Community metrics
Open project.Transparent numbers.
Explore downloads, GitHub stars and reported token savings, with their sources and calculation methods.
The reported total
Reported savings.
Token savings are reported voluntarily. Cost and energy figures are calculated estimates, not verified bills or electricity measurements.
- Reported tokens saved
- 184.1B
- Estimated cost avoided
- $460,684
- Estimated energy saved
- 20.5 MWh
Snapshot: . An unavailable source keeps the dated snapshot.
The community ledger
Every contribution. In the open.
Explore the public reports behind the totals. Compare reported token reductions, compression and estimated impact, then open a contribution to inspect its details.
| Rank | Contributor | Tokens saved | Compression | Est. energy | Est. cost avoided | Last update |
|---|---|---|---|---|---|---|
| 1 | frpboy | 20B | 70.7% | 2.2 MWh | $49,998 | |
| 2 | Anonymous | 9.5B | 62.6% | 1.1 MWh | $23,738 | |
| 3 | Anonymous | 9.4B | 92.1% | 1.0 MWh | $23,525 | |
| 4 | tmk | 5.5B | 87.1% | 605.8 kWh | $13,631 | |
| 5 | Anonymous | 3.5B | 85.1% | 393.5 kWh | $8,853 | |
| 6 | Anonymous | 3.4B | 86% | 375.5 kWh | $8,450 | |
| 7 | Anonymous | 2.5B | 43.3% | 278.5 kWh | $6,267 | |
| 8 | Anonymous | 2.4B | 40.9% | 265.8 kWh | $5,981 | |
| 9 | Anonymous | 2.2B | 53.2% | 243.1 kWh | $5,470 | |
| 10 | Anonymous | 2.2B | 63.3% | 239.7 kWh | $5,394 |
Cost and energy are derived estimates. Service-flagged reports stay marked as unverified; a rank is not an audit or a measure of task quality.
The methodology
How the numbers are calculated.
The adoption snapshot records 324,252 download events and 3,946 GitHub stars. Neither is a count of active customers.
- Downloads & repository interest
- Downloads aggregate crates.io downloads, four npm distribution counters and GitHub release binary downloads. Checksum and signature files and self-update runs are excluded; repeat installs and short-lived environments still count. Stars are the repository’s public star count.
- Community savings
- The global leaderboard totals cover voluntary reports, including entries beyond the visible page. Reports are not independent verification. Estimated costs depend on the model prices used by each ledger.
- The energy assumption
- Reported tokens saved × 0.4 joules ÷ 3,600 = watt-hours. This fixed conversion is an illustrative model, not measured electricity. Real energy depends on model, hardware and the type of inference work avoided.
Your own evidence
Measure your own workflow.
Community reports show what others observed. Use your local measurements and a comparable task to understand the impact in your own work.
lean-ctx gain --jsonInspect recorded context usage on your device. This command does not publish a report or add you to the community table.
Start with LeanCTX
Put context to work.
Set up LeanCTX for your tool and evaluate the difference on a real task.
Local-first. Model-agnostic. Your context.