Sources / Research and analysis
Epoch AI
16 records were read from this source, dated 12 Jan 2026 to 16 Oct 2026.
What was read from it
- KindPrice observationAs statedcontracts in the $300k-$500k range per contract (often quarterly)Dated12 Jan 2026
- One especially complex software-engineering RL task with its grader (upper end reported to Epoch AI)KindPrice observationAs stated$20k per task would be rare but possibleDated12 Jan 2026
- KindPrice observationAs statedRoughly 4 to 5 times the non-exclusive price multiplierDated12 Jan 2026
- KindPrice observationAs stated$200 to $2,000 per taskDated12 Jan 2026
- KindPrice observationAs statedAbout $20K; about $300K for a Slack-grade clone per environmentDated12 Jan 2026
- KindMarket recordAs statedoften six to seven figures per quarter; $300k-$500k seen by a neolab researcherDated12 Jan 2026
- KindMarket recordAs statedaround $20k per website replica; around $300k for a Slack-grade replicaDated12 Jan 2026
- KindMarket recordAs stated$200-$2,000 per task; $20k per task rareDated12 Jan 2026
- KindMarket recordAs statedroughly 4-5xDated12 Jan 2026
- KindNegotiation leverAs statedTwo RL-environment founders told Epoch AI that exclusive deals cost roughly 4 to 5 times…Dated24 Sep 2026
- KindNegotiation leverAs statedRobotics Center's custom RL environments ($5,000 to $50,000+) ship by default as a…Dated16 Oct 2026
- KindLicence termAs statedOffer exclusivity only for a defined field and a defined window, and charge a multiple…Dated11 Oct 2026
- KindQuoteDated12 Jan 2026
- KindQuoteDated12 Jan 2026
- KindQuoteDated12 Jan 2026
- KindQuoteDated12 Jan 2026
Figures it feeds
- $20,000 to $300,000 an environmentThe valuation's price for a finished training environment
- 4 to 5 timesWhat an exclusive licence fetches, against a non-exclusive one
- $17,000 to $1,100,000The valuation tool's range for its starting task set
- $42.7K per environmentDatasets, tasks and environments, made to order, per environment
- $722K per contractDatasets, tasks and environments, made to order, per contract
- $2,837 per taskDatasets, tasks and environments, made to order, per task
- 9.5xHow much more buyers pay than makers are paid for datasets, tasks and environments, per task
- 36Prices per task behind every valuation of a task set