LLM Benchmarks
(32 articles)Ship Your LLM API on AWS: A 5-Step Guide
Learn how to deploy an LLM API on AWS using Bedrock, SageMaker, or EC2 with vLLM. Includes step-by-step code, GPU selection, autoscaling, and production...
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 runners compare across the metrics that...
ChatGPT Plus Tested: Does $20/Month Still Make Sense?
An honest ChatGPT Plus review for 2026 — we break down benchmarks, features, and pricing to decide if the $20/month subscription still holds up against free...
Qwen3.5 vs Gemma4: 4 Models Tested for Local Coding
We break down benchmarks across all four Qwen3.5 and Gemma4 variants for local agentic coding on a 4090 — speed, code quality, VRAM, and context. One clear...
LLM Benchmarks 2026: 8 Tests and Still No Winner
We compared Claude Opus 4.6, GPT-4o, o3, DeepSeek R1, and Gemini 2.5 Pro across 8 major benchmarks. The result? No single model dominates everything — and that...
Gemini vs ChatGPT: 6 Benchmarks Decide the 2026 Winner
We compared Gemini 2.5 Pro and GPT-4o across benchmarks, pricing, and features. One wins on quality, the other on value — here's the honest breakdown for 2026.
OpenAI vs Anthropic API: Which One Earns Your Money?
A data-driven comparison of OpenAI and Anthropic APIs covering pricing, benchmarks, context windows, developer experience, and ecosystem support to help you...
Ditch the API: 8 Open Source LLMs for Local AI in 2026
We tested the top 8 open source LLMs you can run on your own hardware in 2026 — from the 14B Phi-4 to the 671B DeepSeek V3. Here's what's actually worth your...
GLM-5.1 Hits 95% of Claude's Coding Score, Open Source
Zhipu AI's GLM-5.1 scores 94.6% of Claude Opus 4.6's coding performance in testing. Built on GLM-5's open-source SWE-bench record of 77.8%, here's what this...
DGX Spark vs Mac Studio M3 Ultra: $10K AI Showdown
Both cost $10K. Both run Qwen3.5 397B locally. But a dual DGX Spark setup and a Mac Studio M3 Ultra 256GB deliver wildly different experiences — here's who...
AI Benchmarks Are Broken — This Book Explains Why
A new book by Moritz Hardt argues that benchmark rankings — not scores — are what actually matter. We tested his thesis against every major 2026 AI benchmark.
Krasis vs llama.cpp: Is 10x Faster LLM Inference Real?
Krasis LLM Runtime claims dramatically faster inference than llama.cpp for large MoE models on a single NVIDIA GPU. We break down the real numbers, the...