EvolutionaryScale vs Yoneda Labs
Which Drug Discovery AI tool is better in 2026?
EvolutionaryScale
Frontier AI for the life sciences, enabling scientists to understand, imagine, and create proteins.
Yoneda Labs
Foundation AI model for chemistry
Side-by-side
Yoneda Labs is the more established option (raised $4M); pricing is comparable on both sides.
| Metric | EvolutionaryScale | Yoneda Labs |
|---|---|---|
| Taglinei | Frontier AI for the life sciences, enabling scientists to understand, imagine, and create proteins. | Foundation AI model for chemistry |
| Foundedi | — | 2023🏆 |
| HQi | — | San Francisco, United States |
| Employeesi | — | 10🏆 |
| Neuron scorei | 18 | 67🏆 |
| Total fundingi | Undisclosed | $4M🏆 |
| Latest roundi | — | Seed · Apr 2024 |
| Valuationi | — | — |
| Cheapest paid plani | — | Pricing not disclosed |
| Free plani | ✓ ESM3-open | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | ESM3 API (Closed Beta) · Contact sales | Pricing not disclosed |
| Pricing summaryi | 4 published plans | Custom |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for EvolutionaryScale and Yoneda Labs.
| Capability | EvolutionaryScale | Yoneda Labs |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✓ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of EvolutionaryScale
- Offers a free plan
🔵 Strengths of Yoneda Labs
- Has raised more capital ($4M vs Undisclosed)
- Higher Neuron score (67 vs 18)
- Newer company (2023)
Which should you choose?
Choose Yoneda Labs if price matters most — it starts at Custom, which is friendlier for teams watching burn. Both Drug Discovery tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Yoneda Labs if you want the most established option — it has raised $4M, 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
EvolutionaryScale vs Yoneda Labs — which is better?
It depends on your priority. EvolutionaryScale is the leaner option; Yoneda Labs has broader feature depth. See the side-by-side table above.
Is EvolutionaryScale cheaper than Yoneda Labs?
No — Yoneda Labs's cheapest paid plan is Custom, while EvolutionaryScale's is Free.
Do EvolutionaryScale and Yoneda Labs offer free plans?
EvolutionaryScale: Yes, has a free plan. Yoneda Labs: Paid only.
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