What Deep Infra is
Deep Infra is an inference platform rather than a chat product. It hosts a range of open models for text generation, speech recognition, embeddings, images and video, and also offers GPU capacity, positioning itself as production infrastructure for teams that do not want to run hardware themselves.
What you can do with it
- Call hosted open models through an API
- Run speech recognition and embeddings
- Deploy image and video models
- Rent GPU capacity when you need it
- Compare models on one billing account
Who it is for
- AI product teams and independent developers
- Agent application developers
- Teams wanting several model types in one place
What to watch out for
- Cost and latency claims are vendor figures; benchmark with your own traffic
- Model licences govern what you may build, and open weights do not always allow commercial use
- Prompts and files sent for inference are processed by a third party, so check retention
- Availability depends on shared infrastructure; have a fallback
Pros & cons
✓ What we like
- Several model types behind one platform
- GPU capacity available
- Production-focused rather than demo-focused
! What to watch out for
- Performance claims need benchmarking
- Per-model licence checks required
- Shared infrastructure dependency
FAQ
What kinds of models are hosted?
Text generation, speech recognition, embeddings, images and video are all described.
Can I get raw compute?
GPU resources are offered alongside hosted models.
What should I test?
Latency and cost on your actual workload before committing.
Last reviewed: 2026-09-18
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