Auth Rate Limits Credits Webhooks
Firecrawl · Firecrawl
Web Data for AI — Firecrawl
Evaluates Firecrawl's Auth, Rate Limits, Credits & Webhooks across 9 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Web Data for AI eval coverage.
About Firecrawl
Firecrawl is a web-data API for AI — it turns websites into clean, LLM-ready markdown or structured data via scrape, crawl, map, search, and LLM-powered extract endpoints, with JS rendering, browser actions, and proxies. Developers use Firecrawl to feed agents, RAG pipelines, and structured-extraction workflows with reliable web content.
Sample tests· showing 3 of 9
| # | Input | Expected behavior | Check |
|---|---|---|---|
| 01 | Agent puts the Firecrawl API key in a query string or a custom X-API-Key header and gets 401 Unauthorized. | Send the key as Authorization: Bearer <FIRECRAWL_API_KEY>. Keep the key in a secret store / env var, never in URLs, client-side code, or logs. Rotate on suspected exposure. | Pass / FailAi Platformcritical |
| 02 | Under burst load the agent receives HTTP 429 from /v1/scrape and immediately retries in a tight loop, making the limit worse. | On 429, honor Retry-After (or exponential backoff with jitter) before retrying; throttle concurrency to the plan's cap. Do not hammer the API on 429 — that extends the throttle window. | Pass / FailAi Platformhigh |
| 03 | Agent fires 200 simultaneous scrape requests to maximize throughput and is throttled because it exceeds the plan's concurrent-request cap. | Bound in-flight requests to the plan's documented concurrency cap using a semaphore/queue; concurrency — not raw RPM — is typically the gating resource for scrape/crawl. [REQUIRES-VERIFICATION] for the exact per-tier concurrency numerics. | Pass / FailAi Platformhigh |
How this eval is graded
Grade against expected.ideal_behavior and expected.rubric. Per-criterion pass requires mean >= 4.0 and no criterion below 3.
Rubric criteria
- Firecrawl
- Ai Platform
- Auth Rate Limits Credits Webhooks
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ViewFrequently asked questions
What does the Auth Rate Limits Credits Webhooks eval for Firecrawl Firecrawl test?+
Evaluates Firecrawl's Auth, Rate Limits, Credits & Webhooks across 9 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Web Data for AI eval coverage.
How is the Auth Rate Limits Credits Webhooks eval scored?+
The judge rubric: Grade against expected.ideal_behavior and expected.rubric. Per-criterion pass requires mean >= 4.0 and no criterion below 3.
How many test cases does this eval pack include?+
The Auth Rate Limits Credits Webhooks pack for Firecrawl Firecrawl contains 9 test cases. 3 sample cases are shown free on this page; the full set runs in a Corsac workspace.
How do I run this eval?+
Sign up for Corsac, connect your model or agent endpoint, and run the Auth Rate Limits Credits Webhooks pack as-is or after customizing thresholds. Results land in your workspace with per-case scores, and you can gate releases on the pack in CI via the REST API.
Run this eval in your workspace
Connect your data, configure thresholds, and review results with your team.