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LatchBio SingleCellBench

Progress Over Time

Interactive timeline showing model performance evolution on LatchBio SingleCellBench

State-of-the-art frontier
Open
Proprietary

LatchBio SingleCellBench Leaderboard

3 models
ContextCostLicense
1—1.0M$4.00 / $20.00
2—1.0M$2.00 / $10.00
3
Anthropic
Anthropic
—1.0M$0.10 / $0.50
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About this benchmark

What is LatchBio SingleCellBench?

LatchBio SingleCellBench tests analysis of single-cell RNA sequencing data across problems spanning standard workflows such as labeling cell types, finding differentially expressed genes, and correcting batch effects.

LatchBio SingleCellBench is a text benchmark evaluating models on science, agents, and biology tasks. LLM Stats tracks 3 models on this benchmark, scored on a 0–1 scale. The current average is 0.6, with the leader at 0.6.

Compare leaders on the best AI for science, best AI for agents and best AI for biology leaderboards.

Current leaders

Claude Opus 5.5 from Anthropic currently leads the LatchBio SingleCellBench leaderboard with a score of 0.612 across 3 evaluated AI models.

1Claude Opus 5.5Anthropic61.2%
2Claude Sonnet 5.5Anthropic59.1%
3Claude Haiku 5.5Anthropic56.2%

FAQ

Common questions about the LatchBio SingleCellBench benchmark and leaderboard.

What is the LatchBio SingleCellBench benchmark?

LatchBio SingleCellBench tests analysis of single-cell RNA sequencing data across problems spanning standard workflows such as labeling cell types, finding differentially expressed genes, and correcting batch effects.

What is the LatchBio SingleCellBench leaderboard?

The LatchBio SingleCellBench leaderboard ranks 3 AI models based on their performance on this benchmark. Currently, Claude Opus 5.5 by Anthropic leads with a score of 0.612. The average score across all models is 0.588.

What is the highest LatchBio SingleCellBench score?

The highest LatchBio SingleCellBench score is 0.612, achieved by Claude Opus 5.5 from Anthropic.

How many models are evaluated on LatchBio SingleCellBench?

3 models have been evaluated on the LatchBio SingleCellBench benchmark, with 0 verified results and 3 self-reported results.

What categories does LatchBio SingleCellBench cover?

LatchBio SingleCellBench is categorized under science, agents, and biology. The benchmark evaluates text models.

What's the difference between LatchBio SingleCellBench and LatchBio Capabilities v1.0?

LatchBio SingleCellBench is a variant of LatchBio Capabilities v1.0. See the LatchBio Capabilities v1.0 leaderboard for the broader benchmark and per-model comparison.

Which model offers the best value on LatchBio SingleCellBench?

Among models scoring within 10% of the leader, Claude Haiku 5.5 from Anthropic is the cheapest, at $0.10 per million input tokens with a score of 0.562.

How recent are the LatchBio SingleCellBench leaderboard results?

The LatchBio SingleCellBench leaderboard was last updated in October 2026 and currently includes 3 evaluated models.