GLM-5.2 vs Gemini 3.1 Pro Preview

Change models
IndexAll categories, out of 100.
60.6 ±3.8
61.5 ±3.6 best
GapIndex points below the top.
−0.9 · no clear gap
Top
CoverageIndex weight that has results.
85%
95% best
SpeedOutput tokens per second.
111/s best
77/s
EloLMArena rating and rank.
1469
1480 best
ReleasedMonth of release.
2026-06
2026-02
Input / 1MUS dollars per 1M input tokens.
<$0.01 best
$2.00
Output / 1MUS dollars per 1M output tokens.
$6.80 best
$12.00
Batch output / 1MBatch price per 1M output tokens.
$0.989 best
$6.00
1K chats2K tokens in, 500 out, each.
$3.41 best
$10.00
1K documents20K tokens in, 1K out, each.
$6.94 best
$52.00
1K agent tasks200K tokens in, 20K out, each.
$137.40 best
$640.00
ContextMaximum tokens in one request.
1.05M
1.05M
AgenticMulti-step tasks with tools.
61.7 best
52.5
CodingCode writing and repair.
63.5 best
58.8
ReasoningLogic problems and puzzles.
58.6
69.8 best
MultimodalTasks with images and text.
—
69.9
KnowledgeFacts and expert knowledge.
55.7
65.0 best
MultilingualTasks in many languages.
—
—
InstructionTasks with strict prompt rules.
55.1
86.6 best
MathMath problems.
59.6
60.4 best

Benchmarks

32 shared
Only GLM-5.2: 45Only Gemini 3.1 Pro Preview: 24
GLM-5.2
Gemini 3.1 Pro Preview
84.1%39 / 149
87.4% best4 / 149
TaxEval v2Finance
73.3% best50 / 143
72.9%56 / 143
69.5%92 / 142
88.5% best6 / 142
85.6%45 / 135
95.5% best1 / 135
MMLU ProKnowledge
86.7%39 / 135
91.0% best4 / 135
22.8%59 / 131
77.1% best21 / 131
CorpFin v2Finance
66.1% best21 / 131
64.5%35 / 131
77.0%55 / 126
98.0% best4 / 126
64.0% best56 / 123
32.0%80 / 123
20.8%53 / 122
88.1% best18 / 122
80.4%51 / 116
97.2% best21 / 116
MedScribeHealthcare
83.5% best46 / 109
76.1%77 / 109
MedCodeHealthcare
40.8%60 / 106
59.1% best2 / 106
31.3% best52 / 90
20.7%67 / 90
SWE-benchCoding
82.8% best18 / 87
78.8%28 / 87
73.7%44 / 80
78.5% best23 / 80
78.6%62 / 80
84.0% best42 / 80
49.7% best46 / 79
43.0%59 / 79
37.9% best33 / 77
17.3%54 / 77
EMBFinance
61.5% best33 / 75
52.6%54 / 75