BenchAtlas

Rankings / Alibaba

Qwen3 VL 235B A22b Instruct

open weights

released 2025-09-23

BenchAtlas Index

as of 2026-09-11
30.5
base configuration
rank #374
9 families · 5 categories · high

Benchmark evidence

35 results
agentic coding
τ²-Bench35.1 %independentArtificial Analysis
coding
LiveCodeBench v6
implementation=artificial-analysis
59.4 %independentArtificial Analysis
SciCode35.9 %independentArtificial Analysis
external indices
Intelligence Index v4.19.9 pointsindependentArtificial Analysis
AA Math Index70.7 pointsindependentArtificial Analysis
human preference
Coding (style control)older version
arena=text · category=coding · style_control=true
1464.5
1451.5–1477.6
communityLMArena Leaderboard Dataset
Industry Software And It Services (style control)older version
arena=text · category=industry_software_and_it_services · style_control=true
1454.6
1444.4–1464.7
communityLMArena Leaderboard Dataset
Chinese (style control)older version
arena=text · category=chinese · style_control=true
1454.0
1430.2–1477.7
communityLMArena Leaderboard Dataset
Hard Prompts English (style control)older version
arena=text · category=hard_prompts_english · style_control=true
1449.8
1437.0–1462.6
communityLMArena Leaderboard Dataset
Industry Life And Physical And Social Science (style control)older version
arena=text · category=industry_life_and_physical_and_social_science · style_control=true
1440.8
1425.5–1456.1
communityLMArena Leaderboard Dataset
Industry Business And Management And Financial Operations (style control)older version
arena=text · category=industry_business_and_management_and_financial_operations · style_control=true
1439.9
1426.1–1453.7
communityLMArena Leaderboard Dataset
Expert (style control)older version
arena=text · category=expert · style_control=true
1439.3
1414.3–1464.3
communityLMArena Leaderboard Dataset
Hard Prompts (style control)older version
arena=text · category=hard_prompts · style_control=true
1438.5
1429.8–1447.1
communityLMArena Leaderboard Dataset
Industry Legal And Government (style control)older version
arena=text · category=industry_legal_and_government · style_control=true
1435.8
1413.1–1458.4
communityLMArena Leaderboard Dataset
Industry Medicine And Healthcare (style control)older version
arena=text · category=industry_medicine_and_healthcare · style_control=true
1431.7
1407.1–1456.4
communityLMArena Leaderboard Dataset
English (style control)older version
arena=text · category=english · style_control=true
1425.6
1416.3–1434.9
communityLMArena Leaderboard Dataset
Multi Turn (style control)older version
arena=text · category=multi_turn · style_control=true
1425.2
1410.7–1439.5
communityLMArena Leaderboard Dataset
Longer Query (style control)older version
arena=text · category=longer_query · style_control=true
1421.4
1408.6–1434.2
communityLMArena Leaderboard Dataset
Overall (style control)
arena=text · category=overall · style_control=true
1414.0
1407.4–1420.5
communityLMArena Leaderboard Dataset
Instruction Following (style control)older version
arena=text · category=instruction_following · style_control=true
1410.0
1398.7–1421.3
communityLMArena Leaderboard Dataset
Math (style control)older version
arena=text · category=math · style_control=true
1407.8
1384.9–1430.8
communityLMArena Leaderboard Dataset
Russian (style control)older version
arena=text · category=russian · style_control=true
1405.1
1384.7–1425.4
communityLMArena Leaderboard Dataset
Industry Mathematical (style control)older version
arena=text · category=industry_mathematical · style_control=true
1404.8
1380.4–1429.3
communityLMArena Leaderboard Dataset
Polish (style control)older version
arena=text · category=polish · style_control=true
1404.7
1378.2–1431.2
communityLMArena Leaderboard Dataset
Exclude Ties (style control)older version
arena=text · category=exclude_ties · style_control=true
1400.1
1390.8–1409.4
communityLMArena Leaderboard Dataset
Non English (style control)older version
arena=text · category=non_english · style_control=true
1396.3
1388.0–1404.7
communityLMArena Leaderboard Dataset
Industry Writing And Literature And Language (style control)older version
arena=text · category=industry_writing_and_literature_and_language · style_control=true
1386.8
1373.8–1399.8
communityLMArena Leaderboard Dataset
Industry Entertainment And Sports And Media (style control)older version
arena=text · category=industry_entertainment_and_sports_and_media · style_control=true
1358.0
1343.4–1372.6
communityLMArena Leaderboard Dataset
Creative Writing (style control)older version
arena=text · category=creative_writing · style_control=true
1357.3
1340.3–1374.3
communityLMArena Leaderboard Dataset
knowledge science
GPQA Diamond
implementation=artificial-analysis
71.2 %independentArtificial Analysis
Humanity's Last Exam
implementation=artificial-analysis
6.6 %independentArtificial Analysis
MMLU-Pro
implementation=artificial-analysis
82.3 %independentArtificial Analysis
long context instruction
AA-LCR32.7 %independentArtificial Analysis
IFBench42.6 %independentArtificial Analysis
reasoning math
AIME
year=2025 · implementation=artificial-analysis
70.7 %independentArtificial Analysis

Agent + model results

systems, not bare-model scores
agent + model Artificial Analysis harness + Qwen3 VL 235B A22b InstructTerminal-Bench Hard6.8 %independentArtificial Analysis

These scores measure the whole agent system (scaffold, tools, budgets) — they are never merged into the bare model’s numbers.