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Bunny vs Uploadthing

Bunny scores higher on the AgentReady, 45/100 against 40/100. They differ on 12 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

Bunny. The global edge platform that truly hops.

Uploadthing. UploadThing is a file upload service for developers, positioned as an easier and safer alternative to AWS S3.

Where Bunny is ahead

Bunny passes clear product positioning, llms.txt published, llms-full.txt / full agent docs and machine-readable metadata, and Uploadthing does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds adopt: official python sdk and cli available. Uploadthing misses those.

And on operate, observable execution. Uploadthing misses it.

Where Uploadthing is ahead

Uploadthing passes clear canonical domain, and Bunny 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 pricing understandable. Bunny misses those.

And on adopt, free trial or free allowance. Bunny misses it.

Finally, on operate, structured, predictable output. Bunny misses it.

What neither does

Both fail mcp discoverable, structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented, no mandatory sales call, agent-compatible signup flow, programmatic credential creation, mcp integration 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 is whether an agent can find the product at all without being told it exists. Bunny leads 80 to 53. Bunny misses clear canonical domain, mcp discoverable; Uploadthing misses clear product positioning, llms.txt published, llms-full.txt / full agent docs, mcp discoverable, machine-readable metadata.

Understand. Uploadthing leads 31 to 15. Bunny misses structured api reference, openapi / spec quality, authentication documented, pricing understandable, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented; Uploadthing misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented.

Adopt. Bunny leads 50 to 40. Bunny misses no mandatory sales call, agent-compatible signup flow, programmatic credential creation, free trial or free allowance, mcp integration available; Uploadthing misses no mandatory sales call, agent-compatible signup flow, programmatic credential creation, official python sdk, cli available, mcp integration available.

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

Pricing

Bunny does not publish a machine-readable starting price. Uploadthing starts at $0/month and has a free tier.

Signal by signal

Which to pick

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

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