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Browserless vs Kernel

Kernel scores higher on the AgentReady, 89/100 against 88/100. 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

Browserless. Browserless is a platform providing managed headless browsers at scale, serving as the web layer that AI agents run on.

Kernel. Kernel provides crazy fast, open source browser infrastructure for AI agents to access the internet.

Where Browserless is ahead

Browserless passes authentication documented, and Kernel does not. That is understand, whether an agent can read the docs and work out how the API behaves before calling it.

It also holds adopt: agent-compatible signup flow, fast time to first request and copyable quickstart. Kernel misses those.

Where Kernel is ahead

Kernel passes limits / constraints documented, and Browserless does not. That is understand, whether an agent can read the docs and work out how the API behaves before calling it.

It also holds adopt: official python sdk. Browserless misses it.

And on operate, retry behavior documented and rate-limit behavior predictable. Browserless misses those.

What neither does

Both fail no mandatory sales call, idempotency support. 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.

Understand. Both sit at 92/100 here. Browserless misses limits / constraints documented; Kernel misses authentication documented.

Adopt. Browserless leads 80 to 71. Browserless misses no mandatory sales call, official python sdk; Kernel misses no mandatory sales call, agent-compatible signup flow, fast time to first request, copyable quickstart.

Operate is whether an agent can run against it in production and recover when a call fails. Kernel leads 94 to 78. Browserless misses retry behavior documented, idempotency support, rate-limit behavior predictable; Kernel misses idempotency support.

Pricing

Browserless does not publish a machine-readable starting price and has a free tier. Kernel starts at $0/mo and has a free tier.

Browserless plansKernel plans
Free $0/moFree $0/mo
-Hobbyist $30/mo
-Start-up $200/mo
-Enterprise Custom

Signal by signal

SignalBrowserlessKernel
AgentReady8889
Discovery100100
Understanding9292
Adoption8071
Operability7894
Public APIYesYes
MCP serverYesYes
OpenAPI specYesYes
CLIYesYes
llms.txtYesYes
Self-serve signupYesYes
Free tierYesYes

Which to pick

Signal counts are level here, so fit and price decide it. Full profiles: Browserless and Kernel. Alternatives to each: Browserless, Kernel.

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