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⚡ LLM Routing Benchmarks

SentioGate Live Dashboard License: Apache-2.0

This repository includes a small synthetic demonstration; it does not measure live TTFT, provider throughput, or fallback behaviour. See the live dashboard for current metrics.

Maintained by the SentioGate engineering team.


🔬 Synthetic demonstration

benchmark_runner.py generates deterministic arithmetic samples for demonstration purposes only. It makes no network requests and does not measure provider latency, routing overhead, or fallback behaviour; its numbers only illustrate the report format and are not SentioGate or competitor measurements. The live dashboard is separate from this local synthetic script.


🏃 Running the Benchmarks Locally

Prerequisites

  • Python 3.10+
  • No API keys or network access needed (the script is fully offline)
git clone https://github.com/SentioGate/llm-routing-benchmarks.git
cd llm-routing-benchmarks
pip install -r requirements.txt

# Run the synthetic demonstration (1-10000 samples)
python benchmark_runner.py --iterations 50

📈 Live Interactive Metrics

For the live dashboard, visit: 👉 https://sentiogate.app/benchmarks

📚 Related Resources

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Open TTFT, Throughput, and Hot-Failover Benchmarks for LLM Routing

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