Model comparison
Amazon Nova Experimental Chat 10 09 vs GLM-4.6V
Amazon Nova Experimental Chat 10 09 and GLM-4.6V score almost the same on the Noometry Index (41.9 vs 41.3), so choose on price, context window or the category you care about most.
Last verified . 9 shared benchmarks.
Summary
- They share 9 benchmarks with published results for both. Amazon Nova Experimental Chat 10 09 scores higher in 0 categories and GLM-4.6V in 6 categories; 3 gaps are clear of the uncertainty.
- GLM-4.6V has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Experimental Chat 10 09 | GLM-4.6V | |
|---|---|---|
| Provider | Amazon | Z.ai (Zhipu) |
| Noometry Index | 41.9 | 41.3 |
| Released | — | 2025-12-08 |
| Weights | Proprietary | Open |
| Context window | — | 128K |
| Max output | — | 33K |
| Input $ / M tokens | — | $0.30 |
| Output $ / M tokens | — | $0.90 |
| Results tracked | 9 | 12 |
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Category by category
Coding Too close to call
Amazon Nova Experimental Chat 10 09: 40.2 (#145), GLM-4.6V: 40.9 (#128)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.6V |
|---|---|---|
| LMArena Coding | 1370 | 1390 |
Reasoning Too close to call
Amazon Nova Experimental Chat 10 09: 27.3 (#120), GLM-4.6V: 27.6 (#115)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.6V |
|---|---|---|
| LMArena Hard Prompts | 1356 | 1368 |
Knowledge Not comparable
Amazon Nova Experimental Chat 10 09: —, GLM-4.6V: 38.0 (#149)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.6V |
|---|---|---|
| LMArena Expert | — | 1371 |
Multimodal Not comparable
Amazon Nova Experimental Chat 10 09: —, GLM-4.6V: 34.8 (#90)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.6V |
|---|---|---|
| LMArena Vision | — | 1164 |
Multilingual GLM-4.6V leads
Amazon Nova Experimental Chat 10 09: 47.3 (#150), GLM-4.6V: 48.6 (#141)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.6V |
|---|---|---|
| LMArena Non-English | 1340 | 1359 |
| LMArena Chinese | 1341 | 1425 |
| LMArena Russian | — | 1340 |
Instruction Following GLM-4.6V leads
Amazon Nova Experimental Chat 10 09: 69.4 (#172), GLM-4.6V: 71.4 (#151)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.6V |
|---|---|---|
| LMArena Instruction Following | 1315 | 1352 |
Long Context Too close to call
Amazon Nova Experimental Chat 10 09: 40.5 (#152), GLM-4.6V: 41.3 (#143)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.6V |
|---|---|---|
| LMArena Longer Query | 1333 | 1358 |
Writing & Preference GLM-4.6V leads
Amazon Nova Experimental Chat 10 09: 54.7 (#149), GLM-4.6V: 56.6 (#137)
| Benchmark | Amazon Nova Experimental Chat 10 09 | GLM-4.6V |
|---|---|---|
| LMArena Text | 1364 | 1377 |
| LMArena Creative Writing | 1307 | 1347 |
| LMArena Multi-Turn | 1355 | 1360 |
Frequently asked questions
Is Amazon Nova Experimental Chat 10 09 better than GLM-4.6V?
Amazon Nova Experimental Chat 10 09 and GLM-4.6V score almost the same on the Noometry Index (41.9 vs 41.3), so choose on price, context window or the category you care about most.
Is Amazon Nova Experimental Chat 10 09 or GLM-4.6V better for coding?
They score almost the same on coding (40.2 vs 40.9); test both on your own repository before choosing.
How many benchmarks do Amazon Nova Experimental Chat 10 09 and GLM-4.6V share?
9 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 09 has 9 scored results on Noometry and GLM-4.6V has 12.