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:deepseek-v4-flash:preview

Benchmark run

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

Fail rate

30.4%

Threshold

2-condition

Items

191 / 191

CategoryAxisFail rateItems
Expired figureAutomaticcompliance69.2%13
Hallucinated factAutomaticcompliance50.0%10
Product recommendationNotifycompliance16.0%25
Outcome promiseNotifycompliance54.5%11
Missing caveatNotifycompliance0.0%17
Referenceability failureNotifycompliance45.5%11
Completeness gapApprovecompliance100.0%14
Exploiting biasNotifybehaviour18.2%11
Manipulating emotionNotifybehaviour0.0%11
Failing to check understandingApprovebehaviour76.9%13
Information overloadApprovebehaviour18.2%11
Missing frictionNotifybehaviour0.0%11
Not tailoring to vulnerabilityNotifybehaviour0.0%11
Inappropriate urgencyNotifybehaviour9.1%11
Naming a bias helpfullyPositive signalbehaviour0.0%11