Modal vs ZenML
Which Developer Tools AI tool is better in 2026?
Modal
High-performance AI infrastructure with sub-second cold starts and instant autoscaling.
ZenML
The AI Control Plane for unifying ML and GenAI workflows across your fragmented stack.
Side-by-side
| Modal | ZenML | |
|---|---|---|
| Tagline | High-performance AI infrastructure with sub-second cold starts and instant autoscaling. | The AI Control Plane for unifying ML and GenAI workflows across your fragmented stack. |
| Founded | 2021 | — |
| HQ | New York, US | — |
| Employees | 51-200 | — |
| Total funding | $111M | Undisclosed |
| Latest round | series-b | — |
| Valuation | $1.1B | — |
| Cheapest paid plan | Team · $250/mo | Pricing not disclosed |
| Free plan | ✓ Starter | ✓ |
| Free trial | ✗ | ✗ |
| Top tier price | Team · $250/mo | Pricing not disclosed |
| Pricing summary | 3 published plans | Open source |
| Categories |
Capability matrix
Developer-facing capabilities and access signals for Modal and ZenML.
| Capability | Modal | ZenML |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 3 (Python, JavaScript, Go) | 1 (Python) |
| Free plan | ✓ | ✓ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Modal
- Has raised more capital ($111M vs Undisclosed)
- Higher Neuron score (75 vs 12)
- Newer company (2021)
🔵 Strengths of ZenML
- Offers a free plan
Which should you choose?
Choose Modal if price matters most — it starts at Freemium, which is friendlier for teams watching burn. Both AI Developer Tools 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 $111M, 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
Modal vs ZenML — which is better?
It depends on your priority. Modal has raised more capital and is the more established option; ZenML has broader feature depth. See the side-by-side table above.
Is Modal cheaper than ZenML?
Yes — Modal's cheapest paid plan is Team · $250/mo, while ZenML's is Open source.
Do Modal and ZenML offer free plans?
Modal: Yes, has a free plan. ZenML: Yes, has a free plan.
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