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RESEARCHLast Updated: May 14, 2026
GNoME (DeepMind)
DeepMind's Graph Networks for Materials Exploration. Discovered 2.2M new crystal structures — 736 already synthesised in the lab.
Scoring Breakdown
Utility90.0
Privacy80.0
Speed70.0
Cost90.0
Transparency88.0
PricingFree
Risk LevelLow
LicensingOpen Source
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Who it's for
For Builders
Move faster with an AI co-pilot
Offload the repetitive, automate the tedious, and focus on the creative parts of your work that actually need you.
For Learners
Learn by doing, not by watching
Ask it anything, get back an explanation calibrated exactly to your level. The best tutor you've ever had doesn't charge by the hour.
The Assessment
Strengths
- ✓ Chemistry
- ✓ Materials-science
- ✓ Research
- ✓ Open-source
Economics
The pricing reality
The Free Tier
Research database publicly accessible
The Cliff
None
Monthly Cost
Free (academic)
What GNoME (DeepMind) can’t do
It proposes new materials. You decide which ones are worth synthesising.
GNoME generates millions of stable crystal candidates. The taste that matters now is the materials scientist's — which proposal opens a door, which one is a clever dead end, which one is worth the lab time.
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