Tool profile
OpenAI-compatible inference cloud for open models, speech, image and video generation, plus private GPU deployments and lower-cost dedicated hardware options.
Open-model inference
DeepInfra belongs in the catalog because it sits directly in one of the most important infrastructure decisions in modern AI stacks: whether to buy model access from a platform optimized around open-model economics instead of defaulting to the largest closed-model vendors. The official product story spans chat, vision, embeddings, speech, image generation, video generation, private model deployment, and GPU rental. That breadth makes it more than a narrow token endpoint. It is a credible platform for teams that want open-model coverage and infrastructure flexibility in one place.
It also deserves inclusion because the pricing is unusually visible right on the public site. DeepInfra surfaces live model pricing and hardware rates instead of forcing buyers through a vague sales funnel. Current official examples include Qwen3.6-35B-A3B at $0.20 per million input tokens and $1.00 per million output tokens, GLM-5.1 at $1.40 input and $4.40 output, on-demand DGX B300 at $4.20 per instance-hour, and DeepCluster at $1.98 per GPU-hour. That level of transparency is exactly what a premium stack catalog should reward.
Quick fit
Editorial take
DeepInfra should be framed as open-model infrastructure and serving economics, not as a consumer AI product. The most important evaluation questions are whether the available model mix matches the team’s workload, whether the pricing stays attractive at scale, and whether the jump from simple API use to private deployments is operationally useful.
What it does well
Primary use cases
Fit notes
Compare with
Pressure-test this pick against nearby alternatives.
Pricing snapshot
DeepInfra uses public pay-as-you-go pricing across model APIs and hardware, with current official examples including Qwen3.6-35B-A3B at $0.20 input and $1.00 output per 1M tokens, GLM-5.1 at $1.40 input and $4.40 output, DGX B300 at $4.20 per instance-hour, and DeepCluster from $1.98 per GPU-hour.
AgentOps
Free planAgent observability
Observability for AI agents with tracing, debugging, session visibility, and production monitoring.
Closer to agent observability than to model hosting or prompt tooling
