Anyscale vs Modular
Which Infrastructure AI tool is better in 2026?
Anyscale
Production-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference.
Modular
A unified AI inference platform for high-performance, portable compute, enabling full optimisations from GPU kernel to API endpoint.
Side-by-side
Anyscale is the more established option (raised $260M); pricing is comparable on both sides.
| Metric | Anyscale | Modular |
|---|---|---|
| Taglinei | Production-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference. | A unified AI inference platform for high-performance, portable compute, enabling full optimisations from GPU kernel to API endpoint. |
| Foundedi | 2019🏆 | — |
| HQi | San Francisco, US | US |
| Employeesi | 201-500🏆 | — |
| Neuron scorei | 73🏆 | 19 |
| Total fundingi | $260M🏆 | Undisclosed |
| Latest roundi | Series C · Dec 2021 | — |
| Valuationi | $1B🏆 | — |
| Cheapest paid plani | — | — |
| Free plani | ✓ Free Tier | ✓ Playground |
| Free triali | ✓ | ✓ |
| Top tier pricei | Enterprise · Contact sales | Enterprise · Contact sales |
| Pricing summaryi | 2 published plans | 2 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Anyscale and Modular.
| Capability | Anyscale | Modular |
|---|---|---|
| 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 19)
- Newer company (2019)
🔵 Strengths of Modular
- Strong in AI Infrastructure
Which should you choose?
Choose Modular if price matters most — it starts at Enterprise · Contact sales, 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 Modular — which is better?
It depends on your priority. Anyscale has raised more capital and is the more established option; Modular has broader feature depth. See the side-by-side table above.
Is Anyscale cheaper than Modular?
No — Modular's cheapest paid plan is Free, while Anyscale's is Free.
Do Anyscale and Modular offer free plans?
Anyscale: Yes, has a free plan. Modular: Yes, has a free plan.
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