BlogLLM Benchmark Scores as Published, Side by Side

Claude Opus 4.5: Benchmark Scores as Published

Every result the catalog holds for Claude Opus 4.5: 108 tests in 15 areas, from 9 pages. 18 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 2025-11-24Context window 200KMax output 64KInput Text, imageOutput TextWeights ClosedData version 2026103001, as of 2026-10-30

Knowledge Work

TestValuePrinted bySetup as printed
GDPval-AA (Elo)1416Anthropic, Claude Opus 4.6checked 2026-10-15; printed on 1 more page-
Vals Finance Agent v1.158.8%Anthropic, Claude Sonnet 4.6checked 2026-10-15-
Vending-Bench 2 (final balance in USD)$4967.06Z.ai, GLM-5 model cardchecked 2026-10-15-
Vals Finance Agent (version not stated)55.9%Anthropic, Claude Opus 4.6checked 2026-10-15-

Agentic Coding

TestValuePrinted bySetup as printed
SWE-bench Verified80.9%Anthropic, Claude Opus 4.5checked 2026-10-15; printed on 6 more pagesEffort: high
SWE-Bench Pro57.1%Alibaba, Qwen3.6-27B model cardchecked 2026-10-15; printed on 1 more pageHarness: internal scaffold; Context: 200000
SWE-bench Multilingual77.5%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 3 more pages-
Terminal-Bench 2.059.3%Anthropic, Claude Opus 4.5checked 2026-10-15; printed on 6 more pagesEffort: high
NL2Repo-Bench43.2Alibaba, Qwen3.6-27B model cardchecked 2026-10-15Harness: Claude Code (baselines)

ML Engineering

TestValuePrinted bySetup as printed
PaperBench72.9Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15-

Science and Math

TestValuePrinted bySetup as printed
GPQA Diamond87%Anthropic, Claude Opus 4.5checked 2026-10-15; printed on 7 more pagesEffort: high
AIME 202591%MiniMax, MiniMax-M2.5 model cardchecked 2026-10-15; printed on 1 more page-
SciCode50%MiniMax, MiniMax-M2.5 model cardchecked 2026-10-15; printed on 1 more page-
HMMT February 202592.9%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 2 more pages-
IMO-AnswerBench84%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 3 more pages-
AIME 202693.3%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 2 more pages-
HMMT November 202593.3%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 2 more pages-
HMMT February 202685.3%Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-
PolyMATH79%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-

Long Context

TestValuePrinted bySetup as printed
AA-LCR74%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
LongBench v264.4%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-

Computer Use

TestValuePrinted bySetup as printed
OSWorld-Verified66.3%Anthropic, Claude Opus 4.5checked 2026-10-15; printed on 3 more pagesEffort: high
ScreenSpot-Pro45.7%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-

Multimodal Understanding

TestValuePrinted bySetup as printed
CharXiv Reasoning (no tools)68.5%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 2 more pages-
MMMU-Pro70.6%Anthropic, Claude Opus 4.6checked 2026-10-15; printed on 4 more pagesTools: none
MMMU (validation)80.7%Anthropic, Claude Opus 4.5checked 2026-10-15; printed on 2 more pagesEffort: high
MathVision74.3%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
MathVista (testmini)80%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
AI2D (test)87.7%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
MMMU-Pro (with tools)73.9%Anthropic, Claude Opus 4.6checked 2026-10-15; printed on 1 more pageTools: enabled; exact tools in source
LVBench57.3%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
OmniDocBench 1.587.7%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
Video-MMMU84.4%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 2 more pages-
OCRBench85.8%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
HallusionBench64.1%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
MMStar73.2%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
BabyVision (no tools)14.2%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
ERQA46.8%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
SimpleVQA65.7%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 2 more pages-
Video-MME (with subtitles)77.6%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
RealWorldQA77%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
MMVU77.3%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
V* Bench (tool setting not stated)67%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
CC-OCR76.9%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
MMBench-EN dev v1.189.2%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
CountBench90.6%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
DynaMath79.7%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
ZeroBench (subquestions)28.4%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
EmbSpatial-Bench75.7%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
MLVU81.7%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
MMLongBench-Doc61.9%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
Video-MME (without subtitles)81.4%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
ZeroBench (metric not stated)3%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
MVBench67.2%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
LingoQA78.8%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
WorldVQA (mode not stated)36.8%Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15-
ZeroBench (with tools, metric not stated)9%Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15Tools: tools
We-Math70%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
InfoVQA (validation)76.9%Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15-
LongVideoBench67.2%Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15-
MotionBench60.3%Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15-

