Compute.pangle.online — GPU rental market README
The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the Compute.pangle.online — GPU rental market listing page.
compute.pangle.online — GPU compute meta-aggregator
One process: provider pollers + SQLite store + ranked REST API + MCP server + the site.
Live at https://compute.pangle.online · API /api/offers, /api/history, /api/idle-history, /api/watches · MCP /mcp/ (streamable HTTP).
Run anywhere (the VPS lift)
No external services, no keys required (keys in .env deepen Vast/RunPod results; DataCrunch and Akash need none).
The fee levers — there are two, and confusing them corrupts the data
FEE_BPS (core/economics.py) marks up displayed prices, and it is 0, permanently.
The book, the tape, the index and the per-chip prices are published as THE MARKET's numbers —
check any of them against the provider's own page. A markup here would quietly make every
published price ours instead of theirs, so this lever stays off.
EXEC_FEE_BPS is the platform fee, charged on what we settle, never on what the provider
charges: 2.5%, one cent minimum, capped at $5 per lease per UTC day (core/meter.py).
Renters place on their own provider key and pay the provider directly; this is the only thing
we take, and it is disclosed in the quote and the receipt before anything is placed.
REF_VAST / REF_RUNPOD referral slots ride the same seam.
Layout
providers/ one drop-in module per marketplace · core/ schema, rank, economics,
stats · db.py SQLite (WAL) with provider_health honesty table · app.py FastAPI +
scheduler + MCP mount · web/ the hand-written site (see DESIGN-DIRECTION.md).
Tests: venv/bin/python -m tests.test_pipeline
Generated pages
web/gpu/, web/vs/ and web/sitemap.xml are built artifacts — regenerate with
venv/bin/python gen_gpu_pages.py (the deployment runs it hourly).
Fonts
Martian Mono ships in web/fonts/ (SIL OFL). The display serif (Erode, by
Indian Type Foundry via Fontshare) is not redistributed here — its license
doesn't allow it; fetch it from https://www.fontshare.com/fonts/erode into
web/fonts/ as erode-400.woff2 / erode-600.woff2, or let the stack fall
back to Georgia.
License
AGPL-3.0 — see LICENSE. Run it, fork it, learn from it; if you serve a
modified version, share your changes the same way.