Diffuse Bio vs Yoneda Labs
Which Drug Discovery AI tool is better in 2026?
Diffuse Bio
Generative AI for protein design with in-house assay development and data generation
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 | Diffuse Bio | Yoneda Labs |
|---|---|---|
| Taglinei | Generative AI for protein design with in-house assay development and data generation | Foundation AI model for chemistry |
| Foundedi | — | 2023🏆 |
| HQi | San Carlos, United States | San Francisco, United States |
| Employeesi | — | 10🏆 |
| Neuron scorei | 57 | 67🏆 |
| Total fundingi | Undisclosed | $4M🏆 |
| Latest roundi | — | 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 Diffuse Bio and Yoneda Labs.
| Capability | Diffuse Bio | Yoneda Labs |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Diffuse Bio
- Strong in Drug Discovery
🔵 Strengths of Yoneda Labs
- Has raised more capital ($4M vs Undisclosed)
- Higher Neuron score (67 vs 57)
- 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
Diffuse Bio vs Yoneda Labs — which is better?
It depends on your priority. Diffuse Bio is the leaner option; Yoneda Labs has broader feature depth. See the side-by-side table above.
Is Diffuse Bio cheaper than Yoneda Labs?
No — Yoneda Labs's cheapest paid plan is Custom, while Diffuse Bio's is Enterprise · Contact sales.
Do Diffuse Bio and Yoneda Labs offer free plans?
Diffuse Bio: Paid only. Yoneda Labs: Paid only.
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