llama-benchy - llama-bench style benchmarking tool for all backends
Benchmarks | EXO
Transparent benchmarks for LLMs tested on real hardware. Coming soon.
Wolfram LLM Benchmarking Project
Results from Wolfram's ongoing tracking of LLM performance. The benchmark is based on a Wolfram Language code generation task.
Llama 4: How to Run & Fine-tune | Unsloth Documentation
How to run Llama 4 locally using our dynamic GGUFs which recovers accuracy compared to standard quantization.
Best LLM for Coding 2026 | AI Coding Model Rankings & Benchmarks
Which AI model writes the best code? We rank every major LLM — open and closed source — across SWE-bench, HumanEval, LiveCodeBench, and Terminal-Bench coding benchmarks. Compare the best LLMs for coding, software engineering, and programming.
Performance Explorer — oMLX
Compare model performance across context lengths with community benchmark data.
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities
Recent large language models (LLMs) advancements sparked a growing research interest in tool assisted LLMs solving real-world challenges…
Speed Comparison - Programming Languages
Benchmarks run on GitHub Actions. Results may vary based on runner hardware.
llama.cpp/tools/server at master · ggml-org/llama.cpp
LLM inference in C/C++. Contribute to ggml-org/llama.cpp development by creating an account on GitHub.
Cross-Harness Agentic Memory
Supermemory built a ~99% benchmark ensemble to prove the benchmarks are gameable.Letta scored 74% on LoCoMo with just a filesystem. No vector DB, no graph.
apple-silicon-llm-bench/results/complete_results.html at main · AlexHiesch/apple-silicon-llm-bench
Systematic LLM inference benchmark for Apple Silicon: 8 backends, 7 models, 791 measurements - AlexHiesch/apple-silicon-llm-bench
I just rewrote llama.cpp server in Rust (most of it at least), and made it scalable
497 votes, 46 comments. Long story short, I rewrote most of the llama-server, made it scalable, and bundled that into Paddler. Initially, the project…
Model Performance Evaluation to SubQ 1.1 Small Preview Performance Evaluation | Appen
A third-party benchmark assessment of Subquadratic's preview models, conducted by Appen across long-context retrieval, code generation, business-workflow automation, and graduate-level reasoning benchmarks.