GLM-5 vs MiniMax M2.7

Change models
GLM-5Z.AI
IndexAll categories, out of 100.
51.6 ±3.6 best
51.2 ±4.5
GapIndex points below the top.
Top
−0.4 · no clear gap
CoverageIndex weight that has results.
90% best
85%
SpeedOutput tokens per second.
45/s best
35/s
EloLMArena rating and rank.
1446 best
1405
ReleasedMonth of release.
2026-02
2026-03
Input / 1MUS dollars per 1M input tokens.
$1.00
$0.21 best
Output / 1MUS dollars per 1M output tokens.
$3.20
$0.84 best
1K chats2K tokens in, 500 out, each.
$3.60
$0.84 best
1K documents20K tokens in, 1K out, each.
$23.20
$5.04 best
1K agent tasks200K tokens in, 20K out, each.
$264.00
$58.80 best
ContextMaximum tokens in one request.
205K best
197K
AgenticMulti-step tasks with tools.
51.6
52.0 best
CodingCode writing and repair.
53.5 best
52.3
ReasoningLogic problems and puzzles.
48.3
49.5 best
MultimodalTasks with images and text.
—
—
KnowledgeFacts and expert knowledge.
51.8 best
50.2
MultilingualTasks in many languages.
52.5
—
InstructionTasks with strict prompt rules.
53.1
59.8 best
MathMath problems.
52.5 best
47.7

Benchmarks

25 shared
Only GLM-5: 38Only MiniMax M2.7: 28
GLM-5
MiniMax M2.7
29.3%84 / 222
29.6% best82 / 222
75.7%92 / 217
78.3% best63 / 217
2.0% best105 / 214
0.6%132 / 214
82.0%92 / 199
87.4% best57 / 199
26.3%96 / 164
26.8% best92 / 164
98.2% best7 / 149
84.8%58 / 149
72.3%37 / 146
75.7% best19 / 146
86.0%55 / 84
87.0% best49 / 84
55.1%55 / 83
56.2% best50 / 83
30.5% best47 / 77
28.0%53 / 77
51.0% best20 / 52
40.4%36 / 52
Claw-EvalAgentic
57.7% best32 / 42
48.7%39 / 42
56.2%24 / 41
57.0% best22 / 41
NL2RepoCoding
35.9%30 / 36
39.8% best27 / 36
95.8% best8 / 34
89.8%26 / 34
65.6%14 / 32
67.6% best10 / 32
14.5% best24 / 30
10.6%27 / 30
86.4% best15 / 27
72.7%23 / 27
ToolathlonAgentic
38.0%18 / 22
46.3% best14 / 22
74.8% best11 / 16
71.4%15 / 16