Anyscale vs Helicone
Which Infrastructure AI tool is better in 2026?
Anyscale
Production-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference.
Helicone
Helicone is an AI gateway and LLM observability platform that helps companies route, debug, and analyze their AI applications.
Side-by-side
Anyscale is the more established option (raised $260M), but Helicone is cheaper to start.
| Metric | Anyscale | Helicone |
|---|---|---|
| Taglinei | Production-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference. | Helicone is an AI gateway and LLM observability platform that helps companies route, debug, and analyze their AI applications. |
| Foundedi | 2019🏆 | — |
| HQi | San Francisco, US | US |
| Employeesi | 201-500 | 11-50🏆 |
| Neuron scorei | 73🏆 | 26 |
| Total fundingi | $260M🏆 | Undisclosed |
| Latest roundi | Series C · Dec 2021 | — |
| Valuationi | $1B🏆 | — |
| Cheapest paid plani | — | —🏆 |
| Free plani | ✓ Free Tier | ✓ Free Trial |
| Free triali | ✓ | ✓ |
| Top tier pricei | Enterprise · Contact sales | — |
| Pricing summaryi | 2 published plans | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Anyscale and Helicone.
| Capability | Anyscale | Helicone |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 1 (Python) | — |
| Free plan | ✓ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Anyscale
- Has raised more capital ($260M vs Undisclosed)
- Higher Neuron score (73 vs 26)
- Newer company (2019)
🔵 Strengths of Helicone
- Lower starting price ($79/mo)
Which should you choose?
Choose Helicone if price matters most — it starts at Free · From $79/mo, 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 Anyscale if you want the most established option — it has raised $260M, 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
Anyscale vs Helicone — which is better?
It depends on your priority. Anyscale has raised more capital and is the more established option; Helicone is cheaper to start. See the side-by-side table above.
Is Anyscale cheaper than Helicone?
No — Helicone's cheapest paid plan is Free, while Anyscale's is Free.
Do Anyscale and Helicone offer free plans?
Anyscale: Yes, has a free plan. Helicone: Yes, has a free plan.
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