Multi-Challenge

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About

MultiChallenge is a pioneering benchmark evaluating large language models on conducting realistic multi-turn conversations with human users. It features authentic conversation scenarios that test models' ability to maintain coherent dialogue, understand context across multiple exchanges, and provide helpful responses in complex conversational situations.

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Evaluation Stats
Total Models7
Organizations2
Verified Results0
Self-Reported7
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Benchmark Details
Max Score1
Language
en
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Performance Overview
Score distribution and top performers

Score Distribution

7 models
Top Score
54.1%
Average Score
40.1%
High Performers (80%+)
0

Top Organizations

#1Moonshot AI
2 models
54.1%
#2OpenAI
5 models
34.6%
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Leaderboard
7 models ranked by performance on Multi-Challenge
LicenseLinks
Sep 5, 2025
MIT
54.1%
Jul 11, 2025
MIT
54.1%
Feb 27, 2025
Proprietary
43.8%
Jan 30, 2025
Proprietary
39.9%
Apr 14, 2025
Proprietary
38.3%
Apr 14, 2025
Proprietary
35.8%
Apr 14, 2025
Proprietary
15.0%
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Resources