Chroma vs Coveo
Which Search AI tool is better in 2026?
Chroma
Open-source search infrastructure for AI with vector, full-text, regex, and metadata search.
Coveo
Coveo provides an AI Relevance™ Platform, offering AI-powered search and conversational discovery solutions built for enterprise ROI.
Side-by-side
| Chroma | Coveo | |
|---|---|---|
| Tagline | Open-source search infrastructure for AI with vector, full-text, regex, and metadata search. | Coveo provides an AI Relevance™ Platform, offering AI-powered search and conversational discovery solutions built for enterprise ROI. |
| Founded | 2022 | — |
| HQ | San Francisco, US | CA |
| Employees | 11-50 | 501-1000 |
| Total funding | $20.3M | Undisclosed |
| Latest round | seed | — |
| Valuation | $75M | — |
| Cheapest paid plan | — | — |
| Free plan | ✓ Open Source | ✗ |
| Free trial | ✓ | ✗ |
| Top tier price | Enterprise (BYOC) · Contact sales | Enterprise · Contact sales |
| Pricing summary | 3 published plans | 1 published plans |
| Categories |
Capability matrix
Developer-facing capabilities and access signals for Chroma and Coveo.
| Capability | Chroma | Coveo |
|---|---|---|
| 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 Undisclosed)
- Higher Neuron score (65 vs 33)
- Offers a free plan
- Offers a free trial
🔵 Strengths of Coveo
- Strong in AI Search
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 Coveo — which is better?
It depends on your priority. Chroma has raised more capital and is the more established option; Coveo has broader feature depth. See the side-by-side table above.
Is Chroma cheaper than Coveo?
Yes — Chroma's cheapest paid plan is Free, while Coveo's is Enterprise · Contact sales.
Do Chroma and Coveo offer free plans?
Chroma: Yes, has a free plan. Coveo: Paid only.
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