Practical deep-dives into the AI models powering the next generation of products. No hype — just benchmarks and real-world analysis.
We put both models through 200+ coding tasks across Python, TypeScript, and Rust to find the real winner for software engineers.
Guide • 7 Min ReadA ranked list of the best open-source models you can self-host for zero API costs — including hardware requirements and setup guides.
Tutorial • 5 Min ReadA practical decision framework covering cost, context window, modality, latency, and data privacy — so you never pick the wrong model again.
Explainer • 5 Min ReadWhat is a context window, why does its size matter, and how does a 1-million-token window change the way you build AI-powered apps?
Deep Dive • 8 Min ReadInfrastructure costs, privacy trade-offs, capability parity, and when each approach wins. A no-nonsense breakdown for enterprise architects.
Roundup • 6 Min ReadFrom Flux.1 to Midjourney v7 and Stable Diffusion 3.5 — a comprehensive look at today's top image generation models with sample outputs.
Review • 7 Min ReadDeepSeek V3 made headlines with benchmark results that rivalled GPT-4 at a fraction of the training cost. We tested it ourselves to find out if the hype is real.
Tutorial • 6 Min ReadA step-by-step comparison of the two most popular tools for running LLMs on your own hardware — and which one you should use for your workflow.
Analysis • 7 Min ReadNow that models support 1M+ token context, is Retrieval-Augmented Generation still necessary? We break down the real trade-offs.
Benchmark Guide • 5 Min Reado3, Gemini 2.0 Flash Thinking, DeepSeek-R2 — we rank the top reasoning models using MATH-500 and GPQA benchmarks, with real-world test cases.
Finance Guide • 5 Min ReadAvoid surprise bills. A practical calculator guide for estimating monthly token costs across GPT-4o, Claude, and Gemini for real production workloads.
Roundup • 5 Min ReadWhich LLM writes the most natural, SEO-optimised long-form content? We tested Claude, GPT-4o, and Gemini head-to-head on real content tasks.
Review • 6 Min ReadLlama 4 Scout brought a 10M-token context window to the open-source world. Here's a thorough developer review of its capabilities, limitations, and best use cases.
Business Guide • 6 Min ReadFrom automating customer support to writing financial reports — a practical roadmap for integrating LLMs into your business operations without breaking the bank.
Beginner Guide • 8 Min ReadNew to AI? This non-technical explainer covers what foundation models are, how LLMs work, and how to start using them for real projects — no PhD required.