Cerebrium vs Northflank
A side-by-side comparison of Cerebrium and Northflank, two Infra tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
Cerebrium
InfraServerless GPU infrastructure for real-time AI — voice, video, and LLM workloads.
View CerebriumAt a glance
| Attribute | Cerebrium | Northflank |
|---|---|---|
| Category | Infra | Infra |
| Pricing (differs) | PAID | FREEMIUM |
| License | Proprietary | Proprietary |
| Deployment (differs) | Cloud | Hybrid |
| Platforms (differs) | API, CLI | Web, API, CLI |
| Model support | Model-agnostic | Model-agnostic |
| Vendor (differs) | Cerebrium | Northflank |
| Capabilities (differs) |
|
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The honest brief
Cerebrium
Tuned for real-time voice and video agents, where its fast cold starts and multi-region failover beat general-purpose GPU clouds.
- 2–4s cold starts, scale-to-zero
- 12+ GPU types up to B200
- Multi-region deploys + failover
- SOC 2, HIPAA, GDPR compliant
- $100/mo base on the Standard tier
- Hobby tier capped at 3 apps, 5 GPUs
- Younger platform, smaller community
Northflank
One platform for apps and AI/GPU workloads, run on Northflank's cloud or your own AWS/GCP/Azure/bare-metal account (BYOC).
- Apps, databases, jobs & GPUs in one platform
- Per-second billing, no idle GPU charges
- Abstracts Kubernetes; Git-to-production
- Used by Writer, Sentry, Chai Discovery
- Free always-on Sandbox tier
- Smaller ecosystem than hyperscalers
- Breadth can mean a learning curve
- Pay-as-you-go costs need monitoring at scale
When to pick which
Both cover GPU compute and App / agent deployment.
Pick Cerebrium if you need Model inference / serving.
- Model inference / serving (primary capability)
Northflank leans on App / agent deployment as a headline capability; Cerebrium treats it as secondary.
- App / agent deployment (primary capability)
They also differ on:
- Pricing
- PAID · FREEMIUM
- Deployment
- Cloud · Hybrid
- Platforms
- API, CLI · Web, API, CLI