Preliminary results. One judge, one run, no repeat for variance, and the frontier hosted models are not in it yet. What this does and does not show →
FinCom Bench

bedrock:zai.glm-4.7

Benchmark run

2026-08-12T21:14:00Z · dataset benchmark-open.csv · judge bedrock:mistral.mistral-large-3-675b-instruct

Fail rate

32.3%

Threshold

2-condition

Items

189 / 191

CategoryAxisFail rateItems
Expired figureAutomaticcompliance69.2%13
Hallucinated factAutomaticcompliance40.0%10
Product recommendationNotifycompliance16.0%25
Outcome promiseNotifycompliance36.4%11
Missing caveatNotifycompliance0.0%17
Referenceability failureNotifycompliance63.6%11
Completeness gapApprovecompliance100.0%14
Exploiting biasNotifybehaviour27.3%11
Manipulating emotionNotifybehaviour0.0%11
Failing to check understandingApprovebehaviour84.6%13
Information overloadApprovebehaviour9.1%11
Missing frictionNotifybehaviour0.0%11
Not tailoring to vulnerabilityNotifybehaviour0.0%11
Inappropriate urgencyNotifybehaviour36.4%11
Naming a bias helpfullyPositive signalbehaviour0.0%11