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Replicate vs Together AI

Replicate scores higher on the AgentReady, 82/100 against 46/100. They differ on 16 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

Replicate. Platform to run and fine-tune AI models, deploy custom models, and generate images, speech, music, and video via API

Together AI. Full-stack AI platform, powered by cutting-edge research

Where Replicate is ahead

Replicate passes search discoverable, clear product positioning and mcp discoverable, and Together AI does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds understand: openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented and limits / constraints documented. Together AI misses those.

And on adopt, programmatic credential creation, cli available and mcp integration available. Together AI misses those.

Finally, on operate, structured, predictable output and machine-readable errors. Together AI misses those.

Where Together AI is ahead

Together AI passes fast time to first request and copyable quickstart, and Replicate does not. That is adopt, whether an agent can get a key and make its first successful call without a human in the loop.

What neither does

Both fail no mandatory sales call, agent-compatible signup flow, 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. Replicate leads 100 to 60. Replicate misses nothing; Together AI misses search discoverable, clear product positioning, mcp discoverable.

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

Adopt. Replicate leads 70 to 52. Replicate misses no mandatory sales call, agent-compatible signup flow, fast time to first request, copyable quickstart; Together AI misses no mandatory sales call, agent-compatible signup flow, programmatic credential creation, cli available, mcp integration available.

Operate. Replicate leads 59 to 35. Replicate misses retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified; Together AI misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified.

Pricing

Replicate does not publish a machine-readable starting price and has a free tier. Together AI starts at $0.00 and has a free tier.

Signal by signal

Which to pick

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

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