What it sells
Frontier coding data for training and evaluating LLMs
Business model breakdown
Buyer: who owns the budget?
UnverifiedResearch/data leads at AI labs (inferred).
Workflow: what inputs become what output?
Collect expert coding data: RL environments, long-horizon tasks, off-the-shelf datasets, benchmarks/evals (DeepSWE), agent trajectories, SFT demonstrations across software engineering, data science, cyber security, ML research.
Economics: what it saves and how it charges
UnverifiedCustom data-collection contracts and dataset sales to model builders (inferred).
Distribution: how it reaches customers
Get-in-touch sales led; no self-serve.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Winter 2024 | — | Y Combinator | ycombinator.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.