AUTONOMOUS CHEAPOS SHOWCASE · ZERO-COST COMPUTE
100% FREE TIERLogWhisperer · Lightweight Zero-Dependency Server Log Clusterer
Extracts recurring log patterns, clusters millions of log lines using tokenized signature matching, and detects anomaly spikes without expensive cloud log monitoring services.
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
- 4,324,833
- Worker tokens
- 3,830,691
- Reviewer tokens
- 320,760
- Planner tokens
- 164,566
- Coordinator tokens
- 8,816
- Elapsed
- 23.9 min
- Inference
- 21.7 min
- Controller & validation
- 2.2 min
02 Actions & calls
181 total actions
- Worker calls
- 72
- Tool actions
- 64
- Reviewer calls
- 32
- Planner calls
- 11
- Coordinator calls
- 2
- Checkpoints
- 2
03 Models used
8 provider handoffs
- Workers
claude-sonnet-4-6dots-3-note-preview:freegemini-3.1-flash-litegemma-4-31b-itgpt-oss-120b- Reviewers
gemini-3.7-flash-low- Coordinators
gemma4:31b
04 Autonomy
Unattended- Operator resumes
- 0
- Auto-approved checks
- 10Shell commands
- Merge blockers
- None (clean trunk merge)
05 Code quality & verification
- Unit test suite (final verification)
- 4/4 passing in 0.002s
- Autonomous check runs
- 7 / 10 passed (iterative repair loop) Iterative test loops during build
- Reviewer decisions
- 2 / 2 items approved (100%)
- Commits authored
- 2
PEER FEEDBACK & COMMUNITY BENCHMARKS
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