Model comparison

Gemini 3 Pro vs GLM-4.7-Flash

Gemini 3 Pro is the stronger model overall, scoring 54.7 to 38.4 on the Noometry Index.

Last verified . 21 shared benchmarks.

Gemini 3 Pro Google

54.7

Rank #23 Confirmed

GLM-4.7-Flash Z.ai (Zhipu)

38.4

Rank #175 Confirmed

Summary

  • They share 21 benchmarks with published results for both. Gemini 3 Pro scores higher in 8 categories and GLM-4.7-Flash in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Gemini 3 Pro leads 52.5 to 20.2.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 91.4% for Gemini 3 Pro and 58.3% for GLM-4.7-Flash.
  • GLM-4.7-Flash has downloadable open weights; the other is API-only.

Side by side

Gemini 3 Pro and GLM-4.7-Flash specifications
Gemini 3 ProGLM-4.7-Flash
ProviderGoogleZ.ai (Zhipu)
Noometry Index54.738.4
Released2025-11-182026-01-19
WeightsProprietaryOpen
Context window—200K
Max output—131K
Input $ / M tokens—$0.06
Output $ / M tokens—$0.40
Results tracked6721

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Category by category

Coding Gemini 3 Pro leads

Gemini 3 Pro: 52.1 (#33), GLM-4.7-Flash: 40.0 (#133)

Coding benchmarks
BenchmarkGemini 3 ProGLM-4.7-Flash
LMArena Coding14821383
SWE-bench Verified72.9%—
SWE-bench Verified (bash only)74.2%—
LMArena WebDev1439—
SWE-bench Multilingual68.7%—
GSO18.6%—
WeirdML69.9%—
ALE-Bench1,177—
AlgoTune1.83—

Agentic & Tool Use Not comparable

Gemini 3 Pro: 40.5 (#21), GLM-4.7-Flash: —

Agentic & Tool Use benchmarks
BenchmarkGemini 3 ProGLM-4.7-Flash
Terminal-Bench69.4%—
Berkeley Function Calling Leaderboard72.5%—
GDPval40.3%—
Remote Labor Index1.3%—
τ²-bench Airline80.5%—
τ²-bench Banking18%—
τ²-bench Retail75.9%—
τ²-bench Telecom91%—
DeepResearch Bench46.3%—
BALROG58.1%—
LMArena Search1207—
METR Time Horizons71%—
Vending-Bench 25,478—

Reasoning Gemini 3 Pro leads

Gemini 3 Pro: 52.5 (#28), GLM-4.7-Flash: 20.2 (#224)

Reasoning benchmarks
BenchmarkGemini 3 ProGLM-4.7-Flash
Chess Puzzles31%0%
LMArena Hard Prompts14811356
ARC-AGI-231.1%—
SimpleBench76.4%—
Kagi LLM Benchmark80.1%—
NYT Connections (extended)94.4%—
ARC-AGI-175%—
CritPt6.9%—
EnigmaEval18.2%—
Epoch Capabilities Index152.96—
ForecastBench61.2—

Math Gemini 3 Pro leads

Gemini 3 Pro: 48.8 (#50), GLM-4.7-Flash: 34.4 (#159)

Math benchmarks
BenchmarkGemini 3 ProGLM-4.7-Flash
OTIS Mock AIME 2024-202591.4%58.3%
LMArena Math14751354
MathArena Final-Answer Competitions67%—
ProofBench20%—
Omni-MATH55.5%—
FrontierMath (Feb 2025 set)37.6%—
FrontierMath Tier 4 (v1)18.8%—

Knowledge Gemini 3 Pro leads

Gemini 3 Pro: 64.3 (#15), GLM-4.7-Flash: 35.4 (#177)

Knowledge benchmarks
BenchmarkGemini 3 ProGLM-4.7-Flash
GPQA Diamond92.6%60.5%
Vectara Hallucination Rate13.6%9.3%
LMArena Expert14751357
Humanity's Last Exam37.5%—
MMLU-Pro90.3%—
GPQA (HELM)80.3%—

Multimodal Not comparable

Gemini 3 Pro: 56.9 (#1), GLM-4.7-Flash: —

Multimodal benchmarks
BenchmarkGemini 3 ProGLM-4.7-Flash
LMArena Vision1305—
GeoBench84%—
VPCT91%—
LMArena Document1434—

Multilingual Gemini 3 Pro leads

Gemini 3 Pro: 57.1 (#14), GLM-4.7-Flash: 46.8 (#152)

Multilingual benchmarks
BenchmarkGemini 3 ProGLM-4.7-Flash
LMArena Non-English14741331
LMArena Chinese15221403
LMArena French14921332
LMArena German15171336
LMArena Korean14491284
LMArena Russian14931333
LMArena Spanish14681351
LMArena Japanese1513—

Instruction Following Gemini 3 Pro leads

Gemini 3 Pro: 76.4 (#42), GLM-4.7-Flash: 70.3 (#162)

Instruction Following benchmarks
BenchmarkGemini 3 ProGLM-4.7-Flash
LMArena Instruction Following14581327
IFEval87.7%—

Long Context Gemini 3 Pro leads

Gemini 3 Pro: 44.0 (#75), GLM-4.7-Flash: 40.9 (#143)

Long Context benchmarks
BenchmarkGemini 3 ProGLM-4.7-Flash
LMArena Longer Query14721345
CL-bench15.8%—

Writing & Preference Gemini 3 Pro leads

Gemini 3 Pro: 66.6 (#34), GLM-4.7-Flash: 47.7 (#206)

Writing & Preference benchmarks
BenchmarkGemini 3 ProGLM-4.7-Flash
LMArena Text14791351
LMArena Creative Writing14821297
EQ-Bench Creative Writing15251125
LMArena Multi-Turn14841342
WildBench85.9%—

Frequently asked questions

Is Gemini 3 Pro better than GLM-4.7-Flash?

Gemini 3 Pro is the stronger model overall, scoring 54.7 to 38.4 on the Noometry Index.

Is Gemini 3 Pro or GLM-4.7-Flash better for coding?

Gemini 3 Pro scores higher on coding benchmarks: 52.1 versus 40.0 in the Noometry coding category.

How many benchmarks do Gemini 3 Pro and GLM-4.7-Flash share?

21 benchmarks have published results for both models. Gemini 3 Pro has 67 scored results on Noometry and GLM-4.7-Flash has 21.

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