Rankings / Alibaba
Qwen3 30B A3b
open weightsreleased 2025-04-28
BenchAtlas Index
as of 2026-07-14
thinking
rank #365
10 families · 5 categories · high
no reasoning
rank #400
10 families · 5 categories · high
Benchmark evidence
52 results
agentic coding
| τ²-Bench | thinking | 26.0 % | independent | Artificial Analysis |
| τ²-Bench | no reasoning | 22.2 % | independent | Artificial Analysis |
coding
| LiveCodeBench v6 implementation=artificial-analysis | thinking | 50.6 % | independent | Artificial Analysis |
| LiveCodeBench v6 implementation=artificial-analysis | no reasoning | 32.2 % | independent | Artificial Analysis |
| SciCode | thinking | 28.5 % | independent | Artificial Analysis |
| SciCode | no reasoning | 26.4 % | independent | Artificial Analysis |
external indices
| Intelligence Index v4.1 | thinking | 9.3 points | independent | Artificial Analysis |
| Intelligence Index v4.1 | no reasoning | 6.8 points | independent | Artificial Analysis |
| AA Math Index | thinking | 72.3 points | independent | Artificial Analysis |
| AA Math Index | no reasoning | 21.7 points | independent | Artificial Analysis |
human preference
| Coding (style control)older version arena=text · category=coding · style_control=true | 1386.6 1377.8–1395.4 | community | LMArena Leaderboard Dataset | |
| Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true | 1371.4 1364.5–1378.3 | community | LMArena Leaderboard Dataset | |
| Chinese (style control)older version arena=text · category=chinese · style_control=true | 1370.3 1353.5–1387.1 | community | LMArena Leaderboard Dataset | |
| Industry Mathematical (style control)older version arena=text · category=industry_mathematical · style_control=true | 1367.5 1353.0–1381.9 | community | LMArena Leaderboard Dataset | |
| Hard Prompts English (style control)older version arena=text · category=hard_prompts_english · style_control=true | 1362.3 1354.3–1370.4 | community | LMArena Leaderboard Dataset | |
| Math (style control)older version arena=text · category=math · style_control=true | 1352.7 1339.0–1366.3 | community | LMArena Leaderboard Dataset | |
| English (style control)older version arena=text · category=english · style_control=true | 1346.4 1340.4–1352.3 | community | LMArena Leaderboard Dataset | |
| Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true | 1345.2 1338.8–1351.5 | community | LMArena Leaderboard Dataset | |
| Expert (style control)older version arena=text · category=expert · style_control=true | 1343.2 1326.7–1359.8 | community | LMArena Leaderboard Dataset | |
| Longer Query (style control)older version arena=text · category=longer_query · style_control=true | 1339.3 1330.4–1348.2 | community | LMArena Leaderboard Dataset | |
| Industry Medicine And Healthcare (style control)older version arena=text · category=industry_medicine_and_healthcare · style_control=true | 1337.0 1322.1–1352.0 | community | LMArena 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 | 1332.8 1323.7–1341.9 | community | LMArena 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 | 1329.8 1320.3–1339.3 | community | LMArena Leaderboard Dataset | |
| Overall (style control) arena=text · category=overall · style_control=true | 1327.3 1322.6–1332.0 | community | LMArena Leaderboard Dataset | |
| Industry Legal And Government (style control)older version arena=text · category=industry_legal_and_government · style_control=true | 1322.8 1309.0–1336.7 | community | LMArena Leaderboard Dataset | |
| Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true | 1320.5 1311.4–1329.6 | community | LMArena Leaderboard Dataset | |
| Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true | 1311.5 1303.7–1319.4 | community | LMArena Leaderboard Dataset | |
| Russian (style control)older version arena=text · category=russian · style_control=true | 1306.8 1293.8–1319.9 | community | LMArena Leaderboard Dataset | |
| Industry Writing And Literature And Language (style control)older version arena=text · category=industry_writing_and_literature_and_language · style_control=true | 1304.7 1296.7–1312.7 | community | LMArena Leaderboard Dataset | |
| Polish (style control)older version arena=text · category=polish · style_control=true | 1304.2 1290.2–1318.2 | community | LMArena Leaderboard Dataset | |
| German (style control)older version arena=text · category=german · style_control=true | 1303.8 1281.7–1325.8 | community | LMArena Leaderboard Dataset | |
| Non English (style control)older version arena=text · category=non_english · style_control=true | 1303.6 1297.8–1309.5 | community | LMArena Leaderboard Dataset | |
| Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true | 1284.3 1273.9–1294.7 | community | LMArena Leaderboard Dataset | |
| Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true | 1275.9 1269.2–1282.6 | community | LMArena Leaderboard Dataset | |
| Industry Entertainment And Sports And Media (style control)older version arena=text · category=industry_entertainment_and_sports_and_media · style_control=true | 1271.1 1262.2–1280.0 | community | LMArena Leaderboard Dataset | |
| Japanese (style control)older version arena=text · category=japanese · style_control=true | 1251.2 1228.0–1274.4 | community | LMArena Leaderboard Dataset |
knowledge science
| GPQA Diamond implementation=artificial-analysis | thinking | 61.6 % | independent | Artificial Analysis |
| GPQA Diamond implementation=artificial-analysis | no reasoning | 51.5 % | independent | Artificial Analysis |
| Humanity's Last Exam implementation=artificial-analysis | thinking | 6.6 % | independent | Artificial Analysis |
| Humanity's Last Exam implementation=artificial-analysis | no reasoning | 4.6 % | independent | Artificial Analysis |
| MMLU-Pro implementation=artificial-analysis | thinking | 77.7 % | independent | Artificial Analysis |
| MMLU-Pro implementation=artificial-analysis | no reasoning | 71.0 % | independent | Artificial Analysis |
long context instruction
| AA-LCR | no reasoning | 0.0 % | independent | Artificial Analysis |
| AA-LCR | thinking | 0.0 % | independent | Artificial Analysis |
| IFBench | thinking | 41.5 % | independent | Artificial Analysis |
| IFBench | no reasoning | 31.9 % | independent | Artificial Analysis |
reasoning math
| AIME implementation=artificial-analysis | thinking | 75.3 % | independent | Artificial Analysis |
| AIME year=2025 · implementation=artificial-analysis | thinking | 72.3 % | independent | Artificial Analysis |
| AIME implementation=artificial-analysis | no reasoning | 26.0 % | independent | Artificial Analysis |
| AIME year=2025 · implementation=artificial-analysis | no reasoning | 21.7 % | independent | Artificial Analysis |
| MATH-500 implementation=artificial-analysis | thinking | 95.9 % | independent | Artificial Analysis |
| MATH-500 implementation=artificial-analysis | no reasoning | 86.3 % | independent | Artificial Analysis |
Agent + model results
systems, not bare-model scores
| agent + model Artificial Analysis harness + Qwen3 30B A3b | Terminal-Bench Hard | 6.8 % | independent | Artificial Analysis |
| agent + model Artificial Analysis harness + Qwen3 30B A3b | Terminal-Bench Hard | 2.3 % | independent | Artificial Analysis |
These scores measure the whole agent system (scaffold, tools, budgets) — they are never merged into the bare model’s numbers.
