AUTONOMOUS CHEAPOS SHOWCASE · ZERO-COST COMPUTE
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Autonomous Execution Benchmark
Cost, activity, autonomy and verification from the cheapoS execution engine.
01 Cost & token usage
- Total billed
- $0.00
- Total tokens
- 42,973,237
- Worker tokens
- 42,680,709
- Reviewer tokens
- 122,260
- Planner tokens
- 170,268
- Coordinator tokens
- 0
- Elapsed
- 17.5 min
- Inference
- 16.5 min
- Controller & validation
- 1.1 min
02 Actions & calls
341 total actions
- Worker calls
- 234
- Tool actions
- 80
- Reviewer calls
- 19
- Planner calls
- 8
- Coordinator calls
- 0
- Checkpoints
- 4
03 Models used
7 provider handoffs
- Workers
claude-sonnet-4-6gemini-3.1-flash-litegpt-oss-120bgemma-4-31b-itdots-3-note-preview:free- Reviewers
gemini-3.7-flash-low- Coordinators
gemma4:31b (fallback)
04 Autonomy
Unattended- Operator resumes
- 0
- Auto-approved checks
- 14Shell commands
- Merge blockers
- None (clean trunk merge)
05 Code quality & verification
- Unit test suite (final verification)
- 5/5 passing in 0.039s
- Autonomous check runs
- 8 / 14 passed (iterative repair loop) Iterative test loops during build
- Reviewer decisions
- 4 / 4 items approved (100%)
- Commits authored
- 4
PEER FEEDBACK & COMMUNITY BENCHMARKS
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Have thoughts on architecture, efficiency, or model pairings for this build? Share feedback with @cheapos_lol on X.