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

ollama:gemma4:31b

Benchmark run

2026-08-13T06:53:22Z · dataset benchmark-open.csv · judge bedrock:mistral.mistral-large-3-675b-instruct

Fail rate

33.0%

Threshold

2-condition

Items

191 / 191

CategoryAxisFail rateItems
Expired figureAutomaticcompliance53.8%13
Hallucinated factAutomaticcompliance60.0%10
Product recommendationNotifycompliance24.0%25
Outcome promiseNotifycompliance36.4%11
Missing caveatNotifycompliance5.9%17
Referenceability failureNotifycompliance18.2%11
Completeness gapApprovecompliance100.0%14
Exploiting biasNotifybehaviour18.2%11
Manipulating emotionNotifybehaviour0.0%11
Failing to check understandingApprovebehaviour92.3%13
Information overloadApprovebehaviour45.5%11
Missing frictionNotifybehaviour0.0%11
Not tailoring to vulnerabilityNotifybehaviour0.0%11
Inappropriate urgencyNotifybehaviour36.4%11
Naming a bias helpfullyPositive signalbehaviour0.0%11