BlogLLM Benchmark Scores as Published, Side by Side

Qwen3.5-35B-A3B: Benchmark Scores as Published

Every result the catalog holds for Qwen3.5-35B-A3B: 100 tests in 12 areas, from 3 pages. All were printed by Alibaba itself. Each number is as printed; nothing is ranked or rescored.

Developer AlibabaReleased 2026-02-24Context window 262KInput Text, image, videoOutput TextWeights Open (Apache 2.0)Data version 2026103001, as of 2026-10-30

Agentic Coding

TestValuePrinted bySetup as printed
SWE-bench Verified69.2%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
SWE-Bench Pro44.6%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15Harness: internal scaffold; Context: 200000
SWE-bench Multilingual60.3%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15Harness: internal scaffold; Context: 200000
Terminal-Bench 2.040.5%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
NL2Repo-Bench20.5Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15Harness: Claude Code (baselines)

Science and Math

TestValuePrinted bySetup as printed
GPQA Diamond84.2%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
HMMT February 202589%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
IMO-AnswerBench76.8%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
AIME 202691%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
HMMT November 202589.2%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
HMMT February 202678.7%Alibaba, Qwen3.6-35B-A3B model cardchecked 2026-10-15-
PolyMATH64.4%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-

Long Context

TestValuePrinted bySetup as printed
AA-LCR58.5%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
LongBench v259%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-

Computer Use

TestValuePrinted bySetup as printed
OSWorld-Verified54.5%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
ScreenSpot-Pro68.6%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
AndroidWorld71.1%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-

Multimodal Understanding

TestValuePrinted bySetup as printed
CharXiv Reasoning (no tools)77.5%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
MMMU-Pro75.1%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
MMMU (validation)81.4%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
MathVision83.9%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
MathVista (testmini)86.2%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
AI2D (test)92.6%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
BabyVision (with tools)38.4%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15Tools: enabled; code interpreter
LVBench71.4%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
OmniDocBench 1.589.3%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
Video-MMMU80.4%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
OCRBench91%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
HallusionBench67.9%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
MMStar81.9%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
BabyVision (no tools)29.6%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15Tools: none
ERQA64.8%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
SimpleVQA58.3%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
Video-MME (with subtitles)86.6%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
RealWorldQA84.1%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
MMVU72.3%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
CC-OCR80.7%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
MMBench-EN dev v1.191.5%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
CountBench97.8%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
DynaMath85%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
ZeroBench (subquestions)34.1%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
EmbSpatial-Bench83.1%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
MLVU85.6%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
MMLongBench-Doc59.5%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
Video-MME (without subtitles)82.5%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
ZeroBench (metric not stated)8%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
MVBench74.8%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
RefSpatial-Bench63.5%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
LingoQA79.2%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
V* Bench (with tools)92.7%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15Tools: enabled; code interpreter
RefCOCO (average)89.2%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
VLMs are Blind97%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
ODinW-1342.6%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
Hypersim (metric not stated)13.1Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
nuScenes (metric not stated)14.6Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
SUN RGB-D (metric not stated)33.4Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
V* Bench (no tools)89.5%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15Tools: none
TIR-Bench (no tools)38%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15Tools: none
TIR-Bench (with code interpreter)55.5%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15Tools: enabled; code interpreter

General Knowledge and Reasoning

TestValuePrinted bySetup as printed
Humanity's Last Exam (no tools)22.4%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more pageTools: none
MMLU-Pro85.3%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
Humanity's Last Exam (with tools)47.4%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15Tools: enabled; search; Context: 256000
MMLU-Redux93.3%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
C-Eval90.2%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
SuperGPQA63.4%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-

Code Generation

Tool Use and Workflows

Web Search and Research

TestValuePrinted bySetup as printed
BrowseComp61%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15Tools: enabled; search; Context: 256000
BrowseComp-ZH69.5%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15Tools: enabled; search; Context: 256000
WideSearch (metric not stated)57.1Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more pageTools: enabled; search; Context: 256000
Seal-041.4%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15Tools: enabled; search; Context: 256000

Instruction Following

TestValuePrinted bySetup as printed
IFBench70.2Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
MultiChallenge60%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
IFEval91.9%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-

Multilingual

Healthcare

TestValuePrinted bySetup as printed
MedXpertQA MM61.4%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
PMC-VQA62%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
SLAKE78.7%Alibaba, Qwen3.5-122B-A10B 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$0.057Alibaba, Alibaba Model Studio pricingchecked 2026-10-15Context: up to 128,000 tokens; Long context: $0.229 per 1M tokens above 128,000 tokens
Output$0.459Alibaba, Alibaba Model Studio pricingchecked 2026-10-15Context: up to 128,000 tokens; Long context: $1.835 per 1M tokens above 128,000 tokens

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.