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EvolutionaryScale

What EvolutionaryScale does

EvolutionaryScale develops biological foundation models and generative protein-design systems built on the Evolutionary Scale Modeling (ESM) approach. Its flagship model, ESM3, is described as a multimodal generative language-model family that can “reason over” protein sequence, structure, and function and generate protein candidates for scientific research and downstream applications. The company also released ESM Cambrian, positioned as a representation-learning model family that is described as a parallel family to ESM3’s generative flagship. EvolutionaryScale makes ESM3 available via its developer/hosted offerings (including an API surfaced through partners) and via open-weights releases for selected models (e.g., ESM3-open via GitHub/Hugging Face references in its policies and site claims).

Strategically, EvolutionaryScale is no longer operating as an independent standalone organization: its website states that it is now part of Biohub, with current ESM models, APIs, and related services available at Biohub’s platforms and governed by Biohub policies. As a result, EvolutionaryScale’s technical roadmap and model availability appear to be continued and operationalized within Biohub’s nonprofit R&D structure (including Biohub “head of science” leadership drawn from EvolutionaryScale).

News

Company record

May 27, 2026 · Official · Biohub (news)World model of protein biology (Biohub release)

Biohub published a news item describing a “world model of protein biology” trained on large-scale evolutionary records and stating it was used to design protein binders against cancer and immunology targets.

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Nov 06, 2025 · Reporting · Gunderson Dettmer (client news)Gunderson Dettmer: EvolutionaryScale team joins Biohub in strategic transaction with the Chan Zuckerberg Initiative

Gunderson Dettmer’s client news release states that EvolutionaryScale’s team would join Biohub in a strategic transaction with the Chan Zuckerberg Initiative and that Alex Rives would serve as head of science.

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Jun 25, 2024 · Official · EvolutionaryScale (blog)ESM3: Simulating 500 million years of evolution with a language model (ESM3 release announcement)

EvolutionaryScale published its ESM3 release post, describing ESM3 as a multimodal and generative model in the ESM family and updating information about API access in public beta via Forge.

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Jun 25, 2024 · Reporting · TechCrunchEvolutionaryScale, backed by Amazon and Nvidia, raises $142M for protein-generating AI

TechCrunch reports EvolutionaryScale’s seed round including investors and participation details; it also describes ESM3’s availability via Forge and partner platform routes (AWS, etc.).

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Date not disclosed · Official · EvolutionaryScale (blog)ESM Cambrian: Revealing the mysteries of proteins with unsupervised learning (model introduction)

EvolutionaryScale introduced ESM Cambrian, describing it as a parallel model family to ESM3 intended to deliver improved performance/efficiency for protein representation learning; the post also references how the model family fits into the ESM ecosystem.

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Date not disclosed · Reporting · Biohub Platform docsAPI access / ESM Atlas documentation (Biohub Platform)

Biohub documentation describes ESM Atlas and its positioning as part of Biohub Platform, which supports programmatic access to large-scale protein-space representations.

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Source map · 2 recurring channels · 69 references
EvolutionaryScaleOfficial Site · monitor↗MTS Frontier / Control RoomCurated Feed · monitor↗Biohub (news)Official Reference · reference↗Official company sourceOfficial Reference · reference↗sec.govRegulatory · reference↗a16z.comReporting · reference↗aihealthindex.ioReporting · reference↗alishbaimran.comReporting · reference↗apnews.comReporting · reference↗app.dealroom.coReporting · reference↗arxiv.orgReporting · reference↗assets-eu.researchsquare.comReporting · reference↗axios.comReporting · reference↗biobase.whitefordresearch.comReporting · reference↗biohub.aiReporting · reference↗biohub.orgReporting · reference↗bioutah.orgReporting · reference↗boursorama.comReporting · reference↗broadinstitute.orgReporting · reference↗cbinsights.comReporting · reference↗crunchbase.comReporting · reference↗cs.cmu.eduReporting · reference↗cs.stanford.eduReporting · reference↗discovr.aiReporting · reference↗downloads.regulations.govReporting · reference↗economictimes.indiatimes.comReporting · reference↗edc.nycReporting · reference↗edrn.cancer.govReporting · reference↗en.wikipedia.orgReporting · reference↗endeavor.orgReporting · reference↗etcgroup.orgReporting · reference↗evagarland.comReporting · reference↗evolve-capital.comReporting · reference↗fcf.deReporting · reference↗forbes.comReporting · reference↗forge.biohub.aiReporting · reference↗fortune.comReporting · reference↗frontiers.healthReporting · reference↗github.comReporting · reference↗gunder.comReporting · reference↗komo.aiReporting · reference↗linkedin.comReporting · reference↗longtermresilience.orgReporting · reference↗luxcapital.comReporting · reference↗marketscreener.comReporting · reference↗nature.comReporting · reference↗ncbi.nlm.nih.govReporting · reference↗nirc.icai.orgReporting · reference↗nyc.govReporting · reference↗openreview.netReporting · reference↗phys.orgReporting · reference↗reddit.comReporting · reference↗reinvent.awsevents.comReporting · reference↗rivista.aiReporting · reference↗rothschildandco.comReporting · reference↗sbir.cancer.govReporting · reference↗sfi-edu.s3.amazonaws.comReporting · reference↗shadowresearch.coReporting · reference↗siliconangle.comReporting · reference↗startup.genisisiq.comReporting · reference↗startupintros.comReporting · reference↗stifel.comReporting · reference↗streetinsider.comReporting · reference↗synbiointel.comReporting · reference↗techcrunch.comReporting · reference↗techmeme.comReporting · reference↗theinformation.comReporting · reference↗theofficialboard.comReporting · reference↗vcbacked.coReporting · reference↗williamblair.comReporting · reference↗wtbx.comReporting · reference↗

Still resolving: Newsroom · Official X

What it builds

ESM3

A generative multimodal protein model family described as reasoning over protein sequence, structure, and function, and available through EvolutionaryScale/Biohub API and partner platform offerings; EvolutionaryScale’s site describes ESM3 as a generative language-model family in three sizes and also points to an ESM3-open release with weights/source code available under an MIT license.

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ESM Cambrian

A model family described as a parallel family to ESM3 focused on protein sequence modeling and representation learning, introduced by EvolutionaryScale as ESM Cambrian.

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Forge (developer platform)

EvolutionaryScale’s developer/hosted platform referenced for accessing ESM3 capabilities (including an “ESM3-open” offline option and public beta language around API access).

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Biohub Platform / ESM model access via Biohub

After EvolutionaryScale joined Biohub, EvolutionaryScale’s site states that current ESM models, APIs, and related services are available at Biohub’s platform endpoints.

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Key metrics

Milestones & partnerships