Model comparison
GLM-5V-Turbo vs Nova 2.0 Pro Preview
GLM-5V-Turbo is the stronger model overall, scoring 43.1 to 32.8 on the Noometry Index.
Last verified . 0 shared benchmarks.
Summary
- The widest gap is in reasoning, where GLM-5V-Turbo leads 28.5 to 21.7.
Side by side
| GLM-5V-Turbo | Nova 2.0 Pro Preview | |
|---|---|---|
| Provider | Z.ai (Zhipu) | Amazon |
| Noometry Index | 43.1 | 32.8 |
| Released | 2026-04-01 | 2025-12-02 |
| Weights | Proprietary | Proprietary |
| Context window | 200K | — |
| Max output | 131K | — |
| Input $ / M tokens | $1.20 | — |
| Output $ / M tokens | $4 | — |
| Results tracked | 19 | 3 |
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Category by category
Coding GLM-5V-Turbo leads
GLM-5V-Turbo: 41.8 (#105), Nova 2.0 Pro Preview: 40.2 (#130)
| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena WebDev | 1400 | — |
| SciCode | — | 42.7% |
| LMArena Coding | 1467 | — |
Agentic & Tool Use Not comparable
GLM-5V-Turbo: —, Nova 2.0 Pro Preview: 21.9 (#127)
| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| GDP.pdf | — | 2% |
Reasoning GLM-5V-Turbo leads
GLM-5V-Turbo: 28.5 (#87), Nova 2.0 Pro Preview: 21.7 (#189)
| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| CritPt | — | 0% |
| LMArena Hard Prompts | 1443 | — |
Math Not comparable
GLM-5V-Turbo: 36.6 (#109), Nova 2.0 Pro Preview: —
| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Math | 1440 | — |
Knowledge Not comparable
GLM-5V-Turbo: 39.9 (#113), Nova 2.0 Pro Preview: —
| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Expert | 1451 | — |
Multimodal Not comparable
GLM-5V-Turbo: 40.1 (#41), Nova 2.0 Pro Preview: —
| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Vision | 1264 | — |
| LMArena Document | 1416 | — |
Multilingual Not comparable
GLM-5V-Turbo: 53.2 (#69), Nova 2.0 Pro Preview: —
| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Non-English | 1420 | — |
| LMArena Chinese | 1488 | — |
| LMArena French | 1443 | — |
| LMArena German | 1422 | — |
| LMArena Korean | 1399 | — |
| LMArena Russian | 1432 | — |
| LMArena Spanish | 1446 | — |
Instruction Following Not comparable
GLM-5V-Turbo: 75.1 (#75), Nova 2.0 Pro Preview: —
| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Instruction Following | 1422 | — |
Long Context Not comparable
GLM-5V-Turbo: 44.0 (#76), Nova 2.0 Pro Preview: —
| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Longer Query | 1439 | — |
Writing & Preference Not comparable
GLM-5V-Turbo: 62.6 (#69), Nova 2.0 Pro Preview: —
| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Text | 1437 | — |
| LMArena Creative Writing | 1414 | — |
| LMArena Multi-Turn | 1432 | — |
Frequently asked questions
Is GLM-5V-Turbo better than Nova 2.0 Pro Preview?
GLM-5V-Turbo is the stronger model overall, scoring 43.1 to 32.8 on the Noometry Index.
Is GLM-5V-Turbo or Nova 2.0 Pro Preview better for coding?
GLM-5V-Turbo scores higher on coding benchmarks: 41.8 versus 40.2 in the Noometry coding category.
How many benchmarks do GLM-5V-Turbo and Nova 2.0 Pro Preview share?
0 benchmarks have published results for both models. GLM-5V-Turbo has 19 scored results on Noometry and Nova 2.0 Pro Preview has 3.