GLM-4.6 vs GLM-4.7

Change models
IndexAll categories, out of 100.
41.8 ±5.4
50.0 ±4.6 best
GapIndex points below the top.
−8.2
Top
CoverageIndex weight that has results.
85%
85%
SpeedOutput tokens per second.
30/s best
28/s
EloLMArena rating and rank.
1440 best
1435
ReleasedMonth of release.
2025-09
2025-12
Input / 1MUS dollars per 1M input tokens.
$0.50 best
$0.60
Output / 1MUS dollars per 1M output tokens.
$2.00 best
$2.20
1K chats2K tokens in, 500 out, each.
$2.00 best
$2.30
1K documents20K tokens in, 1K out, each.
$12.00 best
$14.20
1K agent tasks200K tokens in, 20K out, each.
$140.00 best
$164.00
ContextMaximum tokens in one request.
205K
205K
AgenticMulti-step tasks with tools.
48.8
48.8
CodingCode writing and repair.
46.7
53.2 best
ReasoningLogic problems and puzzles.
31.1
48.7 best
MultimodalTasks with images and text.
—
—
KnowledgeFacts and expert knowledge.
39.0
50.9 best
MultilingualTasks in many languages.
—
—
InstructionTasks with strict prompt rules.
23.3
52.5 best
MathMath problems.
44.9
49.1 best

Benchmarks

22 shared
Only GLM-4.6: 5Only GLM-4.7: 24
GLM-4.6
GLM-4.7
5.5%172 / 222
27.4% best94 / 222
26.3%188 / 217
71.0% best108 / 217
0.0%150 / 214
1.7% best109 / 214
63.2%149 / 199
85.9% best70 / 199
21.4%124 / 164
29.3% best80 / 164
79.6%95 / 149
83.4% best55 / 149
76.9%73 / 149
95.9% best13 / 149
36.7%118 / 146
67.9% best52 / 146
TaxEval v2Finance
66.2%113 / 143
68.8% best99 / 143
81.0%64 / 142
82.2% best53 / 142
74.5%83 / 135
80.0% best68 / 135
MMLU ProKnowledge
82.2%78 / 135
82.7% best76 / 135
CorpFin v2Finance
56.8% best88 / 131
46.4%113 / 131
AIMEMath
92.7%17 / 95
93.3% best15 / 95
MedQAHealthcare
92.2%34 / 95
93.7% best21 / 95
MGSMMultilingual
89.7% best44 / 74
88.2%53 / 74
3.8% best50 / 69
2.4%53 / 69
28.1%47 / 66
38.2% best36 / 66
IOI v1Coding
4.3%47 / 61
7.6% best38 / 61
2.1% best35 / 55
0.0%45 / 55