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Groq vs Mistral

Groq scores higher on the AgentReady, 64/100 against 48/100. They differ on 8 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

Groq. Groq is an AI inference company that pioneered the LPU (Language Processing Unit) and provides fast, reliable, affordable inference at scale.

Mistral. We help organizations build tailored AI systems to solve the world's hardest problems.

Where Groq is ahead

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

It also holds understand: authentication documented and limits / constraints documented. Mistral misses those.

And on adopt, self-service signup, agent-compatible signup flow, fast time to first request and mcp integration available. Mistral misses those.

Where Mistral is ahead

Mistral passes clear canonical domain, and Groq does not. That is discover, whether an agent can find the product at all without being told it exists.

What neither does

Both fail openapi / spec quality, pricing understandable, request examples provided, response examples provided, errors and status codes documented, no mandatory sales call, programmatic credential creation, free trial or free allowance, cli available, 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. Groq leads 93 to 87. Groq misses clear canonical domain; Mistral misses mcp discoverable.

Understand. Groq leads 46 to 31. Groq misses openapi / spec quality, pricing understandable, request examples provided, response examples provided, errors and status codes documented; Mistral misses openapi / spec quality, authentication documented, pricing understandable, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented.

Adopt is whether an agent can get a key and make its first successful call without a human in the loop. Groq leads 70 to 25. Groq misses no mandatory sales call, programmatic credential creation, free trial or free allowance, cli available; Mistral 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, cli available, mcp integration available.

Operate. Both sit at 47/100 here. Groq misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified; Mistral misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified.

Pricing

Groq does not publish a machine-readable starting price. Mistral does not publish one.

Signal by signal

Which to pick

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

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