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KaggleGeneral MLBeginnerRegistration open

ARC Prize 2026 - ARC-AGI-3

A beginner general ml competition requiring roughly 80–220 hours for an end-to-end practice run.

Difficulty
Beginner
Estimated effort
80–220 hours
Registration deadline
Oct 26, 2026
Compute
High compute
OverviewResourcesPreparationSource

Overview

Who this competition fits

Research-level teams interested in fluid intelligence and abstract reasoning tasks, especially people comfortable designing custom solvers and running long Kaggle notebook evaluations.

Read the original official blurb
Create an AI capable of fluid intelligence

Resources

What this competition gives you

Taken from the competition's official page.

  • TutorialARC-AGI-3 full documentation
  • DataPublic games for development and practice
  • BaselineARC-AGI Python interaction toolkit
  • BaselineAgent-building and execution framework
  • Data25 public game files in environment_files
  • TutorialARC-AGI-3 scoring methodology documentation

Preparation

From registration to a first submission

  1. 01

    Python

  2. 02

    Kaggle notebook submission workflow

  3. 03

    abstract reasoning or program-search experience

  4. 04

    custom evaluation debugging

  5. 05

    ability to run long CPU/GPU experiments

Before you commit: The task is a frontier reasoning benchmark with a custom metric, one-submission-per-day cadence, kernel-only submissions, and long runtime limits. Simple supervised baselines are unlikely to teach much without substantial reasoning-system design.

Source

How this page was assembled

Competition information is structured from the official page. Scores are platform estimates for decision support; official rules take precedence.

Official competition page
Kaggle
Last checked
Mar 25, 2026

Entry assessment

est.
10

Prepare before joining

Overall fit estimate

Beginner fit10/100
Learning value84/100

Confirm eligibility and time commitment before moving into formal preparation.

18+ · Location rules

Open official pageSign in to saveOpen guide

Timeline

Registration opens
Mar 25, 2026
Registration deadline
Oct 26, 2026
Submission deadline
Nov 2, 2026
Competition ends
Nov 2, 2026

Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win.

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Source page verifiedMetric confirmedReviewed
Source published
Mar 25, 2026
Source created
Mar 10, 2026
Published on this site
Jul 1, 2026