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SuperChem

Progress Over Time

Interactive timeline showing model performance evolution on SuperChem

State-of-the-art frontier
Open
Proprietary

SuperChem Leaderboard

5 models
ContextCostLicense
1770B——
2
ByteDance
ByteDance
———
3———
4
Tencent
Tencent
295B262K$0.14 / $0.58
5
ByteDance
ByteDance
—256K$0.10 / $0.40
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About this benchmark

What is SuperChem?

SuperChem is a benchmark of advanced chemistry problems requiring expert-level domain knowledge and reasoning.

SuperChem is a text benchmark evaluating models on knowledge, reasoning, and chemistry tasks. LLM Stats tracks 5 models on this benchmark, scored on a 0–1 scale. The current average is 0.5, with the leader at 0.7.

Compare leaders on the best AI for knowledge, best AI for reasoning and best AI for chemistry leaderboards.

Current leaders

Hy4 preview from Tencent currently leads the SuperChem leaderboard with a score of 0.664 across 5 evaluated AI models.

1Hy4 previewTencent66.4%
2Seed 2.1 ProByteDance59.8%
3Seed 2.1 TurboByteDance56.6%

FAQ

Common questions about the SuperChem benchmark and leaderboard.

What is the SuperChem benchmark?

SuperChem is a benchmark of advanced chemistry problems requiring expert-level domain knowledge and reasoning.

What is the SuperChem leaderboard?

The SuperChem leaderboard ranks 5 AI models based on their performance on this benchmark. Currently, Hy4 preview by Tencent leads with a score of 0.664. The average score across all models is 0.508.

What is the highest SuperChem score?

The highest SuperChem score is 0.664, achieved by Hy4 preview from Tencent.

How many models are evaluated on SuperChem?

5 models have been evaluated on the SuperChem benchmark, with 0 verified results and 5 self-reported results.

What categories does SuperChem cover?

SuperChem is categorized under knowledge, reasoning, and chemistry. The benchmark evaluates text models.

What is the best open-source model on SuperChem?

Hy4 preview by Tencent is the top-ranked open-source model on SuperChem, with a score of 0.664 (rank #1).

How recent are the SuperChem leaderboard results?

The SuperChem leaderboard was last updated in November 2026 and currently includes 5 evaluated models.