Benchmark of local LLMs (Qwen 3.6, Gemma 4) vs ChatGPT and Gemini on coding tasks. Apple M5, 32GB. Methodology, raw outputs, judge prompts, scores, and charts.
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Jun 2, 2026 - Jupyter Notebook
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coding-benchmark
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AI Benchmark 知识库 — 全面收录各大 AI 公司用来测试模型性能的 Benchmark 题库完整集合
benchmark knowledge-base model-evaluation reasoning multimodal ai-benchmarks instruction-following llm long-context safety-evaluation ai-performance math-reasoning coding-benchmark benchmark-collection eval-frameworks
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Apr 16, 2026
Saotri Bench — coding benchmark for evaluating LLM agents on multi-phase programming tasks with hidden requirements.
python benchmark machine-learning code-generation evaluation-framework ai-agents llm llm-evaluation agent-evaluation coding-benchmark
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Feb 21, 2026 - Python
Raw logs of Claude Code running on local Qwen3.5-27B (llama.cpp). Builds a Python todo app with 50 tests. Real-world performance data: 30 min, cache thrashing, 38 t/s generation.
reproducible-research wsl performance-analysis unit-tests python-todo edge-ai ai-tools ai-agent llm llama-cpp local-llm local-ai qwen ai-productivity opensource-ai ai-benchmark claude-code agentic-coding privacy-focused-ai coding-benchmark
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Apr 14, 2026 - Python
面向 AI IDE / 编码 Agent 的编程能力基准测试框架,内置防背题三防线:公私用例分离、泛化差距检测、参数化生成
python benchmark ai sandbox evaluation code-generation ai-agents anti-cheating llm ai-ide llm-evaluation coding-benchmark
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Jun 6, 2026 - Python
Open benchmark harness for latest major AI models on general reasoning, coding, tool use, and long-context tasks.
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Jun 16, 2026 - Python
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