Model comparison

GLM-5V-Turbo vs Nova Premier 1.0

GLM-5V-Turbo is the stronger model overall, scoring 43.1 to 37.7 on the Noometry Index.

Last verified . 0 shared benchmarks.

GLM-5V-Turbo Z.ai (Zhipu)

43.1

Rank #86 Confirmed

Nova Premier 1.0 Amazon

37.7

Rank #185 Confirmed

Summary

  • The widest gap is in writing & preference, where GLM-5V-Turbo leads 62.6 to 51.0.
  • GLM-5V-Turbo is cheaper at $1.20 / $4 per million input/output tokens, against $2.50 / $12.50 for Nova Premier 1.0.
  • Nova Premier 1.0 accepts more context: 1M tokens versus 200K.

Side by side

GLM-5V-Turbo and Nova Premier 1.0 specifications
GLM-5V-TurboNova Premier 1.0
ProviderZ.ai (Zhipu)Amazon
Noometry Index43.137.7
Released2026-04-012025-04-30
WeightsProprietaryProprietary
Context window200K1M
Max output131K10K
Input $ / M tokens$1.20$2.50
Output $ / M tokens$4$12.50
Results tracked196

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Category by category

Coding Not comparable

GLM-5V-Turbo: 41.8 (#105), Nova Premier 1.0: —

Coding benchmarks
BenchmarkGLM-5V-TurboNova Premier 1.0
LMArena WebDev1400—
LMArena Coding1467—

Reasoning GLM-5V-Turbo leads

GLM-5V-Turbo: 28.5 (#87), Nova Premier 1.0: 22.3 (#182)

Reasoning benchmarks
BenchmarkGLM-5V-TurboNova Premier 1.0
Kagi LLM Benchmark—44.8%
LMArena Hard Prompts1443—

Math GLM-5V-Turbo leads

GLM-5V-Turbo: 36.6 (#109), Nova Premier 1.0: 31.5 (#194)

Math benchmarks
BenchmarkGLM-5V-TurboNova Premier 1.0
Omni-MATH—35%
LMArena Math1440—

Knowledge GLM-5V-Turbo leads

GLM-5V-Turbo: 39.9 (#113), Nova Premier 1.0: 35.4 (#176)

Knowledge benchmarks
BenchmarkGLM-5V-TurboNova Premier 1.0
MMLU-Pro—72.6%
GPQA (HELM)—51.8%
LMArena Expert1451—

Multimodal Not comparable

GLM-5V-Turbo: 40.1 (#41), Nova Premier 1.0: —

Multimodal benchmarks
BenchmarkGLM-5V-TurboNova Premier 1.0
LMArena Vision1264—
LMArena Document1416—

Multilingual Not comparable

GLM-5V-Turbo: 53.2 (#69), Nova Premier 1.0: —

Multilingual benchmarks
BenchmarkGLM-5V-TurboNova Premier 1.0
LMArena Non-English1420—
LMArena Chinese1488—
LMArena French1443—
LMArena German1422—
LMArena Korean1399—
LMArena Russian1432—
LMArena Spanish1446—

Instruction Following GLM-5V-Turbo leads

GLM-5V-Turbo: 75.1 (#75), Nova Premier 1.0: 66.9 (#201)

Instruction Following benchmarks
BenchmarkGLM-5V-TurboNova Premier 1.0
IFEval—80.3%
LMArena Instruction Following1422—

Long Context Not comparable

GLM-5V-Turbo: 44.0 (#76), Nova Premier 1.0: —

Long Context benchmarks
BenchmarkGLM-5V-TurboNova Premier 1.0
LMArena Longer Query1439—

Writing & Preference GLM-5V-Turbo leads

GLM-5V-Turbo: 62.6 (#69), Nova Premier 1.0: 51.0 (#174)

Writing & Preference benchmarks
BenchmarkGLM-5V-TurboNova Premier 1.0
LMArena Text1437—
LMArena Creative Writing1414—
WildBench—78.8%
LMArena Multi-Turn1432—

Frequently asked questions

Is GLM-5V-Turbo better than Nova Premier 1.0?

GLM-5V-Turbo is the stronger model overall, scoring 43.1 to 37.7 on the Noometry Index.

Which is cheaper, GLM-5V-Turbo or Nova Premier 1.0?

GLM-5V-Turbo is cheaper. It lists at $1.20 per million input tokens and $4 per million output tokens; Nova Premier 1.0 lists at $2.50 and $12.50.

Which has the bigger context window?

Nova Premier 1.0 does, with 1M tokens against 200K.

How many benchmarks do GLM-5V-Turbo and Nova Premier 1.0 share?

0 benchmarks have published results for both models. GLM-5V-Turbo has 19 scored results on Noometry and Nova Premier 1.0 has 6.

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