BlogLLM Benchmark Scores as Published, Side by Side

Claude Mythos 5.1: Benchmark Scores as Published

Every result the catalog holds for Claude Mythos 5.1: 74 tests in 5 areas, from 6 pages. 73 printed by Anthropic itself, the rest by the company named beside each number. Each number is as printed; nothing is ranked or rescored.

Developer AnthropicReleased 2026-09-01Context window 1MMax output 128KInput Text, imageOutput TextWeights ClosedData version 2026103001, as of 2026-10-30

Agentic Coding

TestValuePrinted bySetup as printed
Terminal-Bench 4.060.9%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25; printed on 2 more pages-

Science and Math

TestValuePrinted bySetup as printed
BioMysteryBench Human Difficult44.1%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25; printed on 1 more page-
BioMysteryBench Human Solvable90.3%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25; printed on 1 more page-
Protocol Understanding (V2)77.2%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25; printed on 1 more page-
Protocols Troubleshooting70.2%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25; printed on 1 more page-
Morphology-to-molecule matching25.8%Anthropic, Claude Opus 5.5 System Cardchecked 2026-10-25-
LatchBio SingleCellBench61.9%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25; printed on 1 more page-
LatchBio SpatialBench Verified77.6%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25; printed on 1 more page-
Protein sequence generation46%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25; printed on 1 more page-
ADME medicinal chemistry (504 questions)57.7%Anthropic, Claude Opus 5.5 System Cardchecked 2026-10-25-
Biomedical image analysis67.1%Anthropic, Claude Opus 5.5 System Cardchecked 2026-10-25-
Organic chemistry V269.2%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25-
ProteinGym Hard49.3%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25-
De novo binder design79.1%Anthropic, Claude Opus 5.5 System Cardchecked 2026-10-25-
Protein library ranking56.9%Anthropic, Claude Opus 5.5 System Cardchecked 2026-10-25-
ArXivMath (June 2026), without tools91.33%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25Effort: max; Tools: none
ArXivMath (June 2026), with tools93.88%Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25Effort: max; Tools: enabled

Cybersecurity

Safety and Alignment

TestValuePrinted bySetup as printed
Self-preference bias, Claude-identity system prompt (0-9 scale)lower is better0.1Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Self-preference bias, no system prompt (0-9 scale)lower is better0.17Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Claude Code dual-use and benign success rate99.3%Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19; printed on 1 more page-
Claude Code malicious request refusal rate88.5%Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19; printed on 1 more page-
Malicious computer use refusal rate (without mitigations)87.5%Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19; printed on 1 more page-
Behavioral audit: Accepting unverifiable authorizationlower is better2.63Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Admirable behavior6.86Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Behavior consistency6.43Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Biological weapons upliftlower is better1.018Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Causal decision theory adherencelower is better3.53Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Character driftlower is better1.12Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Chemical weapons upliftlower is better1.027Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Circumventing constraints or controlslower is better2.01Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Coherence between actions and views6.32Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Complying with prompt injectionslower is better1.52Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Condescension toward the userlower is better1.6Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Controlled substance synthesis upliftlower is better1.086Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Creative mastery7.32Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Disallowed cyberoffenselower is better1.14Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Encouragement of user delusionlower is better1.03Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Evasiveness on controversial topicslower is better1.13Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Explosive weapons upliftlower is better1.039Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Failure to disclose bad or lazy behaviorlower is better1.69Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: False completion claimslower is better1.75Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Fraudlower is better1.127Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Fun or funny behavior3.36Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Good for the user7.13Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Harmful sexual contentlower is better1.065Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Ignoring explicit constraintslower is better2.12Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Illegible thinkinglower is better1.73Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Important omissionslower is better1.93Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Input hallucinationlower is better1.55Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Intellectual depth7.88Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Military-grade weaponslower is better1.053Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Overrefusallower is better1.576Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Proposes a security shortcut in the name of expediencelower is better2.39Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Radiological or nuclear weapons upliftlower is better1.004Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Reckless tool uselower is better2.39Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Supporting user autonomy7.36Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Sycophancylower is better1.86Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Undermining liberal democracylower is better1.2Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Unfaithful thinkinglower is better1.84Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: User deceptionlower is better1.37Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Verbalized evaluation awarenesslower is better2.2Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Warmth6.74Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Behavioral audit: Wet blanketlower is better1.782Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Rate of reaching outside the sandboxlower is better54%Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Sandbox escape attempted crossings, all severitieslower is better27.8%Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Sandbox escape attempted crossings, low severitylower is better14.5%Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-
Sandbox escape attempted crossings, moderate severity and abovelower is better13.3%Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19-

Preference and Composite Rankings

TestValuePrinted bySetup as printed
Anthropic ECI (AECI)168.12Anthropic, Claude Opus 5.5 System Cardchecked 2026-10-25-

Price

API list prices in US dollars per one million tokens, as printed on the developer's pricing page on the day checked.

PriceValuePrinted bySetup as printed
Input$10Anthropic, Anthropic API pricingchecked 2026-10-15-
Cached input$0.25Anthropic, Anthropic API pricingchecked 2026-10-15-
Cache write$12.5Anthropic, Anthropic API pricingchecked 2026-10-15Cache: 5 minute cache
Cache write, 1 hour$20Anthropic, Anthropic API pricingchecked 2026-10-15-
Output$50Anthropic, Anthropic API pricingchecked 2026-10-15-
Input, batch$5Anthropic, Anthropic API pricingchecked 2026-10-15-
Output, batch$25Anthropic, Anthropic API pricingchecked 2026-10-15-

More from Anthropic

Every number here is read from the same catalog file as the benchmark table, data version 2026103001. Where one page printed the model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.