MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
Open source
24 alternativesBanana
Banana hosts GPUs for AI inference and supports autoscaling for high-throughput workloads.
About Banana
Banana is a hosted inference service that provides GPUs for running AI models. Its homepage describes it as built for high-throughput inference, with GPU capacity that scales up and down automatically with demand. The platform includes built-in observability for request traffic, latency, errors and logs, along with spend and endpoint usage tracking over time.
Developers can deploy and manage workloads through GitHub integration, CI/CD, a CLI, rolling deploys and an open API with SDKs. The homepage describes its pricing as a flat monthly rate plus the cost of compute. Plan details, such as member, project and GPU limits, are listed by plan and some features appear only on the Enterprise plan. A separate banana delivery offer is listed for San Francisco only. Current pricing is not confirmed in this entry.
Key features
- Autoscaling GPUs that scale up and down automatically
- Flat monthly plan rate plus at-cost compute charges
- Real-time request traffic, latency, and error monitoring
- Spend and endpoint usage tracking over time
- Open API, SDKs, and CLI for automating deployments
- GitHub integration, CI/CD, and rolling deploys
Best for: AI teams that run high-throughput model inference and want hosted GPUs that scale with demand.
Good for
- Scales GPU capacity automatically with workload demand
- Includes built-in performance monitoring and request-level observability
- Offers an open API, SDKs, and a CLI for automating deployments
Watch out for
- The Team plan lists limits of 10 members, 5 projects, and 50 parallel GPUs
- SAML SSO and the Automation API are listed only under the Enterprise plan
Banana at a glance
- Website
- banana.dev
- Type
- Online tool
- Pricing
- Not confirmed. Check the site
- Platforms
- Web
- Open source
- Not stated
- Language
- English
- Last checked
- Oct 6, 2026 · Online when checked
- Listed
- Oct 5, 2026
Banana alternatives
Tools and sites you could use instead, ranked by how closely they match.
Runpod provides on-demand GPUs and serverless compute for AI model training, fine-tuning, inference, and batch workloads.
Wallaroo provides inference microservices for running models on CPUs or GPUs across cloud and edge environments.
Run sandboxes, task queues, and custom model inference with ultrafast boot times, instant autoscaling, and a developer experience that just works.
Forefront provides a platform for fine tuning and running inference with open source language models.
Freemium
24 alternatives
Featherless is a serverless AI inference platform for open-weight models with API access to tens of thousands of models.
Paid
24 alternativesPopular in AI Infrastructure & MLOps
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Banana FAQ
Is the Automation API included in every plan?
The homepage lists the Automation API under the Enterprise plan. It is not included in the Team plan feature list.
Are there limits on the Team plan?
The Team plan lists 10 team members, 5 projects, and 50 maximum parallel GPUs.
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