Model comparison
Amazon Nova Experimental Chat 10 09 vs GLM-4.5V
Amazon Nova Experimental Chat 10 09 is the stronger model overall, scoring 41.9 to 39.8 on the Noometry Index.
Last verified . 9 shared benchmarks.
Summary
- They share 9 benchmarks with published results for both. Amazon Nova Experimental Chat 10 09 scores higher in 5 categories and GLM-4.5V in 1 category; 2 gaps are clear of the uncertainty.
- GLM-4.5V has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Experimental Chat 10 09 | GLM-4.5V | |
|---|---|---|
| Provider | Amazon | Z.ai (Zhipu) |
| Noometry Index | 41.9 | 39.8 |
| Released | — | 2025-08-11 |
| Weights | Proprietary | Open |
| Context window | — | 64K |
| Max output | — | 16K |
| Input $ / M tokens | — | $0.60 |
| Output $ / M tokens | — | $1.80 |
| Results tracked | 9 | 15 |
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Category by category
Coding Too close to call
Amazon Nova Experimental Chat 10 09: 40.2 (#145), GLM-4.5V: 39.5 (#155)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.5V |
|---|---|---|
| LMArena Coding | 1370 | 1347 |
Reasoning Too close to call
Amazon Nova Experimental Chat 10 09: 27.3 (#120), GLM-4.5V: 27.4 (#119)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.5V |
|---|---|---|
| LMArena Hard Prompts | 1356 | 1334 |
| Kagi LLM Benchmark | — | 59.8% |
Math Not comparable
Amazon Nova Experimental Chat 10 09: —, GLM-4.5V: 37.4 (#159)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.5V |
|---|---|---|
| LMArena Math | — | 1354 |
Knowledge Not comparable
Amazon Nova Experimental Chat 10 09: —, GLM-4.5V: 37.5 (#156)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.5V |
|---|---|---|
| LMArena Expert | — | 1353 |
Multimodal Not comparable
Amazon Nova Experimental Chat 10 09: —, GLM-4.5V: 34.3 (#92)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.5V |
|---|---|---|
| LMArena Vision | — | 1154 |
Multilingual Amazon Nova Experimental Chat 10 09 leads
Amazon Nova Experimental Chat 10 09: 47.3 (#150), GLM-4.5V: 44.6 (#177)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.5V |
|---|---|---|
| LMArena Non-English | 1340 | 1303 |
| LMArena Chinese | 1341 | 1337 |
| LMArena Russian | — | 1298 |
| LMArena Spanish | — | 1336 |
Instruction Following Too close to call
Amazon Nova Experimental Chat 10 09: 69.4 (#172), GLM-4.5V: 69.2 (#175)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.5V |
|---|---|---|
| LMArena Instruction Following | 1315 | 1311 |
Long Context Too close to call
Amazon Nova Experimental Chat 10 09: 40.5 (#152), GLM-4.5V: 39.6 (#171)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.5V |
|---|---|---|
| LMArena Longer Query | 1333 | 1304 |
Writing & Preference Amazon Nova Experimental Chat 10 09 leads
Amazon Nova Experimental Chat 10 09: 54.7 (#149), GLM-4.5V: 52.5 (#170)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.5V |
|---|---|---|
| LMArena Text | 1364 | 1333 |
| LMArena Creative Writing | 1307 | 1295 |
| LMArena Multi-Turn | 1355 | 1332 |
Frequently asked questions
Is Amazon Nova Experimental Chat 10 09 better than GLM-4.5V?
Amazon Nova Experimental Chat 10 09 is the stronger model overall, scoring 41.9 to 39.8 on the Noometry Index.
Is Amazon Nova Experimental Chat 10 09 or GLM-4.5V better for coding?
They score almost the same on coding (40.2 vs 39.5); test both on your own repository before choosing.
How many benchmarks do Amazon Nova Experimental Chat 10 09 and GLM-4.5V share?
9 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 09 has 9 scored results on Noometry and GLM-4.5V has 15.