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Cascade – A bare-metal C++ proxy that cuts LLM API bills by 70%

Cascade – A bare-metal C++ proxy that cuts LLM API bills by 70%

by AmixxM·Jun 24, 2026·2 points·0 comments

AI Analysis

●●SolidBig BrainSolve My Problem

ONNX embeddings predict prompt complexity before routing—LiteLLM does this with rules.

Strengths
  • 4.59ms end-to-end latency for tokenization, ONNX embedding, and ML prediction is genuinely fast
  • Automatic escalation to frontier models when small model fails validation is a smart safety net
  • Open-source core with enterprise upgrade path is transparent about monetization
Weaknesses
  • LLM routing space is crowded—LiteLLM, Portkey, and Helicone all compete here
  • No details on how the embedding complexity model was trained or validated
Target Audience

Engineering teams with significant LLM API spend

Similar To

LiteLLM · Portkey.ai · Helicone

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