Community Savings
0
tokens saved
↑ +48K/s
94.2% average savings rate · $0 cost saved · 12ms latency
△ Token Savings
0%
1.6× better than compression
⟐ Output Quality
0%
Recall@5 on benchmark suite
⏱ Optimize Latency
0ms
Rust engine, budget=8K tokens
🗂 Languages
0
Skeleton extraction support
✓ Test Suite
0 + 0
Rust + Python tests passing
Token Savings — Same Workload, Head-to-Head
Kolmogorov Entropy
Submodular IOS
Multi-Resolution TPSE
PRISM RL Feedback
Rust Data Plane
EGSC Cache
Reduce prompt tokens locally.
Measure quality honestly.
One command. Zero config. Information-theoretic selection with benchmarked retention, proxy headers, and local no-LLM measurement.