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Baseten vs DeepInfra

DeepInfra scores higher on the AgentReady, 83/100 against 59/100. They differ on 11 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

Baseten. Baseten is an AI inference platform that provides the fastest model runtimes, cross-cloud high availability, and seamless developer workflows.

DeepInfra. DeepInfra is an AI inference cloud that makes it simple to run the latest machine learning models at scale — LLMs, vision, embeddings, image generation, video generation, speech, and more.

Where Baseten is ahead

Baseten passes no mandatory sales call, and DeepInfra does not. That is adopt, whether an agent can get a key and make its first successful call without a human in the loop.

Where DeepInfra is ahead

DeepInfra passes openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented and limits / constraints documented, and Baseten does not. That is understand, whether an agent can read the docs and work out how the API behaves before calling it.

It also holds adopt: programmatic credential creation. Baseten misses it.

And on operate, structured, predictable output, machine-readable errors and rate-limit behavior predictable. Baseten misses those.

What neither does

Both fail mcp discoverable, mcp integration available, retry behavior documented, idempotency support, agent compatibility verified. If your agent needs any of those, you will be building it yourself either way.

Score, pillar by pillar

The AgentReady splits into four pillars, scored separately, because a product can be easy to find and still impossible to adopt.

Discover. Both sit at 87/100 here. Baseten misses mcp discoverable; DeepInfra misses mcp discoverable.

Understand is whether an agent can read the docs and work out how the API behaves before calling it. DeepInfra leads 100 to 38. Baseten misses openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented; DeepInfra misses nothing.

Adopt. Both sit at 75/100 here. Baseten misses programmatic credential creation, mcp integration available; DeepInfra misses no mandatory sales call, mcp integration available.

Operate. DeepInfra leads 71 to 35. Baseten misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified; DeepInfra misses retry behavior documented, idempotency support, agent compatibility verified.

Pricing

Baseten does not publish a machine-readable starting price and has a free tier. DeepInfra does not publish one with no free tier.

Signal by signal

Which to pick

DeepInfra clears more of the signals an agent needs, so it is the safer default for unattended use. Full profiles: Baseten and DeepInfra. Alternatives to each: Baseten, DeepInfra.

An agent can fetch this as data: POST /v1/compare {"slugs": ["baseten", "deepinfra"]}