EvolutionaryScale vs Profluent
A side-by-side comparison of EvolutionaryScale and Profluent, two Science tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
EvolutionaryScale
ScienceFrontier protein language models (the ESM family) for biology.
View EvolutionaryScaleAt a glance
| Attribute | EvolutionaryScale | Profluent |
|---|---|---|
| Category | Science | Science |
| Pricing (differs) | FREEMIUM | PAID |
| License (differs) | Open core | Proprietary |
| Deployment | Cloud | Cloud |
| Platforms (differs) | API, Web | Web |
| Model support | — | — |
| Vendor (differs) | EvolutionaryScale | Profluent Bio |
| Capabilities (differs) |
|
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The honest brief
EvolutionaryScale
The team behind Meta's original ESM models, now shipping open ESM3 weights plus a hosted Forge API — research-grade openness with commercial serving.
- Open ESM3 weights
- Reasons over sequence/structure/function
- Served via AWS and NVIDIA partnerships
- Ex-Meta ESM team
- Open weights non-commercial only
- Forge in closed beta
- Largest models gated
- Pricing undisclosed
Profluent
Pairs frontier protein LLMs with openly released designs like OpenCRISPR-1, while most peers keep AI-designed molecules proprietary.
- ProGen protein-LLM lineage
- Open-released gene editor
- Nature-published work
- Eli Lilly and IDT partnerships
- Partnership/licensing only
- No self-serve platform
- Open releases are sequences, not a service
- Opaque pricing
When to pick which
Both cover Protein design.
Pick EvolutionaryScale if you need Model inference / serving.
- Model inference / serving (primary capability)
Pick Profluent if you need Antibody design and Molecular design.
- Antibody design (secondary capability)
- Molecular design (secondary capability)
Profluent leans on Protein design as a headline capability; EvolutionaryScale treats it as secondary.
- Protein design (primary capability)
They also differ on:
- Pricing
- FREEMIUM · PAID
- License
- Open core · Proprietary
- Platforms
- API, Web · Web