LLM Benchmarks
(32 articles)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 consumer GPU — outperforming Claude...
ROCm 7 vs Vulkan on Mi50: 4-Model Benchmark Results
New benchmarks pit ROCm 7 nightly against Vulkan on an AMD Mi50 32GB running llama.cpp. Vulkan wins short-context dense inference, but ROCm dominates...
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 thinking. The gap between accuracy and...
6 Best Uncensored GGUF Models to Run Locally in 2026
The Qwen3.5-9B uncensored GGUF scene just got interesting. We ranked the top distilled, uncensored models you can actually run on consumer hardware — no cloud,...
OpenAI Splits GPT-5.4 Into Mini & Nano: The Speed vs. Smarts Breakdown
OpenAI's new GPT-5.4 mini and nano are purpose-built for speed, cost efficiency, and high-volume workloads—not just scaled-down GPT-5.4. Here's who should use...
NousCoder-14B vs Claude Code: Open-Source Coding Model Benchmark Showdown
Nous Research's NousCoder-14B benchmark score hits 67.87% on LiveCodeBench v6 — beating every open-source rival at its weight class. Here's how it stacks up...
Nvidia Nemotron Super 3 122B License Update: Rug-Pull Clauses Removed
Nvidia stripped restrictive guardrail termination clauses from the Nemotron Super 3 122B license. Here's exactly what changed, why it matters for production...
Qwen3.5-9B Crushes GPT on Documents—But Has a Glaring Weak Spot
Benchmark data shows Qwen3.5-9B beats frontier models on OCR and field extraction, yet stumbles badly on tables. Here's the honest breakdown.