BlogLLM Benchmark Scores as Published, Side by Side

Qwen3.6-35B-A3B: Benchmark Scores as Published

Every result the catalog holds for Qwen3.6-35B-A3B: 70 tests in 11 areas, from 5 pages. 58 printed by Alibaba itself, the rest by the company named beside each number. Each number is as printed; nothing is ranked or rescored.

Developer AlibabaReleased 2026-04-16Context window 262KInput Text, image, videoOutput TextWeights Open (Apache 2.0)Data version 2026103001, as of 2026-10-30

Knowledge Work

Agentic Coding

TestValuePrinted bySetup as printed
SWE-bench Verified73.4%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 2 more pagesHarness: internal scaffold; Context: 200000
SWE-Bench Pro49.5%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more pageHarness: internal scaffold; Context: 200000
Terminal-Bench 2.144.38%NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19; printed on 1 more page-
SWE-bench Multilingual67.2%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 2 more pagesHarness: internal scaffold; Context: 200000
Terminal-Bench 2.051.5%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more pageHarness: Harbor/Terminus-2; Context: 256000
NL2Repo-Bench29.4Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more pageHarness: Claude Code (baselines)

Science and Math

TestValuePrinted bySetup as printed
GPQA Diamond86%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 3 more pages-
SciCode35.33%NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19; printed on 1 more page-
HMMT February 202590.7%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
IMO-AnswerBench78.9%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
AIME 202692.7%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
HMMT November 202589.1%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
HMMT February 202683.6%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-

Long Context

TestValuePrinted bySetup as printed
AA-LCR61.06%NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19; printed on 1 more page-

Computer Use

TestValuePrinted bySetup as printed
WebArena (vision)36.6%NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19-

Multimodal Understanding

TestValuePrinted bySetup as printed
CharXiv Reasoning (no tools)78%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
MMMU-Pro75.3%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
MMMU (validation)81.7%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
MathVista (testmini)86.4%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
AI2D (test)92.7%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
LVBench71.4%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
OmniDocBench 1.589.9%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
Video-MMMU83.7%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
OCRBench90%Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-
HallusionBench69.8%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
MMStar80.7%Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-
ERQA61.8%Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-
SimpleVQA58.9%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
Video-MME (with subtitles)86.6%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
RealWorldQA85.3%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
V* Bench (tool setting not stated)90.1%Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-
CC-OCR81.9%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
MMBench-EN dev v1.192.8%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
CountBench96.1%Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-
DynaMath82.8%Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-
ZeroBench (subquestions)34.4%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
EmbSpatial-Bench84.3%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
MLVU86.2%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
Video-MME (without subtitles)82.5%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
MVBench74.6%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
RefSpatial-Bench64.3%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
RefCOCO (average)92%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
VLMs are Blind96.6%Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-
ODinW-1350.8%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-

General Knowledge and Reasoning

TestValuePrinted bySetup as printed
Humanity's Last Exam (no tools)21.4%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 3 more pages-
MMLU-Pro85.2%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 2 more pages-
MMLU-Redux93.3%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
C-Eval90%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
AA-Omniscience Accuracy19.47%NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19; printed on 1 more page-
SuperGPQA64.7%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
AA-Omniscience Non-Hallucination65.85%NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19-

Code Generation

TestValuePrinted bySetup as printed
LiveCodeBench v680.4%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
QwenWebBench rating1397Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-

Tool Use and Workflows

TestValuePrinted bySetup as printed
Toolathlon26.9%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
τ³-bench Banking10.52%NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19; printed on 1 more page-
MCP Atlas (public set)62.8%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
MCPMark37%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
Claw-Eval pass^350%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
DeepPlanning25.9%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
PinchBench88.07%NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19; printed on 1 more page-
VitaBench35.6%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
τ³-bench (domain not stated)67.2%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
SkillsBench28.7Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more pageHarness: OpenCode
Claw-Eval average score68.7Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more page-
QwenClawBench52.6Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15; printed on 1 more pageContext: 256000

Web Search and Research

TestValuePrinted bySetup as printed
BrowseComp48.74%NVIDIA, NVIDIA Nemotron 3.5 Bolt 74B-A9B model cardchecked 2026-10-19; printed on 1 more page-
WideSearch (metric not stated)60.1Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-

Instruction Following

TestValuePrinted bySetup as printed
IFBench63.71NVIDIA, NVIDIA Nemotron 3.5 Lightning 30B-A3B model cardchecked 2026-10-19-

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$0.248Alibaba, Alibaba Model Studio pricingchecked 2026-10-15-
Output$1.485Alibaba, Alibaba Model Studio pricingchecked 2026-10-15-

More from Alibaba

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.