LatchBio

Can AI Agents Evaluate Vaccines and Treatments for Respiratory Viruses?

We gave AI models 64 questions spanning viral biology, immunity, and the evidence behind vaccines and treatments.

7 hrs ago • Harmon Bhasin, Gage Moreno, and Evan Seeyave

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BioSecBench-Structure: Can AI Agents Analyze Molecular Structures?

We gave 20 AI models 58 structural biology tasks on pathogen targets

Nov 12 • Dianzhuo Wang and Qian Xu

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Tissue-MicroscopyBench: understanding how well AI agents work with real tissue images

LLMs struggle to convert perception to evidence across 49 verifiable tasks related to 3D imaging, anatomical structure, and more

Nov 11 • Ian Ferenc Diks and Sahiti Marella

72

NeuroscienceBench: understanding AI agents’ ability to make the right decisions from neuroscience data

We utilized 91 analytical tasks built from 43 neuroscience publications to benchmark 34 AI agent configurations, and found the best pass no more than…

Nov 9 • Jackson Brougher and Martin Jacko

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RareDiseaseBench: Can AI Agents Diagnose Rare Disease?

We gave models 35 challenging rare disease cases where they have to request what data they needed

Nov 6 • Christopher Zou

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BioSecBench-RespiratoryVirus-Surveillance: Can AI Agents Track Respiratory Viruses?

We gave AI models 110 real decisions from respiratory virus surveillance

Nov 5 • Harmon Bhasin, Gage Moreno, and Evan Seeyave

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TxBench–Antibody Development: Can AI Agents Get an Antibody to Its First Human Dose?

We gave AI models 60 real decisions from antibody development.

Nov 4 • Joshua Badshah

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October 2026

Benchmarks.Bio Added to Fireworks’ Specialized Intelligence Index

We are excited to announce that we are partnering with Fireworks AI to add BioBench, our suite of evaluations on benchmarks.bio, to Fireworks…

Oct 28 • Arjun Banerjee

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OmicsBench v1, a Latch Meta-Benchmark - Part 1

At LatchBio, we do research on agentic capabilities and safety in the life sciences.

Oct 19 • Christopher Zou

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OncologyBench: Benchmarking AI Decisions in Cancer Research and Treatment

25 evaluations reveal a gap between analyzing oncology data and making the final decision.

Oct 13 • Dillon Flood, Ramesh Ramasamy, Joshua Badshah, Birendra Kumar Saye, and Kenny Workman

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September 2026

MetagenomicsBench: Can AI Agents Reliably Analyze Microbiome Data?

A verifiable benchmark for taxonomic and functional profiling, microbial ecology, and host–microbiome analysis

Sep 29 • Zhen Yang, Arjun Banerjee, Johnny Connolly, Shaista Madad, and Kenny Workman

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Continuous Benchmarks for Biology to Defend Against Misalignment

On the latest updates to our benchmark suite.

Sep 23 • Arjun Banerjee

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