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:us.meta.llama4-scout-17b-instruct-v1:0

Benchmark run

2026-08-12T21:06:16Z · dataset benchmark-open.csv · judge bedrock:mistral.mistral-large-3-675b-instruct

Fail rate

34.2%

Threshold

2-condition

Items

187 / 191

CategoryAxisFail rateItems
Expired figureAutomaticcompliance69.2%13
Hallucinated factAutomaticcompliance60.0%10
Product recommendationNotifycompliance24.0%25
Outcome promiseNotifycompliance54.5%11
Missing caveatNotifycompliance11.8%17
Referenceability failureNotifycompliance27.3%11
Completeness gapApprovecompliance100.0%14
Exploiting biasNotifybehaviour0.0%11
Manipulating emotionNotifybehaviour0.0%11
Failing to check understandingApprovebehaviour92.3%13
Information overloadApprovebehaviour18.2%11
Missing frictionNotifybehaviour36.4%11
Not tailoring to vulnerabilityNotifybehaviour0.0%11
Inappropriate urgencyNotifybehaviour0.0%11
Naming a bias helpfullyPositive signalbehaviour0.0%11