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Bright Data vs Decodo

Bright Data scores higher on the AgentReady, 62/100 against 53/100. They differ on 6 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

Bright Data. Bright Data is a web data platform that helps users collect, process and scale access to public web data.

Decodo. AI-Ready Proxy & Scraping Solutions.

Where Bright Data is ahead

Bright Data passes public docs discoverable and llms-full.txt / full agent docs, and Decodo does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds adopt: fast time to first request and copyable quickstart. Decodo misses those.

And on operate, agent compatibility verified. Decodo misses it.

Where Decodo is ahead

Decodo passes structured, predictable output, and Bright Data does not. That is operate, whether an agent can run against it in production and recover when a call fails.

What neither does

Both fail structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented, no mandatory sales call, agent-compatible signup flow, programmatic credential creation, 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 is whether an agent can find the product at all without being told it exists. Bright Data leads 100 to 80. Bright Data misses nothing; Decodo misses public docs discoverable, llms-full.txt / full agent docs.

Understand. Both sit at 23/100 here. Bright Data misses structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented; Decodo misses structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented.

Adopt. Bright Data leads 70 to 60. Bright Data misses no mandatory sales call, agent-compatible signup flow, programmatic credential creation; Decodo misses no mandatory sales call, agent-compatible signup flow, programmatic credential creation, fast time to first request, copyable quickstart.

Operate. Bright Data leads 53 to 47. Bright Data misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable; Decodo misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified.

Pricing

Bright Data does not publish a machine-readable starting price and has a free tier. Decodo starts at $2/GB with no free tier.

Bright Data plansDecodo plans
-3 GB $11.25/mo
-10 GB $35/mo
-25 GB $81.25/mo
-50 GB $150/mo
-100 GB $275/mo
-Pay as you go $4.0/GB

Signal by signal

SignalBright DataDecodo
AgentReady6253
Discovery10080
Understanding2323
Adoption7060
Operability5347
Public APIYesYes
MCP serverYesYes
OpenAPI specUnknownUnknown
CLIYesYes
llms.txtYesYes
Self-serve signupYesYes
Free tierYesNo

Which to pick

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

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