Ndea vs Surf
Which Research Assistants AI tool is better in 2026?
Ndea
Frontier AI lab building AGI through deep learning-guided program synthesis.
Surf
AI research model purpose-built for crypto and digital-asset intelligence
Side-by-side
Ndea is the more established option (raised $43M); pricing is comparable on both sides.
| Metric | Ndea | Surf |
|---|---|---|
| Taglinei | Frontier AI lab building AGI through deep learning-guided program synthesis. | AI research model purpose-built for crypto and digital-asset intelligence |
| Foundedi | 2025 | 2025 |
| HQi | San Francisco, US | San Francisco, US |
| Employeesi | — | 11-50🏆 |
| Neuron scorei | 75🏆 | 62 |
| Total fundingi | $43M🏆 | $15M |
| Latest roundi | Seed · Jan 2025 | Seed |
| 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 | Contact-sales | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Ndea and Surf.
| Capability | Ndea | Surf |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✓ |
| Free trial | ✗ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Ndea
- Has raised more capital ($43M vs $15M)
- Higher Neuron score (75 vs 62)
🔵 Strengths of Surf
- Offers a free plan
- Offers a free trial
Which should you choose?
Choose Surf if price matters most — it starts at Free, which is friendlier for teams watching burn. Both Research Assistants tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Ndea if you want the most established option — it has raised $43M, 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
Ndea vs Surf — which is better?
It depends on your priority. Ndea has raised more capital and is the more established option; Surf has broader feature depth. See the side-by-side table above.
Is Ndea cheaper than Surf?
No — Surf's cheapest paid plan is Free, while Ndea's is Contact-sales.
Do Ndea and Surf offer free plans?
Ndea: Paid only. Surf: Yes, has a free plan.
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