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Pending benchmarksTracking since Oct 19, 2026

Is Atomwell state of the art?Pending benchmarks.Announced Oct 19, 2026; no independent results yet.

Bindwell's foundation model for predicting experimental outcomes in molecular discovery, trained across 800M–9B sizes on about 80M experimental measurements.

Announced facts

The details so far

Lab
Bindwell
Announced
Oct 19, 2026
API
Not yet
Open weights
Unknown
Parameters
800M to 9B
Type
Foundation model for predicting experimental outcomes (molecular discovery)
Training data
About 80M experimental measurements (lab announcement)
Scaling
Lab reports clean scaling laws in model size and data
Open weights / API
Not stated in the announcement post

Tags marked unsure are not stated on the lab's own pages.

Next steps

What would let us call it

Verdicts use only independent boards we already track. Two consecutive snapshots are required before any crown.

  • Publicly announced with a source
  • Usable by the public (API or weights)
  • Listed on an independent board we track
  • Enough results for a rank in a category
  • Holds across two snapshots (crowns only)
Self-reported

What the lab claims

Self-reported. Shown for context; not used in any verdict.

Lab claim: outperforms Boltz-2 and Nesso-1 on binding affinity (self-reported).

Receipts

Sources

LABBindwell / Navvye announcement on Xx.com/navvye/status/2112219726474564019 · Oct 19, 2026

Tracking ends Jan 17, 2027 unless the API or weights become available.