Chroma vs Turbopuffer
Chroma vs Turbopuffer, compared side by side on 23 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Chroma is on 61/100 and Turbopuffer on 56/100.
Where each one leads
Chroma
- our overall score: 61/100 against 56/100
- agent readiness: 57/100 against 48/100
- domain rating: 79/100 against 71/100
- headcount: 103 against 36
- funding raised: $20.3M against $12.0M
- LinkedIn following: 8,672 against 5,902
Turbopuffer
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Chroma | Turbopuffer |
|---|---|---|
| What it is | Open-source AI-native vector database that makes knowledge and memory pluggable for LLM applications. | AI infrastructure for building intelligent applications. |
| Category | Artificial Intelligence, Developer Tools, Vector Database, Open Source | Artificial Intelligence, Developer Tools, Machine Learning, AI Infrastructure |
| Sells toBusiness model | Open Source / Cloud | B2B |
| Offering | Not published | Platform |
| Founded | 2022 | 2022 |
| Headquarters | San Francisco, United States | San Francisco, USA |
| Status | Active | Active |
Size, funding and growth
| Measure | Chroma | Turbopuffer |
|---|---|---|
| Employees | 103 | 36 |
| Total funding | $20.3M | $12.0M |
| Latest round | Seed | Seed |
| Valuation | $75.0M | $1.1B |
| LinkedIn followers | 8,672 | 5,902 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Chroma | Turbopuffer |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 61/100 | 56/100 |
| Traction | 57/100 | 51/100 |
| Team | 60/100 | 30/100 |
| Community | 15/100 | Not published |
| Search visibility | 42/100 | 45/100 |
| Quality | 68/100 | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (57/100) | D (48/100) |
| Domain ratingLink authority, 0-100 | 79/100 | 71/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Chroma | Turbopuffer |
|---|---|---|
| Hosting | Vercel | Vercel |
| CDN | Vercel | Vercel |
| CMS | Not detected | Ghost |
| Frameworks | Next.js, Tailwind CSS | Next.js, Tailwind CSS |
| Analytics | Google Tag Manager | Not detected |
| Open source | Yes | Yes |
| Self-hostable | Yes | No |
What users say
| Measure | Chroma | Turbopuffer |
|---|---|---|
| Reddit sentimentThreads we track | Not published | 3 positive, 1 negative across 6 threads |
“Is Turbopuffer the IKEA of AI search?. Doing $100M on $1M raised with ~20 employees. Winning deals with Anthropic, Notion, and Cursor with 100 fewer employees and 1/100th of the capital. You can think of Vector databases as the “stockrooms””r/StartupIntel
Chroma vs Turbopuffer: common questions
Which is better, Chroma or Turbopuffer?
On our 0-100 score Chroma rates higher (61/100 against 56/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 23 data points above: read the rows that match what you are buying for.
How do Chroma and Turbopuffer compare on the numbers?
Chroma leads on our overall score (61/100 against 56/100), agent readiness (57/100 against 48/100), domain rating (79/100 against 71/100), headcount (103 against 36), funding raised ($20.3M against $12.0M), LinkedIn following (8,672 against 5,902).
What do real users say about Chroma and Turbopuffer?
Turbopuffer: 3 positive and 1 negative mentions across 6 Reddit threads we track, mostly in r/StartupIntel.
Read the full Chroma review and pricing or the Turbopuffer review and pricing. You can also browse other Chroma alternatives we track.