Bioptimus vs Yoneda Labs
Which Drug Discovery AI tool is better in 2026?
Bioptimus
Building the first universal AI foundation model for biology.
Yoneda Labs
Foundation AI model for chemistry
Side-by-side
Bioptimus is the more established option (raised $76M); pricing is comparable on both sides.
| Metric | Bioptimus | Yoneda Labs |
|---|---|---|
| Taglinei | Building the first universal AI foundation model for biology. | Foundation AI model for chemistry |
| Foundedi | 2024 | 2023🏆 |
| HQi | Paris, FR | San Francisco, United States |
| Employeesi | 11-50🏆 | 10 |
| Neuron scorei | 58 | 67🏆 |
| Total fundingi | $76M🏆 | $4M |
| Latest roundi | Series A · Jan 2025 | Seed · Apr 2024 |
| Valuationi | — | — |
| Cheapest paid plani | Pricing not disclosed | Pricing not disclosed |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Enterprise · Contact sales | Custom |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Bioptimus and Yoneda Labs.
| Capability | Bioptimus | Yoneda Labs |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Bioptimus
- Has raised more capital ($76M vs $4M)
- Newer company (2024)
🔵 Strengths of Yoneda Labs
- Higher Neuron score (67 vs 58)
- More mature (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 Bioptimus if you want the most established option — it has raised $76M, 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
Bioptimus vs Yoneda Labs — which is better?
It depends on your priority. Bioptimus has raised more capital and is the more established option; Yoneda Labs has broader feature depth. See the side-by-side table above.
Is Bioptimus cheaper than Yoneda Labs?
No — Yoneda Labs's cheapest paid plan is Custom, while Bioptimus's is Enterprise · Contact sales.
Do Bioptimus and Yoneda Labs offer free plans?
Bioptimus: Paid only. Yoneda Labs: Paid only.
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