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Cloudflare vs Crawlbase

Cloudflare scores higher on the AgentReady, 98/100 against 68/100. 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

Cloudflare. One platform for your apps, agents, and workforce.

Crawlbase. Crawlbase provides web crawling, scraping, and parsing APIs at scale.

Where Cloudflare is ahead

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

Where Crawlbase is ahead

Crawlbase passes search discoverable and public docs discoverable, and Cloudflare 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 limits / constraints documented. Cloudflare misses those.

And on adopt, fast time to first request, copyable quickstart, official typescript sdk and official python sdk. Cloudflare misses those.

Finally, on operate, canonical workflow succeeds and observable execution. Cloudflare misses those.

What neither does

Both fail 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. Both sit at 100/100 here. Cloudflare misses search discoverable, public docs discoverable; Crawlbase misses nothing.

Understand is whether an agent can read the docs and work out how the API behaves before calling it. Cloudflare leads 92 to 38. Cloudflare misses openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented; Crawlbase misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented.

Adopt. Cloudflare leads 100 to 81. Cloudflare misses no mandatory sales call, programmatic credential creation, fast time to first request, copyable quickstart, official typescript sdk, official python sdk; Crawlbase misses no mandatory sales call, programmatic credential creation.

Operate. Cloudflare leads 100 to 53. Cloudflare misses canonical workflow succeeds, structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, observable execution; Crawlbase misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable.

Pricing

Cloudflare starts at $0/mo and has a free tier. Crawlbase does not publish one and has a free tier.

Cloudflare plansCrawlbase plans
Free $0/month-
Pro $20/mo billed annually or $25/mo billed monthly-
Business $200/mo billed annually or $250/mo billed monthly-
Contract Custom-
Free (SASE) $0 forever-
Pay-as-you-go (SASE) $7/user/month-
Contract (SASE) Custom-
Free (Developer Platform) No credit card needed-
Paid (Developer Platform) Starts at $5/month-

Signal by signal

SignalCloudflareCrawlbase
AgentReady9868
Discovery100100
Understanding9238
Adoption10081
Operability10053
Public APIYesYes
MCP serverYesYes
OpenAPI specYesUnknown
CLIYesYes
llms.txtYesYes
Self-serve signupYesYes
Free tierYesYes

Which to pick

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

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