[ SHORT ANSWER ]
Modal is substantially better general compute: GPUs, fast container builds, batch and ML workloads, and a mature Python-first developer experience. Choose 1Claw Cloud Runtimes only when the defining requirement is an agent identity with policy-scoped credentials and guardrailed outbound calls, not raw compute. Runtimes require Pro.
If your agent needs a GPU or heavy compute, use Modal and point it at 1Claw for credentials over the API. The two compose cleanly — 1Claw's value is not the container, it is what the container is allowed to do.
Tier note: the 1Claw capability compared here requires Pro ($29/mo). See pricing.
[ COMPARISON ]
1Claw vs Modal
Capability by capability. A dash means partial or qualified support — read the note.
[ WHEN TO USE ]
Which one is right for you
Most of these are not either/or. Where the competitor is the better answer, we say so.
Use Modal when
- You need GPUs or serious compute — 1Claw is not a compute platform.
- Python-first ergonomics and fast iteration matter most.
- The workload is batch or scheduled rather than a persistent agent.
Use 1Claw when
- The agent's credentials and permissions are the hard part, not the compute.
- You want outbound calls made server-side under policy.
- The agent also signs transactions.
[ MIGRATION ]
Moving over in three steps
Most teams keep Modal for what it is good at and add 1Claw for the agent layer.
- 1Keep Modal for compute-heavy work — this is composition, not replacement.
- 2Register the Modal workload as a 1Claw agent and give it a scoped policy.
- 3Fetch credentials through the SDK, or move outbound calls to Execution Intents.
[ FAQ ]
Common questions
Does 1Claw offer GPUs?
No. If you need GPU compute, use Modal and treat 1Claw as the credential and policy layer.
Can a Modal function use 1Claw?
Yes — register it as an agent, give it an agent key, and it can read policy-scoped secrets or submit Execution Intents.
Why use 1Claw runtimes at all then?
When you want the agent, its credentials, its signing keys, and its audit trail in one place with a stable hosted endpoint — not when you want the cheapest or fastest compute.
[ RELATED ]
Other comparisons
[ FREE TIER ] 3 vaults · 50 secrets · 2 agents · 100 signatures/mo
Give agents access, not copies
Store the credential once, scope it per agent, and let the agent act without ever holding it.