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Baseten vs Cerebras

Baseten scores higher on the AgentReady, 59/100 against 46/100. They differ on 14 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.

Cerebras. Cerebras is a company that builds AI accelerators and inference solutions powered by the Cerebras Wafer Scale Engine, offering the fastest AI inference in the industry.

Where Baseten is ahead

Baseten passes clear canonical domain and llms-full.txt / full agent docs, and Cerebras does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds understand: structured api reference and pricing understandable. Cerebras misses those.

And on adopt, self-service signup, no mandatory sales call, agent-compatible signup flow, free trial or free allowance, fast time to first request, copyable quickstart and cli available. Cerebras misses those.

Where Cerebras is ahead

Cerebras passes mcp discoverable, and Baseten does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds understand: limits / constraints documented. Baseten misses it.

And on adopt, mcp integration available. Baseten misses it.

What neither does

Both fail openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, programmatic credential creation, structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, 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; Cerebras misses clear canonical domain, llms-full.txt / full agent docs.

Understand. Baseten leads 38 to 23. Baseten misses openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented; Cerebras misses structured api reference, openapi / spec quality, authentication documented, pricing understandable, request examples provided, response examples provided, errors and status codes documented.

Adopt is whether an agent can get a key and make its first successful call without a human in the loop. Baseten leads 75 to 38. Baseten misses programmatic credential creation, mcp integration available; Cerebras misses self-service signup, no mandatory sales call, agent-compatible signup flow, programmatic credential creation, free trial or free allowance, fast time to first request, copyable quickstart, cli available.

Operate. Both sit at 35/100 here. Baseten misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified; Cerebras misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified.

Pricing

Baseten does not publish a machine-readable starting price and has a free tier. Cerebras does not publish one.

Signal by signal

Which to pick

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

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