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Modal vs Patronus

Patronus scores higher on the AgentReady, 59/100 against 55/100. 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

Modal. Modal provides a serverless cloud for engineers and researchers who want to build compute-intensive applications without thinking about infrastructure.

Patronus. Patronus AI is a frontier lab training the first Digital World Models.

Where Modal is ahead

Modal passes clear product positioning, and Patronus does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds adopt: no mandatory sales call and cli available. Patronus misses those.

Where Patronus is ahead

Patronus passes mcp discoverable, and Modal 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. Modal misses it.

And on adopt, fast time to first request, copyable quickstart and mcp integration available. Modal misses those.

What neither does

Both fail clear canonical domain, 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 80/100 here. Modal misses clear canonical domain, mcp discoverable; Patronus misses clear canonical domain, clear product positioning.

Understand. Patronus leads 46 to 38. Modal misses openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented; Patronus misses openapi / spec quality, authentication documented, 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. Patronus leads 75 to 65. Modal misses programmatic credential creation, fast time to first request, copyable quickstart, mcp integration available; Patronus misses no mandatory sales call, programmatic credential creation, cli available.

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

Pricing

Modal starts at $0/mo and has a free tier. Patronus starts at $0/mo and has a free tier.

Modal plansPatronus plans
Starter $0 + compute / monthIndividual Free/Month
Team $250 + compute / monthBase $25/Month
Enterprise CustomEnterprise Contact us for Pricing
-Developer $10 / 1k small evaluator API calls; $20 / 1k large evaluator API calls; $10 / 1k eval explanations

Signal by signal

SignalModalPatronus
AgentReady5559
Discovery8080
Understanding3846
Adoption6575
Operability3535
Public APIYesYes
MCP serverNoYes
OpenAPI specYesYes
CLIYesUnknown
llms.txtYesYes
Self-serve signupYesYes
Free tierYesYes

Which to pick

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

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