Every page turbopuffer.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.