


EvolutionaryScale
Built ESM protein language models, including ESM3, which reasons over protein sequence, structure and function to generate new proteins.
In November 2025 its team joined Biohub, the Chan Zuckerberg research organisation, in a strategic transaction with CZI; co-founder Alex Rives became Biohub's head of science. Terms not disclosed in the counsel's note.
Money and evidence
Latest round, Seed, 2024-06-25: the record then held 1 research entry, highest level 4. The first research entry is dated 2024-06-25; the highest level so far is 4 (Tested in the physical world).
Rounds and research, on one timeline
- 2024-06-25Research
Level 4 · Tested in the physical world
EvolutionaryScale's ESM3 protein model writes a green fluorescent protein only 58% identical to any known one, and in the lab it glows about as brightly as natural GFP
Engineered GFPs usually carry 5 to 15 mutations, and at most 40 to 50 with machine learning; esmGFP is 96 of 229 residues from its closest known relative, a gap the authors estimate evolution takes over 500 million years to open. So a working function was made far from known sequences and shown in the lab, not only predicted. The test is narrow: one protein family, the authors' own assays, two plates of designs, fluorescence measured in bacteria, no solved structure. A 1.4-billion-parameter model was released openly; Science published the paper in January 2025.
- 2024-06-25SeedRound
more than $142 million
For: expand the capabilities of its models
Models and platform
Co-lead · Nat FriedmanCo-lead · Daniel GrossCo-lead · Lux Capital ✓Amazon ✓NVentures (NVIDIA)
On the deal: Daniel Gross (Individual investor; co-lead); Nat Friedman (Individual investor; co-lead)
The investor's own page says · Amazon: Seed (2024-06-25)
The investor's own page says · Lux Capital: 2023
By this date the record held 1 research entry, highest level 4
Research entries are the timeline's graded entries that name this company. A level grades one claim, not the company, and a blank can mean the record has not caught up rather than that nothing was published.
On the investors' own sites
Investors that name this company on their own site, in a portfolio or their own announcement. A ✓ in a round marks the same investor.
- AmazonSeed (2024-06-25)press.aboutamazon.com ↗
- Lux Capital2023luxcapital.com ↗
Its investors also backed
Other companies on this page whose rounds name the same investor.
- NVentures (NVIDIA)Generate:Biomedicines, Iambic Therapeutics, Inceptive, Genesis Molecular AI (formerly Genesis Therapeutics), Terray Therapeutics, Lila Sciences, Periodic Labs, Radical AI, Achira, CuspAI, Orbital Industries, Basecamp Research, Relation Therapeutics, Mirendil, Superluminal Medicines, Ricursive Intelligence, AMI Labs, Recursive Superintelligence, Inherent, Generalist AI, Ineffable Intelligence
- Lux CapitalWarp Sciences, Transfyr, Xaira Therapeutics, Enveda, Medra, CuspAI, LabGenius, Multiply Labs
- Nat FriedmanAtomic AI