Algorithmia
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Outerbounds
Available NowBest for Data science teams utilizing Metaflow who want Netflix-scale infrastructure orchestration without managing Kubernetes or AWS Batch directly.
Outerbounds provides the commercial, fully managed infrastructure for Metaflow (the incredibly popular open-source framework originally built at Netflix). For data scientists, Metaflow is beloved for its Pythonic simplicity, but managing the underlying AWS Batch, Kubernetes, and GPU routing is difficult. Outerbounds provides a seamless cloud environment that executes Metaflow DAGs instantly, allocating massive GPU compute for training steps and tearing it down automatically. It brings Netflix-scale infrastructure to any organization without the DevOps overhead.
Pros & Cons
Pros
- The absolute best infrastructure for Metaflow users
- Flawlessly automates complex DAG compute scheduling
- Delivers Netflix-scale reliability to small teams
Cons
- Requires adoption of the Metaflow framework
- Not designed for pure web-API serving architectures
Ideal Use Cases
DAG ExecutionData Science PipelinesMetaflow Orchestration
| GPU Models | Managed Compute (AWS/GCP Backed) |
| GPU Types | Managed Compute (AWS/GCP Backed) |
| Headquarters | San Francisco, CA |
| Founded | 2021 |
| Availability | Available Now |
| Website | outerbounds.com ↗ |
$1.50/ hour (starting)—$5.00/ hr (max)
💡 Pricing note: Rates shown are indicative. Final pricing depends on GPU model, reservation type (spot vs. on-demand), contract length, and region. Get an exact quote →
Global
Starting from
$1.50/hr
Up to $5.00/hr
Frequently Asked Questions
Outerbounds GPU cloud pricing starts from $1.50/hr depending on GPU type, reservation model (on-demand vs. spot vs. reserved), and region. Use the quote form to get exact pricing for your specific workload.
Outerbounds offers Managed Compute (AWS/GCP Backed) GPU instances. Availability varies by region and configuration. Contact the provider through ComputeStacker for current availability.
Outerbounds operates data centers in Global. Choosing a region close to your users minimises latency and can help with data residency compliance requirements.
Use the "Get a Quote" button on this page to submit your GPU requirements. ComputeStacker will forward your request to Outerbounds and other matching providers. You'll receive proposals within 24 hours — no commitment required.
Outerbounds offers high-performance GPU infrastructure suitable for large language model training and fine-tuning workloads. For large-scale distributed training, check the Specs tab for NVLink and InfiniBand interconnect availability.
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