Rankings / zai
GLM 4.7 Flash
open weightsreleased 2026-01-19
BenchAtlas Index
as of 2026-07-14
thinking
rank #295
7 families · 4 categories · medium
no reasoning
rank #335
7 families · 4 categories · medium
Benchmark evidence
35 results
agentic coding
| τ²-Bench | thinking | 98.8 % | independent | Artificial Analysis |
| τ²-Bench | no reasoning | 91.8 % | independent | Artificial Analysis |
coding
| SciCode | thinking | 33.7 % | independent | Artificial Analysis |
| SciCode | no reasoning | 25.5 % | independent | Artificial Analysis |
external indices
| Intelligence Index v4.1 | thinking | 22.9 points | independent | Artificial Analysis |
| Intelligence Index v4.1 | no reasoning | 15.5 points | independent | Artificial Analysis |
human preference
| Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true | 1424.1 1415.1–1433.1 | community | LMArena Leaderboard Dataset | |
| Coding (style control)older version arena=text · category=coding · style_control=true | 1423.4 1412.2–1434.6 | community | LMArena Leaderboard Dataset | |
| Hard Prompts English (style control)older version arena=text · category=hard_prompts_english · style_control=true | 1404.5 1394.1–1415.0 | community | LMArena Leaderboard Dataset | |
| English (style control)older version arena=text · category=english · style_control=true | 1395.2 1387.1–1403.3 | community | LMArena Leaderboard Dataset | |
| Expert (style control)older version arena=text · category=expert · style_control=true | 1389.9 1369.6–1410.1 | community | LMArena Leaderboard Dataset | |
| Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true | 1386.9 1379.4–1394.3 | 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 | 1383.8 1370.0–1397.5 | community | LMArena Leaderboard Dataset | |
| Industry Legal And Government (style control)older version arena=text · category=industry_legal_and_government · style_control=true | 1380.6 1360.7–1400.5 | community | LMArena Leaderboard Dataset | |
| Longer Query (style control)older version arena=text · category=longer_query · style_control=true | 1373.6 1363.1–1384.1 | community | LMArena Leaderboard Dataset | |
| Industry Medicine And Healthcare (style control)older version arena=text · category=industry_medicine_and_healthcare · style_control=true | 1370.2 1349.0–1391.4 | 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 | 1369.8 1357.3–1382.4 | community | LMArena Leaderboard Dataset | |
| Overall (style control) arena=text · category=overall · style_control=true | 1368.1 1362.3–1373.9 | community | LMArena Leaderboard Dataset | |
| Math (style control)older version arena=text · category=math · style_control=true | 1366.1 1344.7–1387.4 | community | LMArena Leaderboard Dataset | |
| Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true | 1363.7 1350.9–1376.6 | community | LMArena Leaderboard Dataset | |
| Russian (style control)older version arena=text · category=russian · style_control=true | 1351.1 1335.6–1366.6 | community | LMArena Leaderboard Dataset | |
| Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true | 1351.1 1340.7–1361.5 | community | LMArena Leaderboard Dataset | |
| Non English (style control)older version arena=text · category=non_english · style_control=true | 1340.8 1333.2–1348.4 | 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 | 1334.4 1322.6–1346.2 | community | LMArena Leaderboard Dataset | |
| Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true | 1331.7 1323.0–1340.3 | 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 | 1321.2 1308.1–1334.3 | community | LMArena Leaderboard Dataset | |
| Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true | 1312.8 1298.8–1326.8 | community | LMArena Leaderboard Dataset |
knowledge science
| GPQA Diamond implementation=artificial-analysis | thinking | 58.1 % | independent | Artificial Analysis |
| GPQA Diamond implementation=artificial-analysis | no reasoning | 45.2 % | independent | Artificial Analysis |
| Humanity's Last Exam implementation=artificial-analysis | thinking | 7.1 % | independent | Artificial Analysis |
| Humanity's Last Exam implementation=artificial-analysis | no reasoning | 4.9 % | independent | Artificial Analysis |
long context instruction
| AA-LCR | thinking | 35.0 % | independent | Artificial Analysis |
| AA-LCR | no reasoning | 14.7 % | independent | Artificial Analysis |
| IFBench | thinking | 60.8 % | independent | Artificial Analysis |
| IFBench | no reasoning | 46.3 % | independent | Artificial Analysis |
Agent + model results
systems, not bare-model scores
| agent + model Artificial Analysis harness + GLM 4.7 Flash | Terminal-Bench Hard | 22.0 % | independent | Artificial Analysis |
| agent + model Artificial Analysis harness + GLM 4.7 Flash | Terminal-Bench Hard | 3.8 % | independent | Artificial Analysis |
These scores measure the whole agent system (scaffold, tools, budgets) — they are never merged into the bare model’s numbers.