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Apify vs Olostep

Apify scores higher on the AgentReady, 74/100 against 63/100. They differ on 13 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

Apify. Apify is the largest marketplace of trusted tools for AI.

Olostep. Olostep is web data infrastructure for AI, providing an API for web agentic search, scraping and crawling.

Where Apify is ahead

Apify passes structured api reference, and Olostep does not. That is understand, whether an agent can read the docs and work out how the API behaves before calling it.

Where Olostep is ahead

Olostep passes public docs discoverable, and Apify 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, pricing understandable and limits / constraints documented. Apify misses those.

And on adopt, self-service signup, free trial or free allowance, official typescript sdk and official python sdk. Apify misses those.

Finally, on operate, canonical workflow succeeds, structured, predictable output, observable execution and agent compatibility verified. Apify misses those.

What neither does

Both fail search discoverable, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, no mandatory sales call, programmatic credential creation, fast time to first request, copyable quickstart, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable. 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. Apify leads 100 to 87. Apify misses search discoverable, public docs discoverable; Olostep misses search discoverable.

Understand is whether an agent can read the docs and work out how the API behaves before calling it. Apify leads 67 to 38. Apify misses openapi / spec quality, authentication documented, pricing understandable, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented; Olostep misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented.

Adopt. Apify leads 63 to 62. Apify misses self-service signup, no mandatory sales call, programmatic credential creation, free trial or free allowance, fast time to first request, copyable quickstart, official typescript sdk, official python sdk; Olostep misses no mandatory sales call, agent-compatible signup flow, programmatic credential creation, fast time to first request, copyable quickstart.

Operate. Apify leads 67 to 65. Apify misses canonical workflow succeeds, structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, observable execution, agent compatibility verified; Olostep misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable.

Pricing

Apify does not publish a machine-readable starting price. Olostep does not publish one and has a free tier.

Signal by signal

Which to pick

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

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