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AI vs humans: the scoreboard

Milestone by milestone, where machines have pulled ahead, where they have caught up, and where people still win.

7AI is ahead
6AI is level
5Humans are ahead

AI is ahead

AI beats the best humans in the world.

1997
Chess

IBM's Deep Blue beat world champion Garry Kasparov. Today's engines are far beyond any human.

2011
Jeopardy!

IBM's Watson beat the show's two greatest champions.

2016
Go

DeepMind's AlphaGo beat Lee Sedol, a feat experts expected to be a decade away.

2019
Poker

Pluribus beat elite professionals at six-player no-limit Texas hold'em, a game of hidden information and bluffing.

2019
Dota 2

OpenAI Five beat OG, the reigning world champion team, in a complex real-time team strategy game.

2020
Protein structure

DeepMind's AlphaFold predicted 3D protein shapes with near-lab accuracy, earning a share of the 2024 Nobel Prize in Chemistry.

2025
Competitive programming

At the ICPC World Finals, an OpenAI system solved all 12 problems, a result no human team matched.

AI is level

AI performs at expert or skilled-human level, but not clearly above the best.

2015
Image recognition

Microsoft's system beat the estimated human error rate on the ImageNet photo-labeling benchmark.

2017
Conversational speech recognition

Microsoft reported transcription accuracy matching professional human transcribers on a standard benchmark.

2019
StarCraft II

DeepMind's AlphaStar reached Grandmaster, ranking above 99.8% of active players.

2023
Bar exam

GPT-4 earned a passing score on the US Uniform Bar Exam.

2025
Math Olympiad

Systems from Google DeepMind and OpenAI scored at gold-medal level at the International Mathematical Olympiad.

2026
Abstract reasoning puzzles (ARC-AGI-2)

Top AI systems now beat the average human tester on puzzles designed to resist memorization.

Humans are ahead

Areas where people still clearly outperform AI.

2026
Brand-new reasoning games (ARC-AGI-3)

Launched in March 2026; humans solve it readily while the best AI systems fall far short.

2026
Expert-level exam questions

On Humanity's Last Exam, built from questions that stump specialists, top AI gets roughly half to about 60% right.

2026
Long, open-ended work

AI agents handle tasks lasting hours, but still struggle with projects that take a person weeks.

2026
Driving anywhere

Robotaxis run without drivers in selected cities, but not on every road and in every condition a human can handle.

2026
Everyday physical chores

Folding laundry or tidying a strange kitchen remains hard for robots. See sirobot.us for where they stand.

The year is when the milestone was reached or, for "Humans are ahead", when the status was last checked. Benchmark scores are reported inconsistently, so we use these three categories rather than precise percentages. Last reviewed October 2026.