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pleasedodisturb/awesome-llm-token-optimization
A curated list of strategies, tools, papers, and resources for reducing LLM token costs and improving efficiency in production.
★ 112
Stars
39 forks · 3 open issues
+6.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
26.6
Momentum / 100
see the breakdown below
6mo ago
Created
last push 13d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 5.1 | +6.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 1.4 | last week ran 1.09× the monthly pace |
| Freshness | 15 | 14.1 | last push 13d ago; decays to zero at 180 days |
| Scale | 15 | 6.0 | 112 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 26.6 | sum of the above |
Detail
| Topics | aiawesomeawesome-listclaudecontext-windowcost-optimizationgenerative-aiinference-optimizationkv-cachelarge-language-modelsllmllm-costmachine-learningmodel-routingopenaiprompt-cachingprompt-compressionprompt-engineeringtoken-efficiencytoken-optimization |
| Matched on | LLM & Inference (large-language-models) |
| Short window | +6 stars over 7 days = 0.9/day |
| Long window | +11 stars over 14 days = 0.8/day |
| Lifetime average | 0.55 stars/day over 204 days |
| First seen here | 2026-10-22 |
| Last read | 2d ago |