Deep dives into LLM developments, benchmark analysis, and practical guides.
The narrative around AI has long revolved around compute power. As we enter 2026, a quieter shift is underway. Memory, not chips, is becoming the constraint that defines the next phase.
A data-driven DeepSeek hub that connects benchmarks to provider reality: pricing, speed, and time to first token across hosts.
A MiniMax hub for builders. Understand M1 vs M2 vs M2.1 and compare providers by price, speed, and time to first token.
Claude Opus 4.5 for reasoning, GLM-4.7 for open source dominance, and Gemini 3 Pro for speed. Based on benchmarks + real-world vibes.
We compared 94 model endpoints. The gap between open source and proprietary has shrunk to 5-7 quality index points. GLM-4.7 leads agentic benchmarks.
Twelve months ago, we were debating whether AI could reason. Now we're debating who owns the reasoning. From GPT-5 to DeepSeek, the definitive analysis.
DeepSeek V3.2 hit 96% on AIME 2025. Xiaomi dropped a frontier model. GLM-4.7 claimed the coding crown. Three weeks that proved open weights can match proprietary giants.
OpenAI declared "Code Red" in December 2025. China's 15 open-weight models, the efficiency revolution, and custom silicon converged.
Analysis of 114 models reveals a market in transition: benchmarks saturating, open-weight matching proprietary at 10x lower cost.
The AI arms race explodes in November 2025 with three frontier releases in 12 days. Benchmarks, pricing, and where each model dominates.
Moonshot AI's open-weight MoE takes on OpenAI's proprietary GPT-5.1 update. Architecture, benchmarks, pricing.
A 94-model deep dive covering quality, price, and speed deltas across the 2025 LLM landscape.
Moonshot AI's K2 Thinking lands a 67 on Artificial Analysis, sets agentic records, proves open weights compete on reasoning.
Lessons from Andrej Karpathy: model collapse, low-entropy outputs, and how to push past the slop.
DeepSeek V3.1, Qwen3-235B, GLM-4.6 - performance benchmarks, pricing, and deployment insights.
Z.ai's GLM-4.5 hybrid reasoning vs Moonshot AI's Kimi-K2 1T parameter architecture.
Z.ai's GLM-4.5 vs Alibaba's Qwen3-235B with massive parameter count and FP8 optimization.
New benchmark analyses, model comparisons, and industry reports published weekly.