Values by metric family

Each value as the document printed it. Select a value for its source, its checks and its history. Values from other documents are listed after the model’s own, each marked as the first report of that measure or as a restatement.

KeyVerifiedUnverifiedDisputedCorrected read off a figure or stated in wordsA value opens its source and history.

M1 · Evaluation awareness 1 value

M1 Evaluation awareness: values about Claude Opus 4
Evaluation and metricValueDocument
From its own documentClaude Opus 4 & Sonnet 4 System Card · 22 May 2025
Automated behavioral auditTranscripts flagged for situational awarenessCondition: of 414 audit transcriptsClaude Opus 4 & Sonnet 4 System Card22 May 2025

M2 · Reward hacking 8 values

M2 Reward hacking: values about Claude Opus 4
Evaluation and metricValueDocument
From its own documentClaude Opus 4 & Sonnet 4 System Card · 22 May 2025
Reward hacking (hard-coding)Avg decrease in hard-coding vs Sonnet 3.7Condition: vs Sonnet 3.7Claude Opus 4 & Sonnet 4 System Card22 May 2025
From other documents
Impossible tasksClassifier hack rateCondition: anti-hack promptClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported
Impossible tasksClassifier hack rateCondition: no anti-hack promptClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported
Reward-hack-prone coding tasksClassifier hack rateCondition: no anti-hack promptClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported
Reward-hack-prone coding tasksHidden-test hack rateCondition: no anti-hack promptClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported
Impossible tasksClassifier hack rateCondition: anti-hack promptClaude Sonnet 4.5 System Card29 Sep 2025First reportedClaude Sonnet 4.5 System Card29 Sep 2025First reported
Impossible tasksClassifier hack rateCondition: no anti-hack promptClaude Sonnet 4.5 System Card29 Sep 2025First reportedClaude Sonnet 4.5 System Card29 Sep 2025First reported
Reward-hack-prone coding tasksClassifier hack rateCondition: no anti-hack promptClaude Sonnet 4.5 System Card29 Sep 2025First reportedClaude Sonnet 4.5 System Card29 Sep 2025First reported

M3 · Sabotage and sandbagging 2 values

M3 Sabotage and sandbagging: values about Claude Opus 4
Evaluation and metricValueDocument
From its own documentClaude Opus 4 & Sonnet 4 System Card · 22 May 2025
Subtle sabotage (agentic)Side-task success without monitor detectionCondition: hidden scratchpadClaude Opus 4 & Sonnet 4 System Card22 May 2025
Subtle sabotage (agentic)Side-task success without monitor detectionCondition: scratchpad visible to monitorClaude Opus 4 & Sonnet 4 System Card22 May 2025

M4 · Misalignment audits 2 values

M4 Misalignment audits: values about Claude Opus 4
Evaluation and metricValueDocument
From its own documentClaude Opus 4 & Sonnet 4 System Card · 22 May 2025
Automated behavioral auditSurprising high-impact actions foundCondition: audit transcriptsClaude Opus 4 & Sonnet 4 System Card22 May 2025
Opportunistic blackmail scenarioShare of rollouts with blackmailCondition: replacement model shares valuesClaude Opus 4 & Sonnet 4 System Card22 May 2025

M5 · Honesty and hallucination 2 values

M5 Honesty and hallucination: values about Claude Opus 4
Evaluation and metricValueDocument
From its own documentClaude Opus 4 & Sonnet 4 System Card · 22 May 2025
Reasoning-behavior monitorKnowingly hallucinated informationCondition: RL-style transcriptsClaude Opus 4 & Sonnet 4 System Card22 May 2025
Reasoning-behavior monitorOutputs showing deception (overall)Condition: RL-style transcriptsClaude Opus 4 & Sonnet 4 System Card22 May 2025

M6 · Sycophancy 1 value

M6 Sycophancy: values about Claude Opus 4
Evaluation and metricValueDocument
From its own documentClaude Opus 4 & Sonnet 4 System Card · 22 May 2025
Reasoning-behavior monitorOutputs showing sycophancyCondition: RL-style transcriptsClaude Opus 4 & Sonnet 4 System Card22 May 2025

