Signals

Gemini 3 Pro has reached 1490 ELO on LMArena, surpassing Claude Opus 4.5 and GPT-5.1 to claim the top position in human preference rankings.

NVIDIA's B200 Blackwell GPUs are shipping to hyperscalers, promising 2.5x performance gains over H100 for AI training workloads.

CoreWeave is the only cloud provider to achieve Platinum tier in SemiAnalysis ClusterMAX 2.0 rankings, citing exceptional GPU availability and performance.

vLLM has become the de facto standard for LLM inference, with major cloud providers and inference platforms adopting it for production deployments.

DeepSeek R1 has emerged as the leading open-source model for mathematical reasoning, outperforming many closed-source alternatives on MATH and GSM8K benchmarks.

AMD's MI300X is seeing increased adoption as enterprises seek alternatives to NVIDIA's supply-constrained GPUs, with 192GB memory enabling larger model deployments.

LangGraph has matured into a production-ready framework for complex agent orchestration, with ThoughtWorks recommending 'Adopt' status in their Technology Radar.

NVIDIA H200's 141GB HBM3e memory requires updated CUDA drivers and framework versions. Teams should verify compatibility before migration from H100.

Claude Code has emerged as the most adopted AI coding agent, with developers citing superior code understanding, autonomous task completion, and seamless IDE integration as key differentiators.

Enterprise teams are increasingly adopting multi-agent frameworks like CrewAI and AutoGen for complex workflows, moving beyond single-agent implementations to orchestrated agent teams.