Benchmarks
AI model benchmark results and analysis — 6 articles
Homebench: The Local LLM Benchmark Tool Worth Your Time
Homebench measures speed, memory, and quality for local LLMs on your own hardware. Here's what the numbers actually...
llama.cpp vs Ollama vs LM Studio: GPU Speed Tested
Tokens per second across three popular local LLM runtimes. The winner isn't who you'd expect, and the gap is smaller...
Ollama vs LM Studio vs llama.cpp: 5 Speed Tests Ranked
llama.cpp beats Ollama by 8–15% in raw token generation, but speed isn't everything. Here's how all three local LLM...
Why Frontier AI Benchmarks Are Broken in 2026
A new book by Moritz Hardt argues that benchmark rankings — not scores — are what actually matter. We tested his thesis...
A $500 GPU Just Beat Claude Sonnet at Coding Tasks
ATLAS, a source-available AI system built by a Virginia Tech student, scores 74.6% on LiveCodeBench using a single $500...
CRYSTAL Benchmark Exposes How AI Models Fake Reasoning
A new benchmark tested 20 multimodal AI models and found 19 of them cherry-pick reasoning steps while skipping actual...