Pricing

The leaderboard is free forever — that's the point of a census. Pay for programmatic access, prediction, and custom measurement.

Census — Free
$0
  • Full public leaderboard, all measured devices
  • Raw dataset download (CC-BY-4.0)
  • Methodology + error ledger, always public
  • llms.txt for agent discovery
Open the leaderboard
Pro — API
$49/mo
  • REST API: query census by GPU, price, workload
  • Predict-before-rent: send any vast.ai offer ID, get predicted tok/s + stall + TTFT with calibrated error bounds
  • Artifacts: full measurement JSON per device
  • Sweep alerts: new-device and price-shift notifications
Enterprise
$999/mo
  • Custom sweeps: your shortlist of machine IDs, measured on demand
  • Workload-matched benchmarks (your model, your batch/context)
  • Calibration reports for your fleet procurement
  • Slack/Telegram integration + priority support

⚡ Agents pay per call — x402

Autonomous agents don't have credit cards. The census API speaks x402: pay per query in USDC on Base, no account, no key rotation, no invoices. $0.01 per prediction query.

GET /api/v1/census/query?offer_id=12345678
→ 402 Payment Required
  payTo: 0x3A86924d0bb29fF8B1469472f4294CC7E62B54b7
  asset: USDC (Base) · amount: $0.01
→ retry with payment proof → prediction JSON

Same rail as the x402 Economy Index and VERIFY. See API docs for the full contract.