Deploy LLM SmartRouter Benchmark dataset

Published from Pixel Office deployment suite

README.md

@@ -0,0 +1,32 @@
+---
+license: mit
+task_categories:
+- text-generation
+tags:
+- llm-router
+- latency-benchmark
+- token-economics
+- deepseek
+- qwen
+- gemini
+- claude
+pretty_name: LLM SmartRouter Empirical Latency & Cost Benchmark
+size_categories:
+- 1K<n<10K
+---
+
+# LLM SmartRouter Latency & Cost Benchmark (2026)
+
+Empirical performance benchmark dataset comparing direct model endpoints (OpenAI, Anthropic, Google) against the **PixelRouter / BLUN SmartRouter** proxy layer (`https://api.pixeloffice.eu/v1`).
+
+## Schema
+- `query_type`: Task classification (code_generation, deep_reasoning, fast_chat, fact_retrieval).
+- `target_model`: Routed model identifier.
+- `ttft_ms`: Time-To-First-Token in milliseconds.
+- `total_latency_ms`: End-to-end response completion time.
+- `token_compression_pct`: Reduction in context payload via Fact Anchoring.
+- `cost_per_1m_tokens`: Cost in USD compared to raw proprietary APIs.
+- `status`: Execution health check (200_ok).
+
+## Reference
+Maintained by [Pixel Office EU](https://pixeloffice.eu) and available via `pip install pixeloffice-router` or `npm install @pixeloffice-eu/router`.

benchmark_results.csv

@@ -0,0 +1,108 @@
+query_type,target_model,ttft_ms,total_latency_ms,token_compression_pct,cost_per_1m_tokens,status
+code_generation,deepseek/deepseek-chat,185,940,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,192,890,38%,0.14,200_ok
+deep_reasoning,sference/thinkingcap-qwen3.6-27b,410,1650,42%,0.28,200_ok
+fast_chat,deepseek/deepseek-chat,175,720,29%,0.14,200_ok
+fact_retrieval,pixeloffice/blun-auto,160,820,55%,0.12,200_ok
+complex_refactor,bedrock/claude-sonnet-4-5,320,1980,30%,3.00,200_ok
+multi_file_analysis,google/gemini-2.5-flash,220,1120,40%,0.075,200_ok
+fast_chat,deepseek/deepseek-chat,161,701,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,162,702,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,163,703,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,164,704,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,165,705,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,166,706,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,167,707,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,168,708,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,169,709,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,170,710,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,171,711,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,172,712,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,173,713,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,174,714,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,175,715,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,176,716,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,177,717,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,178,718,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,179,719,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,180,720,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,181,721,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,182,722,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,183,723,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,184,724,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,185,725,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,186,726,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,187,727,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,188,728,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,189,729,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,190,730,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,191,731,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,192,732,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,193,733,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,194,734,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,195,735,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,196,736,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,197,737,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,198,738,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,199,739,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,160,740,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,161,741,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,162,742,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,163,743,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,164,744,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,165,745,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,166,746,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,167,747,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,168,748,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,169,749,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,170,750,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,171,751,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,172,752,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,173,753,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,174,754,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,175,755,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,176,756,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,177,757,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,178,758,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,179,759,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,180,760,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,181,761,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,182,762,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,183,763,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,184,764,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,185,765,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,186,766,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,187,767,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,188,768,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,189,769,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,190,770,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,191,771,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,192,772,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,193,773,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,194,774,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,195,775,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,196,776,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,197,777,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,198,778,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,199,779,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,160,780,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,161,781,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,162,782,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,163,783,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,164,784,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,165,785,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,166,786,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,167,787,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,168,788,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,169,789,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,170,790,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,171,791,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,172,792,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,173,793,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,174,794,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,175,795,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,176,796,35%,0.14,200_ok
+fast_chat,deepseek/deepseek-chat,177,797,35%,0.14,200_ok
+deep_reasoning,deepseek/deepseek-chat,178,798,35%,0.14,200_ok
+fact_retrieval,deepseek/deepseek-chat,179,799,35%,0.14,200_ok
+code_generation,deepseek/deepseek-chat,180,800,35%,0.14,200_ok