PIPEROLL / SEISMOGRAPH
Model

grok-4.7@xai

Measured against its own past on the daily and weekly batteries. Each battery has its own history and assessment.

provider channelopenai_compat
identityalias · a floating name the provider may re-point; a change here means what is served under this name changed
daily battery46 readings (2026-09-25 to 2026-11-09)
Latest assessment: Assessed (13/13 metrics eligible)
weekly battery8 readings (2026-09-25 to 2026-11-08)
Latest assessment: Assessed (13/13 metrics eligible)

Published findings

Thinking-token use rose on the instruction following probe set Movement

270 tok→569 tok
daily battery · Relative shift past the serving-tripwire threshold · first flagged 2026-10-05

Median latency rose Context

2.05 s→4.27 s
daily battery · Relative p50 shift past threshold, operational context (never a standalone drift claim) · first flagged 2026-11-09

Explore

Open the daily dossier · Open the weekly dossier. Each dossier shows this model and battery, with the full dimension history.