Bright Data vs Fastcrawl: which one should your agent use?

Bright Data is the large-scale proxy-and-data giant; Fastcrawl is a flat, agent-first rendering API. They sit at opposite ends of the spectrum — Bright Data for enterprise bulk data, Fastcrawl for clean LLM-ready markdown on demand. Here's the honest comparison.

The quick verdict

Bright Data is the right pick for enterprise-scale data collection with dedicated proxy infrastructure (72M+ residential IPs) and per-record pricing. Fastcrawl is the right pick for AI agents that want any URL → clean markdown with one call, MCP-native access, and a $5 entry with 2,000 recurring free credits.

Pricing

Bright Data           Fastcrawl
────────────────       ─────────────
Free 5K records/mo     Free $0: 2,000 credits/mo, 100/day
PAYG $1.50/1K records  Go $5/mo: 5,000 credits, no rate limit
Scale $499/mo (384K)   Enterprise: custom (SLA, SSO, volume)
Enterprise custom

The structure is fundamentally different. Bright Data charges per 1K records (roughly $1.50 on the pay-as-you-go tier); Fastcrawl charges a flat 1 credit per format, and the paid plan starts at $5/mo vs Bright Data's $499 Scale tier.

For AI agents specifically

• Flat credits — Fastcrawl is 1 credit per format, regardless of proxy or rendering complexity. Bright Data's pricing scales with records and proxy type (residential runs much higher).
• MCP-native — Fastcrawl exposes all 12 tools over Model Context Protocol. Bright Data's integrations are REST/SDK + browser extensions.
• Output — Fastcrawl returns clean markdown by default (LLM-ready). Bright Data is built for structured records from specific sites, not generic markdown.
• Extra tools — Fastcrawl ships crawl, map, search, extract, screenshots, PDF and monitors in one API.

When Bright Data wins

• You need enterprise-scale data collection with a dedicated proxy network.
• You need very high volume (hundreds of thousands to millions of records) where per-record economics work for you.
• You need specific site datasets (SERP, social, e-commerce) at bulk scale.

When Fastcrawl wins

• You want every URL → clean markdown with one HTTP call, for LLM/RAG ingestion.
• You're building an agent and want MCP-native access.
• You want a lower entry ($5 vs $499) and a recurring free tier.