Canonical model records

Models

The scoring unit is a named release, or an explicit internal/unreleased system when a lab has not named the model. See also families.

• AlphaFold 3

  Google DeepMind · AlphaFold
  10.77

  +10.77
• RFdiffusion

  University of Washington Institute for Protein Design · RoseTTAFold
  8.45

  +8.45
• AIFS

  European Centre for Medium-Range Weather Forecasts · AIFS
  3.68

  +3.68
• PaLM 2

  Google DeepMind · PaLM
  3.54

  +3.54
• AlphaGeometry

  Google DeepMind · AlphaGeometry
  2.77

  +2.77
• AlphaMissense

  Google DeepMind · AlphaFold
  2.65

  +2.65
• GraphCast

  Google DeepMind · GraphCast
  2.65

  +2.65
• ChatGPT

  OpenAI · GPT
  2.47

  +2.68
• GenCast

  Google DeepMind · GraphCast
  2.46

  +2.46
• OpenAI Codex

  OpenAI · Codex
  2.45

  +2.45
• GNoME

  Google DeepMind · GNoME
  2.38

  +2.38
• AlphaChip

  Google DeepMind · AlphaChip
  2.31

  +2.31
• Waymo Driver

  Waymo · Waymo Driver
  2.16

  +2.16
• ESM3

  EvolutionaryScale · ESM
  2.06

  +2.06
• Google Flood Forecasting Model

  Google · NeuralHydrology
  2.00

  +2.00
• OpenAI Internal Research System — 2026-09

  OpenAI · GPT-6

  Internal / unreleased
  2.00

  +2.00
• AlphaGenome

  Google DeepMind · AlphaGenome
  1.98

  +1.98
• RoseTTAFold All-Atom

  University of Washington Institute for Protein Design · RoseTTAFold
  1.94

  +1.94
• MatterGen

  Microsoft · MatterGen
  1.74

  +1.74
• Pangu-Weather

  Huawei · Pangu
  1.73

  +1.73
• Evo

  Arc Institute · Evo
  1.67

  +1.67
• Profluent Protein Language Model

  Profluent · Profluent PLM
  1.67

  +1.67
• Aurora

  Microsoft · Aurora
  1.64

  +1.64
• NeuralGCM

  Google DeepMind · NeuralGCM
  1.56

  +1.56
• AlphaProof

  Google DeepMind · AlphaProof
  1.39

  +1.39
• Claude 3.7 Sonnet

  Anthropic · Claude
  1.37

  +1.37
• AlphaProteo

  Google DeepMind · AlphaProteo
  1.22

  +1.22
• codex-1

  OpenAI · Codex
  1.11

  +1.11
• AlphaDev

  Google DeepMind · AlphaZero
  0.96

  +0.96
• BindCraft

  EPFL · BindCraft
  0.89

  +0.89
• Gemini

  Google DeepMind · Gemini
  0.88

  +0.88
• Gemini Deep Think

  Google DeepMind · Gemini
  0.79

  +0.79
• OpenAI Internal Research Model — 2025-07

  OpenAI · OpenAI reasoning models

  Internal / unreleased
  0.74

  +0.74
• GPT-5.6 Sol

  OpenAI · GPT-5.6
  0.68

  +0.68
• GPT-6 Astra

  OpenAI · GPT-6
  0.60

  +0.60
• AlphaGeometry 2

  Google DeepMind · AlphaGeometry
  0.59

  +0.59
• Pharma.AI Internal Research Model

  Insilico Medicine · Pharma.AI

  Internal / unreleased
  0.58

  +0.58
• Boltz-1

  Massachusetts Institute of Technology · Boltz
  0.52

  +0.52
• AlphaFold 2

  Google DeepMind · AlphaFold
  0.51

  +0.51
• Claude

  Anthropic · Claude

  Version unspecified
  0.42

  +0.42
• GPT-4

  OpenAI · GPT
  0.40

  +0.40
• Literature NLP Recipe Model

  Lawrence Berkeley National Laboratory · Materials NLP
  0.37

  +0.37
• Chemprop Ensemble Internal Research Model

  Massachusetts Institute of Technology · Chemprop

  Internal / unreleased
  0.35

  +0.35
• AMIE

  Google DeepMind · Gemini/PaLM medical
  0.29

  +0.29
• Chai-1

  Chai Discovery · Chai
  0.28

  +0.28
• Evo 2

  Arc Institute · Evo
  0.24

  +0.24
• WeatherNext 2

  Google DeepMind · GraphCast
  0.24

  +0.24
• AlphaEarth Foundations

  Google DeepMind · AlphaEarth
  0.16

  +0.16
• Ganeshram–Duruisseaux–Anandkumar PINN

  California Institute of Technology · PINN
  0.12

  +0.12
• Chemprop-style Internal Research Model

  Massachusetts Institute of Technology · Chemprop

  Internal / unreleased
  0.08

  +0.08
• Green Light Traffic Model

  Google · Google Maps models
  0.07

  +0.07
• Gemini 2.0

  Google DeepMind · Gemini
  0.04

  +0.04
• Air Canada Website Chatbot

  Air Canada · Unknown commercial chatbot
  -0.11

  0.00
• Tessa

  National Eating Disorders Association · Cass chatbot
  -0.12

  0.00
• Grok

  xAI · Grok
  -0.24

  0.00
• ElevenLabs Voice Model

  ElevenLabs · ElevenLabs
  -0.61

  0.00
• Unknown Deepfake System

  Unknown · Unknown generative media models
  -0.84

  0.00
• nH Predict

  UnitedHealth Group · nH Predict
  -1.26

  0.00
• Character.AI Dialogue Model

  Character.AI · Character.AI
  -1.54

  0.00
• Cruise ADS

  Cruise · Cruise autonomous driving system
  -3.08

  0.00