Helicone vs Modal
Which Infrastructure AI tool is better in 2026?
Helicone
Helicone is an AI gateway and LLM observability platform that helps companies route, debug, and analyze their AI applications.
Modal
High-performance AI infrastructure with sub-second cold starts and instant autoscaling.
Side-by-side
Modal leads on both fronts — more capital raised ($442M) and a lower entry price than Helicone.
| Metric | Helicone | Modal |
|---|---|---|
| Taglinei | Helicone is an AI gateway and LLM observability platform that helps companies route, debug, and analyze their AI applications. | High-performance AI infrastructure with sub-second cold starts and instant autoscaling. |
| Foundedi | — | 2021🏆 |
| HQi | US | New York, US |
| Employeesi | 11-50 | 51-200🏆 |
| Neuron scorei | 26 | 68🏆 |
| Total fundingi | Undisclosed | $442M🏆 |
| Latest roundi | — | Series C · May 2026 |
| Valuationi | — | $4.7B🏆 |
| Cheapest paid plani | — | Pricing not disclosed🏆 |
| Free plani | ✓ Free Trial | ✗ |
| Free triali | ✓ | ✗ |
| Top tier pricei | — | Pricing not disclosed |
| Pricing summaryi | 1 published plans | Freemium |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Helicone and Modal.
| Capability | Helicone | Modal |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | 1 (python) |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Helicone
- Offers a free plan
- Offers a free trial
🔵 Strengths of Modal
- Has raised more capital ($442M vs Undisclosed)
- Higher Neuron score (68 vs 26)
- Newer company (2021)
Which should you choose?
Choose Modal if price matters most — it starts at Freemium, which is friendlier for teams watching burn. Both AI Infrastructure tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Modal if you want the most established option — it has raised $442M, 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
Helicone vs Modal — which is better?
It depends on your priority. Helicone is the leaner option; Modal is cheaper to start. See the side-by-side table above.
Is Helicone cheaper than Modal?
No — Modal's cheapest paid plan is Freemium, while Helicone's is Free.
Do Helicone and Modal offer free plans?
Helicone: Yes, has a free plan. Modal: Paid only.
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