Chroma vs Turbopuffer
Which Search AI tool is better in 2026?
Chroma
Open-source search infrastructure for AI with vector, full-text, regex, and metadata search.
Turbopuffer
Object-storage-native vector and full-text search at massive scale
Side-by-side
Chroma leads on both fronts — more capital raised ($20.3M) and a lower entry price than Turbopuffer.
| Metric | Chroma | Turbopuffer |
|---|---|---|
| Taglinei | Open-source search infrastructure for AI with vector, full-text, regex, and metadata search. | Object-storage-native vector and full-text search at massive scale |
| Foundedi | 2022🏆 | 2023 |
| HQi | San Francisco, US | Ottawa, CA |
| Employeesi | 11-50 | 11-50 |
| Neuron scorei | 50 | 71🏆 |
| Total fundingi | $20.3M🏆 | $10M |
| Latest roundi | Seed | Seed · Dec 2025 |
| Valuationi | $75M🏆 | — |
| Cheapest paid plani | —🏆 | Pricing not disclosed |
| Free plani | ✓ Open Source | ✗ |
| Free triali | ✓ | ✓ |
| Top tier pricei | Enterprise (BYOC) · Contact sales | Pricing not disclosed |
| Pricing summaryi | 3 published plans | Free trial |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Chroma and Turbopuffer.
| Capability | Chroma | Turbopuffer |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 3 (Python, TypeScript, Rust) | — |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Chroma
- Has raised more capital ($20.3M vs $10M)
- Offers a free plan
- More mature (2022)
🔵 Strengths of Turbopuffer
- Higher Neuron score (71 vs 50)
- Newer company (2023)
Which should you choose?
Choose Chroma if price matters most — it starts at Open source, which is friendlier for teams watching burn. Both AI Search tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Chroma if you want the most established option — it has raised $20.3M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Chroma vs Turbopuffer — which is better?
It depends on your priority. Chroma has raised more capital and is the more established option; Turbopuffer has broader feature depth. See the side-by-side table above.
Is Chroma cheaper than Turbopuffer?
Yes — Chroma's cheapest paid plan is Free, while Turbopuffer's is Free trial.
Do Chroma and Turbopuffer offer free plans?
Chroma: Yes, has a free plan. Turbopuffer: Free trial only.
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