How it works
01
Use strong reasoning where it matters
Complex literature decisions, code changes, and experiment diagnosis are handled by high-quality models including GPT-6.1-sol. Model calls do not go through third-party relays, so models are not swapped for cheaper ones.
- Long-context research
- Complex code and debugging
- Multi-round experiment analysis
02
Credits measured at official prices
1 credit equals $1 of usage at the corresponding provider's standard API prices, so actual usage remains understandable.
- $19 monthly plan
- 60 credits
- About 30% of API cost
03
Spend the budget on more iterations
Research value usually comes from repeated testing and correction. Lower model cost gives the agent room for more useful loops.
- Continuous execution
- Repeated validation
- Reproducible results