State of AI
Ranking framework
A simple scoreboard for what AI is best at today.
One place to compare coding, reasoning, math, vision, technical strength, and public preference.
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Core focus
Know where AI is going and how good it is.
Use clear rankings to compare today’s models, then read simple newsletter context to understand what changed, why it matters, and which AI is worth trying.
Newsletter
Live today
Daily context for the AI wave.
Short, sharp writing that explains new releases, benchmark shifts, and practical model behavior.
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State of AI
Live model rankings.
State of AI turns reported evaluation scores into clear category rankings, then shows the evidence behind each result.
Source-backed rankings
See which model leads each capability, and why.
Every category is built from reported scores. Missing scores are handled fairly, and the original score charts stay visible.
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Capability lenses
Scores translated into human language.
We turn technical evaluations into direct answers about which AI is strongest for the work you actually need done.
Coding
Best LLM in coding
Translate engineering benchmarks into a plain answer: can this model write, repair, and ship working code?
SWE-benchLiveCodeBenchAgentic coding
Reasoning
Best LLM in reasoning
Focus on expert-level reasoning signals instead of technical noise, so you can see which model thinks best under pressure.
GPQAReasoning evalsHard prompts
Math
Best LLM in math
Separate genuine mathematical problem solving from polished explanations, then summarize the result into one understandable score.
AIME-style testsMath evalsStep-by-step rigor
Vision
Best LLM in vision
Measure how well multimodal models understand screenshots, diagrams, tables, charts, and mixed image-plus-text tasks.
MMMUVision reasoningMultimodal understanding
