Rankings / Alibaba
Qwen3 5 122B A10b
open weightsreleased 2026-02-24
BenchAtlas Index
as of 2026-07-14
thinking
rank #198
7 families · 4 categories · medium
no reasoning
rank #266
7 families · 4 categories · medium
Benchmark evidence
44 results
agentic coding
| τ²-Bench | thinking | 93.6 % | independent | Artificial Analysis |
| τ²-Bench | no reasoning | 84.5 % | independent | Artificial Analysis |
| τ²-Bench subset=banking | thinking | 13.6 % | independent | Artificial Analysis |
| τ²-Bench subset=banking | no reasoning | 9.1 % | independent | Artificial Analysis |
coding
| SciCode | thinking | 42.0 % | independent | Artificial Analysis |
| SciCode | no reasoning | 35.6 % | independent | Artificial Analysis |
external indices
| AA Coding Index | thinking | 45.7 points | independent | Artificial Analysis |
| AA Coding Index | no reasoning | 43.3 points | independent | Artificial Analysis |
| Intelligence Index v4.1 | thinking | 32.3 points | independent | Artificial Analysis |
| Intelligence Index v4.1 | no reasoning | 27.6 points | independent | Artificial Analysis |
human preference
| Chinese (style control)older version arena=text · category=chinese · style_control=true | 1463.3 1447.9–1478.6 | community | LMArena Leaderboard Dataset | |
| Coding (style control)older version arena=text · category=coding · style_control=true | 1459.4 1452.0–1466.7 | community | LMArena Leaderboard Dataset | |
| French (style control)older version arena=text · category=french · style_control=true | 1451.0 1429.2–1472.8 | community | LMArena Leaderboard Dataset | |
| Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true | 1450.9 1444.7–1457.2 | community | LMArena Leaderboard Dataset | |
| Expert (style control)older version arena=text · category=expert · style_control=true | 1444.9 1432.7–1457.2 | community | LMArena Leaderboard Dataset | |
| Hard Prompts English (style control)older version arena=text · category=hard_prompts_english · style_control=true | 1443.8 1436.9–1450.8 | 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 | 1436.2 1427.2–1445.1 | community | LMArena Leaderboard Dataset | |
| Industry Medicine And Healthcare (style control)older version arena=text · category=industry_medicine_and_healthcare · style_control=true | 1433.0 1419.5–1446.6 | community | LMArena Leaderboard Dataset | |
| Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true | 1432.7 1427.3–1438.1 | community | LMArena Leaderboard Dataset | |
| English (style control)older version arena=text · category=english · style_control=true | 1430.8 1425.0–1436.6 | community | LMArena Leaderboard Dataset | |
| Industry Mathematical (style control)older version arena=text · category=industry_mathematical · style_control=true | 1429.5 1414.2–1444.9 | community | LMArena Leaderboard Dataset | |
| Industry Legal And Government (style control)older version arena=text · category=industry_legal_and_government · style_control=true | 1424.5 1411.5–1437.5 | community | LMArena Leaderboard Dataset | |
| Math (style control)older version arena=text · category=math · style_control=true | 1423.7 1409.7–1437.8 | 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 | 1421.8 1413.3–1430.2 | community | LMArena Leaderboard Dataset | |
| Longer Query (style control)older version arena=text · category=longer_query · style_control=true | 1418.3 1411.7–1424.9 | community | LMArena Leaderboard Dataset | |
| Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true | 1418.3 1409.4–1427.2 | community | LMArena Leaderboard Dataset | |
| Overall (style control) arena=text · category=overall · style_control=true | 1417.1 1412.7–1421.5 | community | LMArena Leaderboard Dataset | |
| Spanish (style control)older version arena=text · category=spanish · style_control=true | 1410.1 1389.2–1431.0 | community | LMArena Leaderboard Dataset | |
| Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true | 1406.7 1399.8–1413.5 | community | LMArena Leaderboard Dataset | |
| Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true | 1404.5 1398.5–1410.4 | community | LMArena Leaderboard Dataset | |
| Non English (style control)older version arena=text · category=non_english · style_control=true | 1398.1 1392.5–1403.6 | community | LMArena Leaderboard Dataset | |
| Russian (style control)older version arena=text · category=russian · style_control=true | 1397.1 1386.1–1408.2 | 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 | 1389.4 1381.6–1397.2 | community | LMArena Leaderboard Dataset | |
| Polish (style control)older version arena=text · category=polish · style_control=true | 1382.7 1358.5–1407.0 | community | LMArena Leaderboard Dataset | |
| Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true | 1366.8 1357.2–1376.3 | 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 | 1366.4 1357.9–1374.9 | community | LMArena Leaderboard Dataset |
knowledge science
| GPQA Diamond implementation=artificial-analysis | thinking | 85.7 % | independent | Artificial Analysis |
| GPQA Diamond implementation=artificial-analysis | no reasoning | 82.7 % | independent | Artificial Analysis |
| Humanity's Last Exam implementation=artificial-analysis | thinking | 23.4 % | independent | Artificial Analysis |
| Humanity's Last Exam implementation=artificial-analysis | no reasoning | 14.8 % | independent | Artificial Analysis |
long context instruction
| AA-LCR | thinking | 66.7 % | independent | Artificial Analysis |
| AA-LCR | no reasoning | 56.0 % | independent | Artificial Analysis |
| IFBench | thinking | 75.7 % | independent | Artificial Analysis |
| IFBench | no reasoning | 50.8 % | independent | Artificial Analysis |
Agent + model results
systems, not bare-model scores
| agent + model Artificial Analysis harness + Qwen3 5 122B A10b | Terminal-Bench 2.1 | 47.6 % | independent | Artificial Analysis |
| agent + model Artificial Analysis harness + Qwen3 5 122B A10b | Terminal-Bench 2.1 | 47.2 % | independent | Artificial Analysis |
| agent + model Artificial Analysis harness + Qwen3 5 122B A10b | Terminal-Bench Hard | 31.1 % | independent | Artificial Analysis |
| agent + model Artificial Analysis harness + Qwen3 5 122B A10b | Terminal-Bench Hard | 29.6 % | independent | Artificial Analysis |
These scores measure the whole agent system (scaffold, tools, budgets) — they are never merged into the bare model’s numbers.