Demo-cache floor
The model alone, shown every demonstration it bought for the task again for free.
- Held-out tasks, budget used
- 37.6 solved 80%
- Model spend
- $0.95 588 calls
- Instances
- 100 4.9 hours
Budget used is the share of the cap of 16 that an instance was charged, averaged over the instances: a solved instance costs 1 for each wrong answer and each demonstration, an unsolved one all 16, so lower is better.
- Workstreams
- Fresh
- Stateless floor
- Demo-cache floor
- Program library
- Prime Agent
- Hermes Agent
- OpenClaw