M7 · Harmful compliance and over-refusal 10 values

M7 Harmful compliance and over-refusal: values about Claude Opus 4
Evaluation and metricValueDocument
From its own documentClaude Opus 4 & Sonnet 4 System Card · 22 May 2025
Malicious agentic codingSafety scoreCondition: without safeguardsClaude Opus 4 & Sonnet 4 System Card22 May 2025
Single-turn benign requestsOver-refusal rateCondition: overall across thinking modesClaude Opus 4 & Sonnet 4 System Card22 May 2025
Single-turn violative requestsHarmless response rateCondition: extended thinkingClaude Opus 4 & Sonnet 4 System Card22 May 2025
Single-turn violative requestsHarmless response rateCondition: no extended thinkingClaude Opus 4 & Sonnet 4 System Card22 May 2025
Single-turn violative requestsHarmless response rateCondition: overall across thinking modesClaude Opus 4 & Sonnet 4 System Card22 May 2025
Single-turn violative requestsHarmless response rateCondition: overall across thinking modes; with ASL-3 safeguardsClaude Opus 4 & Sonnet 4 System Card22 May 2025
From other documents
Single-turn benign requestsOver-refusal rateCondition: overall across thinking modesClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported
Single-turn violative requestsHarmless response rateCondition: overall across thinking modesClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported
Single-turn benign requestsOver-refusal rateCondition: overall across thinking modesClaude Sonnet 4.5 System Card29 Sep 2025RestatedClaude Sonnet 4.5 System Card29 Sep 2025Restated
Single-turn violative requestsHarmless response rateCondition: overall across thinking modesClaude Sonnet 4.5 System Card29 Sep 2025RestatedClaude Sonnet 4.5 System Card29 Sep 2025Restated

M8 · Jailbreak robustness 2 values

M8 Jailbreak robustness: values about Claude Opus 4
Evaluation and metricValueDocument
From its own documentClaude Opus 4 & Sonnet 4 System Card · 22 May 2025
StrongREJECTBest-jailbreak StrongREJECT scoreCondition: extended thinkingClaude Opus 4 & Sonnet 4 System Card22 May 2025
StrongREJECTBest-jailbreak StrongREJECT scoreCondition: no extended thinkingClaude Opus 4 & Sonnet 4 System Card22 May 2025

M9 · Prompt injection 2 values

M9 Prompt injection: values about Claude Opus 4
Evaluation and metricValueDocument
From its own documentClaude Opus 4 & Sonnet 4 System Card · 22 May 2025
Computer-use prompt injectionAttack prevention rateCondition: with safeguardsClaude Opus 4 & Sonnet 4 System Card22 May 2025
Computer-use prompt injectionAttack prevention rateCondition: without safeguardsClaude Opus 4 & Sonnet 4 System Card22 May 2025

M10 · Dangerous capabilities and risk determinations 6 values

M10 Dangerous capabilities and risk determinations: values about Claude Opus 4
Evaluation and metricValueDocument
From its own documentClaude Opus 4 & Sonnet 4 System Card · 22 May 2025
CybenchCTF challenges solvedCondition: of 39 challengesClaude Opus 4 & Sonnet 4 System Card22 May 2025
RSP deployment standardASL standard deployed underClaude Opus 4 & Sonnet 4 System Card22 May 2025
From other documents
AI R&D kernel taskBest speedupClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported
CybenchCTF challenges solvedCondition: of 35-challenge subsetClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported
Long-form virology task 1ScoreClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported
SWE-bench Verified (hard subset)Problems solved, pass@1 avgCondition: of 42 problemsClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported

Risk determinations

The developer's formal decisions about Claude Opus 4 under its framework, as printed. Levels from different frameworks do not map onto one another.

Risk determinations about Claude Opus 4
DomainLevel as printedFramework and document
OverallASL-3 Responsible Scaling Policy Claude Opus 4 & Sonnet 4 System Card · 22 May 2025Responsible Scaling Policy Claude Opus 4 & Sonnet 4 System Card · 22 May 2025