Chroma vs Vespa.ai
Which Search AI tool is better in 2026?
Chroma
Open-source search infrastructure for AI with vector, full-text, regex, and metadata search.
Vespa.ai
Big-data serving engine for vector and lexical search
Side-by-side
Vespa.ai is the more established option (raised $31M); pricing is comparable on both sides.
| Metric | Chroma | Vespa.ai |
|---|---|---|
| Taglinei | Open-source search infrastructure for AI with vector, full-text, regex, and metadata search. | Big-data serving engine for vector and lexical search |
| Foundedi | 2022🏆 | 2023 |
| HQi | San Francisco, US | Trondheim, NO |
| Employeesi | 11-50 | 51-100🏆 |
| Neuron scorei | 50 | 82🏆 |
| Total fundingi | $20.3M | $31M🏆 |
| Latest roundi | Seed · Apr 2023 | Series A · Nov 2023 |
| 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 |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Chroma and Vespa.ai.
| Capability | Chroma | Vespa.ai |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✓ |
| OAuth 2.0 | ✗ | ✓ |
| SDK languages | 3 (Python, TypeScript, Rust) | 3 (python, java, rest) |
| Free plan | ✓ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✓ |
🟢 Strengths of Chroma
- More mature (2022)
🔵 Strengths of Vespa.ai
- Has raised more capital ($31M vs $20.3M)
- Higher Neuron score (82 vs 50)
- Newer company (2023)
Which should you choose?
Choose Vespa.ai if price matters most — it starts at Free, 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 Vespa.ai if you want the most established option — it has raised $31M, 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.
💸 Deals
Vespa Cloud — $300 in free trial credits
New Vespa Cloud accounts get $300 in trial credits to spin up production-grade vector + lexical search.
Terms: New accounts only. Expires after 30 days.
Frequently asked questions
Chroma vs Vespa.ai — which is better?
It depends on your priority. Chroma is the leaner option; Vespa.ai has broader feature depth. See the side-by-side table above.
Is Chroma cheaper than Vespa.ai?
No — Vespa.ai's cheapest paid plan is Free, while Chroma's is Free.
Do Chroma and Vespa.ai offer free plans?
Chroma: Yes, has a free plan. Vespa.ai: Yes, has a free plan.
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