model_configuration

google/gemini-3.1-flash-lite-preview vectara-hhem:google/gemini-3.1-flash-lite-preview

config_d6f65a1ce7c55bf1915c98f61b95c3589fc4723a3be6522c4ea4d8d429a6c43a

Published ranking

This score and claim apply only inside the bound ranking group.

92%

capability score

Rank

41

Evidence families

1

Claim

Outside top set

Uncertainty was not reported

Configuration passport

Canonical name
google/gemini-3.1-flash-lite-preview
Revision
vectara-hhem:google/gemini-3.1-flash-lite-preview
Interaction policy
direct_prompt
Passport class
model-configuration-v1

Source evidence

Publication snapshotexplorer_f057a1b59ed8f6b930ca76af3e80e8c62653e2f39a1d7566c09e5d598e386a57

Methodology2026-10-04.1.macroscopebench-code-review-wave