Anyscale vs Modal
Which Developer Platforms AI tool is better in 2026?
Anyscale
Production-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference.
Modal
High-performance AI infrastructure with sub-second cold starts and instant autoscaling.
Side-by-side
| Anyscale | Modal | |
|---|---|---|
| Tagline | Production-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference. | High-performance AI infrastructure with sub-second cold starts and instant autoscaling. |
| Founded | 2019 | 2021 |
| HQ | San Francisco, US | New York, US |
| Employees | 201-500 | 51-200 |
| Total funding | $260M | $111M |
| Latest round | series-c | series-b |
| Valuation | — | $1.1B |
| Cheapest paid plan | — | Team · $250/mo |
| Free plan | ✓ Free | ✓ Starter |
| Free trial | ✓ | ✗ |
| Top tier price | Enterprise · Contact sales | Team · $250/mo |
| Pricing summary | 2 published plans | 3 published plans |
| Categories |
Capability matrix
Developer-facing capabilities and access signals for Anyscale and Modal.
| Capability | Anyscale | Modal |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 1 (Python) | 3 (Python, JavaScript, Go) |
| Free plan | ✓ | ✓ |
| Free trial | ✓ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Anyscale
- Has raised more capital ($260M vs $111M)
- Offers a free plan
- Offers a free trial
- More mature (2019)
🔵 Strengths of Modal
- 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 Developer Platforms 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 Modal — which is better?
It depends on your priority. Anyscale has raised more capital and is the more established option; Modal is cheaper to start. See the side-by-side table above.
Is Anyscale cheaper than Modal?
No — Modal's cheapest paid plan is Team · $250/mo, while Anyscale's is Free.
Do Anyscale and Modal offer free plans?
Anyscale: Yes, has a free plan. Modal: Yes, has a free plan.
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