model_configuration

xai-org/grok-4-1-fast-reasoning vectara-hhem:xai-org/grok-4-1-fast-reasoning

config_059e1a0db94ad0408fe535afaadb519d335b42dbbbe00bf41302bb8d03777874

Published ranking

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

81%

capability score

Rank

100

Evidence families

1

Claim

Outside top set

Uncertainty was not reported

Configuration passport

Canonical name
xai-org/grok-4-1-fast-reasoning
Revision
vectara-hhem:xai-org/grok-4-1-fast-reasoning
Interaction policy
direct_prompt
Passport class
model-configuration-v1

Source evidence

Publication snapshotexplorer_f057a1b59ed8f6b930ca76af3e80e8c62653e2f39a1d7566c09e5d598e386a57

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