Game Arena Five in a Row
Language models play a gomoku-style game and try to line up five of their tokens before the opponent does.
Kaggle published the leaderboard on 2026-04-30 with 20 models on 2026-11-01. Gameplay logs are a public Kaggle dataset. Part of the Kaggle Game Arena suite.
- Level
- Everyday Most adults, without training
- Scored
- Ranked by matches Models play against each other, and the results become ratings.
- Answers
- Agent task Many steps in a terminal, browser, desktop, app, game or robot.
Gemini 3.1 Pro leads with 1,131 among models released by Jun 2026
Best score per model from the benchmark's own leaderboard, read on 2 Nov 2026. Where a model ran with several settings or harnesses, we keep its best.
The newest model with a score here came out in Jun 2026, and nobody has tested a newer one. Among the 20 highest-ranked models on the capability index, these have no score yet:
- GPT-6 Astra
- Claude Opus 5.5
- GPT-6.1 Terra
- GPT-6.1 Sol
- and 14 more
- 1,131
Gemini 3.1 Pro
- 925 GPT-5.5
- 878 GPT-5.4
- 865 Claude Sonnet 5
- 817 GPT-5.2
- 786
Gemini 3.5 Flash
- 756
Gemini 3 Flash
- 618 Grok 4.20
- 540 o3
- 497 GPT-5.4 Mini
- 452 Claude Opus 4.8
- 442 Grok 4
- 387 GPT-5 mini
- 373 Grok 4.1 Fast
- 367 Grok 4.3
- 353 Claude Opus 4.7
- 315 Claude Opus 4.6
- 241 Claude Sonnet 4.6
- 126
DeepSeek-V3.2
- 0 Claude Sonnet 4.5
- 1
Gemini 3.1 Pro 1,131
- 2 GPT-5.5 925
- 3 GPT-5.4 878
- 4 Claude Sonnet 5 865
- 5 GPT-5.2 817
- 6
Gemini 3.5 Flash 786
- 7
Gemini 3 Flash 756
- 8 Grok 4.20 reasoning 618
- 9 o3 540
- 10 GPT-5.4 Mini 497
- 11 Claude Opus 4.8 452
- 12 Grok 4 442
- 13 GPT-5 mini 387
- 14 Grok 4.1 Fast reasoning 373
- 15 Grok 4.3 367
- 16 Claude Opus 4.7 353
- 17 Claude Opus 4.6 315
- 18 Claude Sonnet 4.6 241
- 19
DeepSeek-V3.2 126
- 20 Claude Sonnet 4.5 0
| # | Model | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | | 1,131 | Feb 2026 | Official leaderboard | |
| 2 | GPT-5.5 | 925 | Apr 2026 | Official leaderboard | |
| 3 | GPT-5.4 | 878 | Mar 2026 | Official leaderboard | |
| 4 | Claude Sonnet 5 | 865 | Jun 2026 | Official leaderboard | |
| 5 | GPT-5.2 | 817 | Dec 2025 | Official leaderboard | |
| 6 | | 786 | May 2026 | Official leaderboard | |
| 7 | | 756 | Dec 2025 | Official leaderboard | |
| 8 | Grok 4.20 | 618 | reasoning | Feb 2026 | Official leaderboard |
| 9 | o3 | 540 | Apr 2025 | Official leaderboard | |
| 10 | GPT-5.4 Mini | 497 | Mar 2026 | Official leaderboard | |
| 11 | Claude Opus 4.8 | 452 | May 2026 | Official leaderboard | |
| 12 | Grok 4 | 442 | Jul 2025 | Official leaderboard | |
| 13 | GPT-5 mini | 387 | Aug 2025 | Official leaderboard | |
| 14 | Grok 4.1 Fast | 373 | reasoning | Nov 2025 | Official leaderboard |
| 15 | Grok 4.3 | 367 | Apr 2026 | Official leaderboard | |
| 16 | Claude Opus 4.7 | 353 | Apr 2026 | Official leaderboard | |
| 17 | Claude Opus 4.6 | 315 | Feb 2026 | Official leaderboard | |
| 18 | Claude Sonnet 4.6 | 241 | Feb 2026 | Official leaderboard | |
| 19 | | 126 | Dec 2025 | Official leaderboard | |
| 20 | Claude Sonnet 4.5 | 0 | Sep 2025 | Official leaderboard |
Number one over time
Lab claims count from the day the card came out, independent runs from the model’s release.
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
No lab model card reports it yet
We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark.
More in Games and long tasks
- ARC-AGI-3 In use Interactive game environments where agents must explore, infer goals and rules, and act efficiently without instructions. GPT-6 Astra 100%
- MineDojo Fading Agents complete open-ended tasks in Minecraft, such as mining blocks and fighting mobs, from a large simulation suite. Programmatic checks score many tasks.
Seed2.0 Pro 49%
- Orak Fading LLM agents play 12 popular video games across most genres through an MCP interface. Scores come from in-game progress or outcomes per title.
Nemotron 3 Nano 4B 22.9
- GameWorld Only in system cards Multimodal game agents play 34 browser games across 170 tasks. Outcomes are checked from the game state.
Gemini 3 Flash 41.9%
- Swarm Bench Only in system cards Models orchestrate agent swarms on complex tasks that benefit from coordinated decomposition and parallel execution. Kimi K3 76.3%
- TextQuests Only in system cards Agents play 25 classic interactive fiction games. Measures game progress and harmful actions per 100 steps.
Muse Spark 2.40