Chroma vs Profound
Which Search AI tool is better in 2026?
Chroma
Open-source search infrastructure for AI with vector, full-text, regex, and metadata search.
Profound
AI search visibility platform for Answer Engine Optimization across ChatGPT and Perplexity
Side-by-side
Profound is the more established option (raised $331M), but Chroma is cheaper to start.
| Metric | Chroma | Profound |
|---|---|---|
| Taglinei | Open-source search infrastructure for AI with vector, full-text, regex, and metadata search. | AI search visibility platform for Answer Engine Optimization across ChatGPT and Perplexity |
| Foundedi | 2022🏆 | 2024 |
| HQi | San Francisco, US | New York, US |
| Employeesi | 11-50 | 51-200🏆 |
| Neuron scorei | 55 | 70🏆 |
| Total fundingi | $20.3M | $331M🏆 |
| Latest roundi | Seed · Apr 2023 | series-d · May 2024 |
| Valuationi | $75M🏆 | — |
| Cheapest paid plani | —🏆 | Pricing not disclosed |
| Free plani | ✓ Cloud | ✓ |
| Free triali | ✗ | ✓ |
| Top tier pricei | Enterprise · Contact sales | Pricing not disclosed |
| Pricing summaryi | 2 published plans | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Chroma and Profound.
| Capability | Chroma | Profound |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 3 (Python, TypeScript, Rust) | — |
| Free plan | ✓ | ✓ |
| Free trial | ✗ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Chroma
- More mature (2022)
🔵 Strengths of Profound
- Has raised more capital ($331M vs $20.3M)
- Higher Neuron score (70 vs 55)
- Offers a free trial
- Newer company (2024)
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 Profound if you want the most established option — it has raised $331M, 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 Profound — which is better?
It depends on your priority. Chroma is the leaner option; Profound has broader feature depth. See the side-by-side table above.
Is Chroma cheaper than Profound?
Yes — Chroma's cheapest paid plan is Free, while Profound's is Free.
Do Chroma and Profound offer free plans?
Chroma: Yes, has a free plan. Profound: Yes, has a free plan.
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