Model comparison

Gemma 4 26B A4B IT vs GLM-5.2

GLM-5.2 is the stronger model overall, scoring 51.1 to 43.5 on the Noometry Index. Gemma 4 26B A4B IT costs 15× less per token, which makes it the better buy when GLM-5.2's lead doesn't matter for your workload.

Last verified . 26 shared benchmarks.

Gemma 4 26B A4B IT Google

43.5

Rank #92 Confirmed

GLM-5.2 Z.ai (Zhipu)

51.1

Rank #44 Confirmed

Summary

  • They share 26 benchmarks with published results for both. Gemma 4 26B A4B IT scores higher in 0 categories and GLM-5.2 in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where GLM-5.2 leads 42.3 to 21.8.
  • The biggest single-benchmark swing is WeirdML: 35.2% for Gemma 4 26B A4B IT and 70.1% for GLM-5.2.
  • Gemma 4 26B A4B IT is cheaper at $0.09 / $0.30 per million input/output tokens, against $1.40 / $4.40 for GLM-5.2.
  • GLM-5.2 accepts more context: 1M tokens versus 262K.

Side by side

Gemma 4 26B A4B IT and GLM-5.2 specifications
Gemma 4 26B A4B ITGLM-5.2
ProviderGoogleZ.ai (Zhipu)
Noometry Index43.551.1
Released2026-04-022026-06-13
WeightsOpenOpen
Context window262K1M
Max output33K131K
Input $ / M tokens$0.09$1.40
Output $ / M tokens$0.30$4.40
Results tracked2851

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Category by category

Coding GLM-5.2 leads

Gemma 4 26B A4B IT: 39.0 (#164), GLM-5.2: 51.3 (#41)

Coding benchmarks
BenchmarkGemma 4 26B A4B ITGLM-5.2
LMArena WebDev13591603
SciCode40%50.5%
WeirdML35.2%70.1%
LMArena Coding14471485
ALE-Bench927.171,047
SWE-bench Verified—78.7%
DeepSWE—43.8%
FrontierCode—24.5%

Agentic & Tool Use Not comparable

Gemma 4 26B A4B IT: —, GLM-5.2: 32.4 (#63)

Agentic & Tool Use benchmarks
BenchmarkGemma 4 26B A4B ITGLM-5.2
APEX-Agents—45.2%
τ²-bench Banking—37.1%
PostTrainBench—31.7%
GBAEval—0%
Vending-Bench 2—8,314

Reasoning GLM-5.2 leads

Gemma 4 26B A4B IT: 21.8 (#213), GLM-5.2: 42.3 (#52)

Reasoning benchmarks
BenchmarkGemma 4 26B A4B ITGLM-5.2
CritPt0%20.9%
Chess Puzzles6%21%
LMArena Hard Prompts14391480
DTBench74.9%93.6%
LMCA29.7%45.8%
Epoch Capabilities Index141.85151.78
ARC-AGI-2—22.8%
SimpleBench—58.8%
Kagi LLM Benchmark—62.6%
NYT Connections (extended)—74.3%
ARC-AGI-1—77%
EBR-Bench—9.5%
Mystery Game Puzzles—19%
Surface Evolver Bench—55.6%

Math GLM-5.2 leads

Gemma 4 26B A4B IT: 47.6 (#67), GLM-5.2: 55.7 (#43)

Math benchmarks
BenchmarkGemma 4 26B A4B ITGLM-5.2
OTIS Mock AIME 2024-202582.2%86.4%
LMArena Math14701482
FrontierMath (Tiers 1-3)—59.2%
FrontierMath Tier 4—29.3%
MathArena Final-Answer Competitions—67.6%
ProofBench—35%

Knowledge GLM-5.2 leads

Gemma 4 26B A4B IT: 45.7 (#85), GLM-5.2: 57.1 (#40)

Knowledge benchmarks
BenchmarkGemma 4 26B A4B ITGLM-5.2
GPQA Diamond73.2%91.9%
LMArena Expert14471486
SimpleQA Verified—34.2%
Vectara Hallucination Rate5.2%—

Multimodal Not comparable

Gemma 4 26B A4B IT: 40.6 (#46), GLM-5.2: —

Multimodal benchmarks
BenchmarkGemma 4 26B A4B ITGLM-5.2
LMArena Vision1260—

Multilingual GLM-5.2 leads

Gemma 4 26B A4B IT: 53.1 (#71), GLM-5.2: 55.8 (#26)

Multilingual benchmarks
BenchmarkGemma 4 26B A4B ITGLM-5.2
LMArena Non-English14211459
LMArena Chinese14951519
LMArena French14601479
LMArena Russian14341466
LMArena Spanish14171477
LMArena German—1468
LMArena Japanese—1451
LMArena Korean—1445

Instruction Following GLM-5.2 leads

Gemma 4 26B A4B IT: 74.8 (#82), GLM-5.2: 76.9 (#34)

Instruction Following benchmarks
BenchmarkGemma 4 26B A4B ITGLM-5.2
LMArena Instruction Following14201465

Long Context GLM-5.2 leads

Gemma 4 26B A4B IT: 43.6 (#91), GLM-5.2: 45.3 (#43)

Long Context benchmarks
BenchmarkGemma 4 26B A4B ITGLM-5.2
LMArena Longer Query14281479

Writing & Preference GLM-5.2 leads

Gemma 4 26B A4B IT: 58.6 (#115), GLM-5.2: 70.4 (#21)

Writing & Preference benchmarks
BenchmarkGemma 4 26B A4B ITGLM-5.2
LMArena Text14341470
LMArena Creative Writing14021462
EQ-Bench Creative Writing13051757
LMArena Multi-Turn14411469
EQ-Bench 4—1222

Frequently asked questions

Is Gemma 4 26B A4B IT better than GLM-5.2?

GLM-5.2 is the stronger model overall, scoring 51.1 to 43.5 on the Noometry Index. Gemma 4 26B A4B IT costs 15× less per token, which makes it the better buy when GLM-5.2's lead doesn't matter for your workload.

Which is cheaper, Gemma 4 26B A4B IT or GLM-5.2?

Gemma 4 26B A4B IT is cheaper. It lists at $0.09 per million input tokens and $0.30 per million output tokens; GLM-5.2 lists at $1.40 and $4.40.

Is Gemma 4 26B A4B IT or GLM-5.2 better for coding?

GLM-5.2 scores higher on coding benchmarks: 51.3 versus 39.0 in the Noometry coding category.

Which has the bigger context window?

GLM-5.2 does, with 1M tokens against 262K.

How many benchmarks do Gemma 4 26B A4B IT and GLM-5.2 share?

26 benchmarks have published results for both models. Gemma 4 26B A4B IT has 28 scored results on Noometry and GLM-5.2 has 51.

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