Stop paying your model to scrape. Clean web data, at scale, for a fraction of the cost.
Terabyte-scale web data for open source models, over a residential network, for a fraction of the cost.
❯ Scrape example.com as seen from Germany and clean it ● I'll use the Runner AI scrape skill to fetch example.com from Germany and clean it. ● Skill(runner-ai:scrape) └ Successfully loaded skill ✓ exit acquired · DE · 38 ms ✓ clean content · 448 B · status 200 ● Done. Routed through a residential node in Germany (DE), noise tags stripped out. Result: a minimal placeholder page (448 B · 0 credits used). - Title: Example Domain - Link: Learn more → iana.org/domains/example ✱ Worked for 21s · no API key
Models learn from collected data. Web access brings them new information when they need it.
Web data supports AI before and after training.
Teams can run and adapt these models themselves.
Agents use web data while carrying out tasks.
Pin any request to a country and read the page the way a local does, through a real residential connection there. Unavailable countries fail loudly — never a silent fallback that still bills you.
Locations in the catalog
Loading locations
Country coverage
Country coverage pending
US cities covered
cities covered globally
states & regions covered
City and regional figures as of 15 October 2026.
Across media, documents and web data — priced by the byte, not the page.
of successfully delivered output
Clips, recordings & video containers
Speech, music & lossless audio
Raster, vector & animated images
Documents & spreadsheets
Page source & readable text
Objects, markup & tables
Compressed file delivery
Every web page, returned the way your pipeline wants it
One flat rate for delivered bytes, without per-page fees or credit multipliers. Per-page pricing punishes small pages hardest — and most pages are small.
Estimated cost per GB
USD per GB, calculated by page size across four plans per competitor.
| Page size |  |  Decodo | Firecrawl |
|---|---|---|---|
| 10 KiB | $0.05 | $20.26–$48.83 | $58.50–$312.50 |
| 50 KiB | $0.05 | $4.05–$9.77 | $11.70–$62.50 |
| 100 KiB | $0.05 | $2.03–$4.88 | $5.85–$31.25 |
| 500 KiB | $0.05 | $0.41–$0.98 | $1.17–$6.25 |
| 1 MiB | $0.05 | $0.20–$0.48 | $0.57–$3.05 |
| 5 MiB | $0.05 | $0.040–$0.095 | $0.114–$0.610 |
| 10 MiB | $0.05 | $0.020–$0.048 | $0.057–$0.305 |
Assumes all included requests are used. Firecrawl uses annual pricing at one credit per page.
Decodo’s $249 plan costs less above 4.15 MB per page.
Estimated cost per GB of source files
Four plans per competitor. Costs use source-file sizes. Outputs differ.
| File type & size | | Decodo | Firecrawl |
|---|---|---|---|
| Thumbnail 3.95 kB | $0.05 | $52.54–$126.61 | $151.68–$810.33 |
| Icon / graphic 17.75 kB | $0.05 | $11.69–$28.17 | $33.74–$180.26 |
| Web photo 102.40 kB | $0.05 | $2.03–$4.88 | $5.85–$31.25 |
| Audio clip 563.76 kB | $0.05 | $0.37–$0.89 | $1.06–$5.68 |
| Document 2.22 MB | $0.05 | $0.094–$0.226 | $1.35–$7.22 |
| Video clip 2.85 MB | $0.05 | $0.073–$0.176 | $1.05–$5.62 |
| Longer video 6.69 MB | $0.05 | $0.031–$0.075 | $0.45–$2.39 |
| Lossless audio 12.36 MB | $0.05 | $0.017–$0.041 | $0.24–$1.29 |
Assumes all included requests are used and Firecrawl is billed annually. Providers return different outputs.
Firecrawl’s five-credit charge above 768 kB is an unverified assumption.
Estimated equivalent cost in USD per GB of delivered payload, modeled from each provider’s published plans at full allowance use — not measured bills.
One flat rate, one prepaid balance that never expires.
The API is live today. Agent tools and platform integrations extend the same access layer.
Call Runner directly for scrape requests, country routing and account-managed usage.
Call from your application
Agents will call Runner as a native tool for natural-language scrape tasks.
Agent tools
Typed clients, automation tools and data destinations will bring Runner into existing AI workflows.
Planned ecosystem paths
Request access, add credit, and start pulling clean, LLM-ready data. No contracts, no minimums, no sales call required.
A terabyte of web data for the cost of lunch. Book a call and we will scope your volume, geolocation, and delivery.
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