Donut Labs vs Token Metrics
Which Crypto & Web3 AI tool is better in 2026?
Donut Labs
The agentic crypto browser that automates on-chain trading
Token Metrics
AI-powered crypto investment research and analytics
Side-by-side
Donut Labs is the more established option (raised $22M); pricing is comparable on both sides.
| Metric | Donut Labs | Token Metrics |
|---|---|---|
| Taglinei | The agentic crypto browser that automates on-chain trading | AI-powered crypto investment research and analytics |
| Foundedi | 2025 | 2018🏆 |
| HQi | New York, US | Austin, United States |
| Employeesi | 11-50🏆 | — |
| Neuron scorei | 59🏆 | 23 |
| Total fundingi | $22M🏆 | Undisclosed |
| Latest roundi | Pre-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 | Free | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Donut Labs and Token Metrics.
| Capability | Donut Labs | Token Metrics |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✓ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Donut Labs
- Has raised more capital ($22M vs Undisclosed)
- Higher Neuron score (59 vs 23)
- Newer company (2025)
🔵 Strengths of Token Metrics
- More mature (2018)
Which should you choose?
Choose Token Metrics if price matters most — it starts at Free, which is friendlier for teams watching burn. Both AI Crypto & Web3 tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Donut Labs if you want the most established option — it has raised $22M, 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
Donut Labs vs Token Metrics — which is better?
It depends on your priority. Donut Labs has raised more capital and is the more established option; Token Metrics has broader feature depth. See the side-by-side table above.
Is Donut Labs cheaper than Token Metrics?
No — Token Metrics's cheapest paid plan is Free, while Donut Labs's is Free.
Do Donut Labs and Token Metrics offer free plans?
Donut Labs: Yes, has a free plan. Token Metrics: Yes, has a free plan.
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