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Overall score
3.1/ 5
SME Fit2/5
pricing pattern unclear + free tier · technical setup
JTBD4/5
solid named JTBD
Integration4/5
API + 6 integrations
Trust4/5
mature, founded 2021
Quality1/5
no public rating
Compliance4/5
SOC 2 + GDPR
About
Modal is a serverless platform for running Python code on cloud GPUs. Builders use it to deploy custom AI workloads, fine-tune models, run batch inference, and host endpoints without managing infrastructure. Strong on cold-start performance and ergonomic developer experience.
Best for: Engineering teams that need GPU compute for AI workloads (fine-tuning, batch inference, custom model serving) without operating their own infrastructure. Picks Modal over Replicate when they want full Python ergonomics rather than wrapped models.
Pricing
| Tier | Monthly | Annual /mo | Billing | Notes |
|---|---|---|---|---|
| Starter (Free) | n/a | Free | flat | $30 monthly compute credit;All GPU types;Full platform features |
| Team | $250 | $250 | flat | $30 credit + usage;Team workspace;Priority support;Higher concurrency limits · Plus per-second compute pricing for usage above the credit. |
| Enterprise | n/a | n/a | custom | Reserved capacity;SSO;Custom SLAs;Dedicated support · Contact sales for pricing. |
Startup offer
Included in hub programs
Key features
- Serverless GPU compute (A10, A100, H100)
- Python-native deployment
- Sub-second cold starts on warm-pool GPUs
- Cron-style scheduled jobs
- Batch processing
- Web endpoints
- OSS model hosting templates
Integrations
Hugging FacePyTorchvLLMStable DiffusionOpenAI-compatible endpointsGitHub Actions
Trust & compliance
- Stage range
- n/a
- Founded
- 2021
- Status
- active
- SOC 2
- yes
- GDPR
- yes
- Data residency
- us
- External rating
- n/a
- Last verified
- May 2026
Reviews
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