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Koyeb vs Render

Render scores higher on the AgentReady, 81/100 against 57/100. 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

Koyeb. Developer-friendly serverless platform designed to let businesses and developers easily deploy reliable and scalable applications globally, with high-performance infrastructure for AI inference, sandboxes, and microservices on CPUs, GPUs, and accelerators

Render. Intuitive infrastructure to scale any app or agent from your first user to your billionth.

Where Koyeb is ahead

Koyeb passes no mandatory sales call, and Render 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 Render is ahead

Render passes clear canonical domain, llms.txt published and llms-full.txt / full agent docs, and Koyeb 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, openapi / spec quality, response examples provided and errors and status codes documented. Koyeb misses those.

And on operate, structured, predictable output, machine-readable errors and retry behavior documented. Koyeb misses those.

What neither does

Both fail authentication documented, request examples provided, limits / constraints documented, programmatic credential creation, 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. Render leads 100 to 80. Koyeb misses clear canonical domain, llms.txt published, llms-full.txt / full agent docs; Render misses nothing.

Understand is whether an agent can read the docs and work out how the API behaves before calling it. Render leads 77 to 23. Koyeb misses structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented; Render misses authentication documented, request examples provided, limits / constraints documented.

Adopt. Koyeb leads 90 to 80. Koyeb misses programmatic credential creation; Render misses no mandatory sales call, programmatic credential creation.

Operate. Render leads 67 to 35. Koyeb misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified; Render misses idempotency support, rate-limit behavior predictable, agent compatibility verified.

Pricing

Koyeb does not publish a machine-readable starting price and has a free tier. Render does not publish one and has a free tier.

Signal by signal

SignalKoyebRender
AgentReady5781
Discovery80100
Understanding2377
Adoption9080
Operability3567
Public APIYesYes
MCP serverYesYes
OpenAPI specUnknownYes
CLIYesYes
llms.txtUnknownYes
Self-serve signupYesYes
Free tierYesYes

Which to pick

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

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