Cybersecurity

TestValuePrinted bySetup as printed
CyberGym50.6%Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15; printed on 1 more page-
SecCodeBench68.6%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-

General Knowledge and Reasoning

TestValuePrinted bySetup as printed
Humanity's Last Exam (no tools)30.8%Anthropic, Claude Opus 4.6checked 2026-10-15; printed on 6 more pagesEffort: max; Tools: none
MMLU-Pro89.5%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 2 more pages-
Humanity's Last Exam (with tools)43.4%Anthropic, Claude Opus 4.6checked 2026-10-15; printed on 4 more pagesEffort: max; Tools: enabled; exact tools in source
MMLU-Redux95.6%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
C-Eval92.2%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
SuperGPQA70.6%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
ARC-AGI-237.6%Anthropic, Claude Opus 4.5checked 2026-10-15; printed on 2 more pagesEffort: high
Humanity's Last Exam (Verified)38.8%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-

Code Generation

TestValuePrinted bySetup as printed
LiveCodeBench v684.8%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 2 more pages-
OJBench (C++)54.6%Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15-
QwenWebBench rating1536Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-

Tool Use and Workflows

TestValuePrinted bySetup as printed
Toolathlon43.5%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
τ²-bench Telecom98.2%Anthropic, Claude Opus 4.5checked 2026-10-15; printed on 2 more pagesEffort: high
MCP Atlas62.3%Anthropic, Claude Opus 4.5checked 2026-10-15; printed on 2 more pagesEffort: high
τ²-bench Retail88.9%Anthropic, Claude Opus 4.5checked 2026-10-15; printed on 2 more pagesEffort: high
MCP Atlas (public set)65.2%Z.ai, GLM-5 model cardchecked 2026-10-15-
MCPMark42.3%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
τ²-bench (domain not stated)91.6%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
Claw-Eval pass^359.6%Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-
DeepPlanning33.9%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
VitaBench56.3%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
BFCL v477.5%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
SkillsBench45.3Alibaba, Qwen3.6-27B model cardchecked 2026-10-15Harness: OpenCode
Claw-Eval average score76.6Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-
QwenClawBench52.3Alibaba, Qwen3.6-27B model cardchecked 2026-10-15Context: 256000

Web Search and Research

TestValuePrinted bySetup as printed
BrowseComp67.8%Anthropic, Claude Opus 4.6checked 2026-10-15; printed on 4 more pagesEffort: max; Tools: web search, web fetch, programmatic tool calling
BrowseComp-ZH62.4%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more pageTools: enabled; search; Context: 256000
WideSearch (metric not stated)76.4Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15Tools: enabled; search; Context: 256000
Seal-047.7%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more pageTools: enabled; search; Context: 256000
DeepSearchQA (accuracy)76.1%Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15Tools: search, code interpreter, browsing
WideSearch (item-F1)76.2%Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15Tools: search, code interpreter, browsing
FinSearchComp T2 and T366.2%Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15Tools: search, code interpreter, browsing

Instruction Following

TestValuePrinted bySetup as printed
IFBench58Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
MultiChallenge54.2%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
IFEval90.9%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-

Multilingual

TestValuePrinted bySetup as printed
MMMLU90.8%Anthropic, Claude Opus 4.5checked 2026-10-15; printed on 3 more pagesEffort: high
MMLU-ProX85.7%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
WMT24++ (XCOMET-XXL)79.7Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
Global PIQA91.6%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
INCLUDE86.2%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
MaXIFE79.2%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
NOVA-6356.7%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-

Healthcare

TestValuePrinted bySetup as printed
MedXpertQA MM63.6%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
PMC-VQA59.9%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
SLAKE76.4%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-

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$5Anthropic, Anthropic API pricingchecked 2026-10-15-
Cached input$0.5Anthropic, Anthropic API pricingchecked 2026-10-15-
Cache write$6.25Anthropic, Anthropic API pricingchecked 2026-10-15Cache: 5 minute cache
Cache write, 1 hour$10Anthropic, Anthropic API pricingchecked 2026-10-15-
Output$25Anthropic, Anthropic API pricingchecked 2026-10-15-
Input, batch$2.5Anthropic, Anthropic API pricingchecked 2026-10-15-
Output, batch$12.5Anthropic, 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.