Axiom Math vs Surf
Which Research Assistants AI tool is better in 2026?
Axiom Math
AI mathematician that generates and proves new mathematical knowledge
Surf
AI research model purpose-built for crypto and digital-asset intelligence
Side-by-side
Axiom Math is the more established option (raised $264M); pricing is comparable on both sides.
| Metric | Axiom Math | Surf |
|---|---|---|
| Taglinei | AI mathematician that generates and proves new mathematical knowledge | AI research model purpose-built for crypto and digital-asset intelligence |
| Foundedi | 2025 | 2025 |
| HQi | San Francisco, US | San Francisco, US |
| Employeesi | 11-50 | 11-50🏆 |
| Neuron scorei | 61🏆 | 55 |
| Total fundingi | $264M🏆 | $15M |
| Latest roundi | Series A · Mar 2026 | Seed |
| Valuationi | $1.6B🏆 | — |
| Cheapest paid plani | Pricing not disclosed | Pricing not disclosed |
| Free plani | ✓ | ✓ |
| Free triali | ✓ | ✓ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Free | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Axiom Math and Surf.
| Capability | Axiom Math | Surf |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✓ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Axiom Math
- Has raised more capital ($264M vs $15M)
- Higher Neuron score (61 vs 55)
🔵 Strengths of Surf
- Strong in Research Assistants
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 Axiom Math if you want the most established option — it has raised $264M, 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
Axiom Math vs Surf — which is better?
It depends on your priority. Axiom Math has raised more capital and is the more established option; Surf has broader feature depth. See the side-by-side table above.
Is Axiom Math cheaper than Surf?
No — Surf's cheapest paid plan is Free, while Axiom Math's is Free.
Do Axiom Math and Surf offer free plans?
Axiom Math: Yes, has a free plan. Surf: Yes, has a free plan.
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