Rankings / Alibaba
Qwen3 7 Plus
proprietaryreleased 2026-06-01
BenchAtlas Index
as of 2026-09-11
base configuration
rank #115
8 families · 5 categories · high
Benchmark evidence
45 results
agentic coding
| τ²-Bench | 93.0 % | independent | Artificial Analysis | |
| τ²-Bench subset=banking | 17.5 % | independent | Artificial Analysis |
coding
| SciCode | 46.1 % | independent | Artificial Analysis |
external indices
| AA Coding Index | 55.9 points | independent | Artificial Analysis | |
| Intelligence Index v4.1 | 25.8 points | independent | Artificial Analysis | |
| ECI | no reasoning | 147.5 points | independent | Epoch AI Benchmarking Hub |
| ECI | 147.5 points | independent | Epoch AI Benchmarking Hub | |
| Vals Index | 38.6 points | independent | Vals AI |
human preference
| Chinese (style control)older version arena=text · category=chinese · style_control=true | 1504.4 1490.9–1517.8 | community | LMArena Leaderboard Dataset | |
| Coding (style control)older version arena=text · category=coding · style_control=true | 1500.2 1493.5–1506.8 | community | LMArena Leaderboard Dataset | |
| Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true | 1491.2 1485.3–1497.1 | community | LMArena Leaderboard Dataset | |
| Expert (style control)older version arena=text · category=expert · style_control=true | 1487.0 1477.3–1496.7 | community | LMArena Leaderboard Dataset | |
| French (style control)older version arena=text · category=french · style_control=true | 1484.2 1467.3–1501.2 | community | LMArena Leaderboard Dataset | |
| Hard Prompts English (style control)older version arena=text · category=hard_prompts_english · style_control=true | 1478.7 1472.0–1485.4 | community | LMArena Leaderboard Dataset | |
| Industry Mathematical (style control)older version arena=text · category=industry_mathematical · style_control=true | 1478.4 1464.6–1492.2 | community | LMArena Leaderboard Dataset | |
| Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true | 1473.1 1467.9–1478.3 | community | LMArena Leaderboard Dataset | |
| Industry Medicine And Healthcare (style control)older version arena=text · category=industry_medicine_and_healthcare · style_control=true | 1471.4 1459.2–1483.6 | 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 | 1469.9 1461.8–1478.1 | community | LMArena Leaderboard Dataset | |
| German (style control)older version arena=text · category=german · style_control=true | 1467.3 1443.8–1490.8 | community | LMArena Leaderboard Dataset | |
| Math (style control)older version arena=text · category=math · style_control=true | 1466.8 1452.2–1481.5 | community | LMArena Leaderboard Dataset | |
| Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true | 1465.9 1457.8–1474.1 | community | LMArena Leaderboard Dataset | |
| Longer Query (style control)older version arena=text · category=longer_query · style_control=true | 1464.8 1458.9–1470.7 | community | LMArena Leaderboard Dataset | |
| English (style control)older version arena=text · category=english · style_control=true | 1463.4 1457.6–1469.1 | community | LMArena Leaderboard Dataset | |
| Russian (style control)older version arena=text · category=russian · style_control=true | 1457.8 1448.1–1467.4 | community | LMArena Leaderboard Dataset | |
| Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true | 1457.6 1451.8–1463.5 | community | LMArena Leaderboard Dataset | |
| Overall (style control) arena=text · category=overall · style_control=true | 1455.3 1450.8–1459.8 | community | LMArena Leaderboard Dataset | |
| Industry Legal And Government (style control)older version arena=text · category=industry_legal_and_government · style_control=true | 1455.1 1444.2–1466.0 | community | LMArena Leaderboard Dataset | |
| Spanish (style control)older version arena=text · category=spanish · style_control=true | 1450.0 1431.6–1468.4 | community | LMArena Leaderboard Dataset | |
| Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true | 1446.0 1439.9–1452.2 | 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 | 1443.3 1435.7–1450.9 | community | LMArena Leaderboard Dataset | |
| Non English (style control)older version arena=text · category=non_english · style_control=true | 1442.6 1437.3–1447.9 | community | LMArena Leaderboard Dataset | |
| Polish (style control)older version arena=text · category=polish · style_control=true | 1440.2 1419.1–1461.3 | 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 | 1437.9 1430.9–1444.9 | community | LMArena Leaderboard Dataset | |
| Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true | 1431.1 1423.1–1439.1 | community | LMArena Leaderboard Dataset | |
| Japanese (style control)older version arena=text · category=japanese · style_control=true | 1421.4 1395.3–1447.5 | 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 | 1418.5 1411.3–1425.8 | community | LMArena Leaderboard Dataset | |
| Korean (style control)older version arena=text · category=korean · style_control=true | 1410.5 1387.8–1433.1 | community | LMArena Leaderboard Dataset |
knowledge science
| GPQA Diamond implementation=artificial-analysis | 90.0 % | independent | Artificial Analysis | |
| GPQA Diamond | 87.9 % | independent | Epoch AI Benchmarking Hub 2026-08-07 | |
| GPQA Diamond | no reasoning | 81.8 % | independent | Epoch AI Benchmarking Hub 2026-08-07 |
| Humanity's Last Exam implementation=artificial-analysis | 35.6 % | independent | Artificial Analysis |
long context instruction
| AA-LCR | 73.0 % | independent | Artificial Analysis | |
| IFBench | 78.0 % | independent | Artificial Analysis |
reasoning math
| OTIS Mock AIME 2024–2025 | 93.3 % | independent | Epoch AI Benchmarking Hub 2026-08-07 | |
| OTIS Mock AIME 2024–2025 | no reasoning | 80.0 % | independent | Epoch AI Benchmarking Hub 2026-08-07 |
Agent + model results
systems, not bare-model scores
| agent + model Artificial Analysis harness + Qwen3 7 Plus | Terminal-Bench 2.1 | 61.0 % | independent | Artificial Analysis |
| agent + model Artificial Analysis harness + Qwen3 7 Plus | Terminal-Bench Hard | 47.0 % | independent | Artificial Analysis |
These scores measure the whole agent system (scaffold, tools, budgets) — they are never merged into the bare model’s numbers.
