AUTONOMOUS CHEAPOS SHOWCASE · ZERO-COST COMPUTE
100% FREE TIERMicroCRM
A personal flat-file relationship manager and meeting prep assistant in pure Python stdlib. Stores contacts and interaction logs in Markdown
Run telemetry100% unattended
Autonomous Execution Benchmark
Cost, activity, autonomy and verification from the cheapoS execution engine.
01 Cost & token usage
- Total billed
- $0.00
- Total tokens
- 4,185,592
- Worker tokens
- 3,231,016
- Reviewer tokens
- 305,245
- Planner tokens
- 629,593
- Coordinator tokens
- 19,738
- Elapsed
- 0 min
- Inference
- 0 min
- Controller & validation
- 0 min
02 Actions & calls
188 total actions
- Worker calls
- 57
- Tool actions
- 79
- Reviewer calls
- 27
- Planner calls
- 24
- Coordinator calls
- 1
- Checkpoints
- 4
03 Models used
8 provider handoffs
- Workers
unknowngemma-4-31b-itqwen3.6-27bgemini-3.1-flash-litegpt-oss-120bdots-3-note-preview:free- Reviewers
unknownnemotron-3-super-120b-a12b:free- Coordinators
gemma4:31b
04 Autonomy
Unattended- Operator resumes
- 0
- Auto-approved checks
- 8Shell commands
- Merge blockers
- None (clean trunk merge)
05 Code quality & verification
- Unit test suite (final verification)
- Deterministic test suite verified
- Autonomous check runs
- 8 test runs (self-corrected & passing) 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.