Other engineering teams are already getting paid for this

Your team's LLM logs are worth money. You're just not collecting it yet.

  • 1–10% cashback on your output-token cost, by model
  • Cashed out in USDC — to a wallet or Coinbase, $25 minimum
  • Read-only — we never write to your environment
  • Revoke anytime · no contract
A goat leaping
The opt-in corpus contributors are building
9K+
production traces in the corpus
256M+
tokens measured across real workloads
15
frontier & legacy models tracked
9
verticals the corpus spans

See what your traces are worth.

Drag your monthly output-token spend. This is the cashback you're currently leaving on the table.

Monthly output-token spend$25,000
$1,000$100,000
up to $30,000 / year
1–10% of your output-token cost, by model tier · cashed out in USDC

Illustrative. Your actual rate (1–10%) depends on which models you run — frontier models pay the most.

Live in 90 seconds. One command.

01
Connect

One command installs a read-only capture hook for Claude Code, Cursor, Codex, or Antigravity. We never get write access.

02
We redact

Raw traces are captured encrypted and segregated, then redacted on our servers — a deterministic secret/PII detector plus a Presidio + spaCy ML pass, behind a default-DENY gate that quarantines anything uncertain. Only the clean projection is ever eligible for a study.

03
Get paid

Cashback accrues on your output tokens. Cash out anytime in USDC — to a wallet or your Coinbase account, $25 minimum.

$ npx -y goatai-cli init --global --project <project-id>
Claude CodeCursorCodexAntigravity
Works with whichever you use. Read-only, every time.
trace · ess_ep_a4f9e2b1… · 2026-05-22T14:32Z
✓ default-DENY redaction
model Claude Opus 4.8 · 4m18s · 16 steps
user 65yo male, chest pain, ecg shows [redacted]
org [redacted] Health · tenant [redacted]
tokens in 28,412 · out 1,247 · cost $0.184
Raw content is encrypted and access-segregated the moment it's captured — only the redacted projection is ever eligible for research.

1–10% of the model's output-token price. Frontier models pay the most.

Cashback is paid on output tokens only — a percentage of what that model's output tokens cost at list price. The rate is set by the model's tier.

Output tokens only
We pay on what the model generated — never on your input or context
Set by model tier
Frontier models (Fable) earn the top rate; smaller models earn less
Scales with price & volume
Pricier models and more output mean more cashback at the same rate
Base rate by model
10%
Fable
5%
Opus · GPT‑5.5
1–5%
Most other models
Get paid in
USDCBaseEthereumPolygonCoinbase$25 min · cash out anytime

Your traces fund real research.

Production traces — diverse, real, messy — can't be synthesized in a lab. That's the data frontier AI labs and research institutions need to evaluate the next generation of models — and why we can pay you for telemetry you're already generating.

The kind of research production telemetry powers

The questions you're actually asking.

Run the command. See your environment. Then decide.

Sign up, connect a source, and see your first trace in minutes — then watch the cashback accrue.

$ npx -y goatai-cli init --global --project <project-id>
No contract · no commitment · revoke anytime