Modal
Serverless Python compute with a Sandbox API bolted onto a GPU-first platform.
Overall in sandbox providers
5of 19 · score 75.8
Data coverage
96%
25 of 26 fields sourced
Best for
- •The sandbox needs a GPU on a self-serve plan
- •Your team is Python-first and already writes Modal functions
- •One platform for batch ML and untrusted execution
Strong on
- +GPU Yes 1/15
- +Runtimes python, javascript-typescript, bash, any-oci-image 2/18
Weak on
- −Cold start 1.5s 11/16Better: Riza: 120ms
- −Price / hour $0.238/hr 13/17Better: boat: $0.018/hr
- −Isolation gvisor 14/19Better: E2B: microvm
- −Cold start (claimed) 1s 8/12Better: Blaxel: 25ms
vs Blaxel
- •Ahead on Egress control: proxy-logged vs open
- •Ahead on Persistent FS: Yes vs Partial
- •Behind on Snapshot & fork: Partial vs Yes
- •Behind on Sydney region: No vs Partial
How Modal scores among 19 sandbox providers25 of 26 fields known
Runtime13
Cold start
1.5s
11/16
Leader: Riza · 120ms
Snapshot & fork
Partial
6/19
Leader: Daytona · Yes
Runtimes2nd
python, javascript-typescript, bash, any-oci-image
2/18
Leader: boat · python, javascript-typescript, bash, go, rust, java, ruby, php, any-oci-image
Browser inside3rd
Partial
3/18
Leader: E2B · Yes
Sydney region
No
8/18
Leader: Fly.io Machines · Yes
Concurrent limit
100 sandboxes
5/15
Leader: Vercel Sandbox · 2,000 sandboxes
Isolation & network3
Root in guest1st
Yes
1/19
Egress control
proxy-logged
12/19
Leader: Daytona · allowlist
Agent integration3
MCP server
Partial
6/18
Leader: Daytona · Yes
SDKs
python, cli
11/19
Leader: Runloop · python, typescript, rest-api, cli
Pricing3
Traction2
GitHub stars
—
Funding
series-b
5/15
Leader: Fly.io Machines · series-c-plus
Positioning1
Positioning
Serverless compute for AI teams, with sandboxes as one primitive.
Timeline1
Shipped
2024
5/16
Leader: Daytona · 2025
Alternatives8
Compare
Sources7
- modal.com/pricing3 fields
- modal.com/docs3 fields
- modal.com/docs/guide/cold-start1 field
- modal.com/docs/guide/security1 field
- modal.com/docs/guide/timeouts1 field
- modal.com/docs/guide/volumes1 field
- modal.com/docs/guide/images1 field