Rankings / zai
GLM 5v Turbo
proprietaryreleased 2026-04-01
BenchAtlas Index
as of 2026-07-14
thinking
rank #170
7 families · 4 categories · medium
Benchmark evidence
23 results
agentic coding
| τ²-Bench | thinking | 98.5 % | independent | Artificial Analysis |
coding
| SciCode | thinking | 43.5 % | independent | Artificial Analysis |
external indices
| Intelligence Index v4.1 | thinking | 34.5 points | independent | Artificial Analysis |
human preference
| Coding (style control)older version arena=text · category=coding · style_control=true | 1500.9 1483.2–1518.7 | community | LMArena Leaderboard Dataset | |
| Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true | 1487.4 1472.5–1502.2 | community | LMArena Leaderboard Dataset | |
| Hard Prompts English (style control)older version arena=text · category=hard_prompts_english · style_control=true | 1468.3 1451.0–1485.6 | community | LMArena Leaderboard Dataset | |
| Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true | 1459.4 1447.6–1471.1 | community | LMArena Leaderboard Dataset | |
| English (style control)older version arena=text · category=english · style_control=true | 1456.7 1442.9–1470.5 | community | LMArena Leaderboard Dataset | |
| Longer Query (style control)older version arena=text · category=longer_query · style_control=true | 1453.5 1438.9–1468.1 | 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 | 1446.6 1423.0–1470.2 | community | LMArena Leaderboard Dataset | |
| Overall (style control) arena=text · category=overall · style_control=true | 1440.9 1431.5–1450.3 | community | LMArena Leaderboard Dataset | |
| Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true | 1436.9 1413.8–1460.1 | community | LMArena Leaderboard Dataset | |
| Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true | 1436.7 1423.9–1449.5 | 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 | 1432.0 1411.5–1452.5 | community | LMArena Leaderboard Dataset | |
| Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true | 1427.0 1410.7–1443.4 | community | LMArena Leaderboard Dataset | |
| Non English (style control)older version arena=text · category=non_english · style_control=true | 1423.5 1411.0–1435.9 | 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 | 1415.6 1396.6–1434.7 | 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 | 1398.4 1378.6–1418.2 | community | LMArena Leaderboard Dataset | |
| Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true | 1396.4 1373.4–1419.4 | community | LMArena Leaderboard Dataset |
knowledge science
| GPQA Diamond implementation=artificial-analysis | thinking | 80.9 % | independent | Artificial Analysis |
| Humanity's Last Exam implementation=artificial-analysis | thinking | 15.8 % | independent | Artificial Analysis |
long context instruction
| AA-LCR | thinking | 61.0 % | independent | Artificial Analysis |
| IFBench | thinking | 61.1 % | independent | Artificial Analysis |
Agent + model results
systems, not bare-model scores
| agent + model Artificial Analysis harness + GLM 5v Turbo | Terminal-Bench Hard | 32.6 % | independent | Artificial Analysis |
These scores measure the whole agent system (scaffold, tools, budgets) — they are never merged into the bare model’s numbers.
