Crawlbase vs Oxylabs
Crawlbase scores higher on the AgentReady, 68/100 against 43/100. 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
Crawlbase. Crawlbase provides web crawling, scraping, and parsing APIs at scale.
Oxylabs. Oxylabs provides proxy services and web scraping solutions for accessing public web data fast and at scale.
Where Crawlbase is ahead
Crawlbase passes machine-readable metadata, and Oxylabs 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. Oxylabs misses those.
And on adopt, self-service signup, agent-compatible signup flow, free trial or free allowance, fast time to first request and cli available. Oxylabs misses those.
Finally, on operate, observable execution and agent compatibility verified. Oxylabs misses those.
What neither does
Both fail structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, no mandatory sales call, programmatic credential creation, structured, predictable output, 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. Crawlbase leads 100 to 93. Crawlbase misses nothing; Oxylabs misses machine-readable metadata.
Understand. Crawlbase leads 38 to 15. Crawlbase misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented; Oxylabs 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.
Adopt is whether an agent can get a key and make its first successful call without a human in the loop. Crawlbase leads 81 to 40. Crawlbase misses no mandatory sales call, programmatic credential creation; Oxylabs misses self-service signup, no mandatory sales call, agent-compatible signup flow, programmatic credential creation, free trial or free allowance, fast time to first request, cli available.
Operate. Crawlbase leads 53 to 24. Crawlbase misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable; Oxylabs misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, observable execution, agent compatibility verified.
Pricing
Crawlbase does not publish a machine-readable starting price and has a free tier. Oxylabs does not publish one.
Signal by signal
| Signal | Crawlbase | Oxylabs |
|---|---|---|
| AgentReady | 68 | 43 |
| Discovery | 100 | 93 |
| Understanding | 38 | 15 |
| Adoption | 81 | 40 |
| Operability | 53 | 24 |
| Public API | Yes | Yes |
| MCP server | Yes | Yes |
| OpenAPI spec | Unknown | Unknown |
| CLI | Yes | Unknown |
| llms.txt | Yes | Yes |
| Self-serve signup | Yes | Unknown |
| Free tier | Yes | Unknown |
Which to pick
Crawlbase clears more of the signals an agent needs, so it is the safer default for unattended use. Full profiles: Crawlbase and Oxylabs. Alternatives to each: Crawlbase, Oxylabs.
An agent can fetch this as data: POST /v1/compare {"slugs": ["crawlbase", "oxylabs"]}