Model comparison
Amazon Nova Experimental Chat 12 10 vs GLM-5V-Turbo
Amazon Nova Experimental Chat 12 10 and GLM-5V-Turbo score almost the same on the Noometry Index (42.9 vs 43.8), so choose on price, context window or the category you care about most.
Last verified . 12 shared benchmarks.
Summary
- They share 12 benchmarks with published results for both. Amazon Nova Experimental Chat 12 10 scores higher in 1 category and GLM-5V-Turbo in 7 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where GLM-5V-Turbo leads 62.5 to 59.5.
Side by side
| Amazon Nova Experimental Chat 12 10 | GLM-5V-Turbo | |
|---|---|---|
| Provider | Amazon | Z.ai (Zhipu) |
| Noometry Index | 42.9 | 43.8 |
| Released | — | 2026-04-01 |
| Weights | Proprietary | Proprietary |
| Context window | — | 200K |
| Max output | — | 131K |
| Input $ / M tokens | — | $1.20 |
| Output $ / M tokens | — | $4 |
| Results tracked | 12 | 19 |
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Category by category
Coding Too close to call
Amazon Nova Experimental Chat 12 10: 42.2 (#110), GLM-5V-Turbo: 42.1 (#111)
| Benchmark | Amazon Nova Experimental Chat 12 10 | GLM-5V-Turbo |
|---|---|---|
| LMArena Coding | 1430 | 1466 |
| LMArena WebDev | — | 1401 |
Reasoning Too close to call
Amazon Nova Experimental Chat 12 10: 29.3 (#94), GLM-5V-Turbo: 29.7 (#89)
| Benchmark | Amazon Nova Experimental Chat 12 10 | GLM-5V-Turbo |
|---|---|---|
| LMArena Hard Prompts | 1427 | 1443 |
Math Too close to call
Amazon Nova Experimental Chat 12 10: 38.9 (#124), GLM-5V-Turbo: 39.4 (#106)
| Benchmark | Amazon Nova Experimental Chat 12 10 | GLM-5V-Turbo |
|---|---|---|
| LMArena Math | 1419 | 1441 |
Knowledge GLM-5V-Turbo leads
Amazon Nova Experimental Chat 12 10: 39.2 (#136), GLM-5V-Turbo: 40.6 (#117)
| Benchmark | Amazon Nova Experimental Chat 12 10 | GLM-5V-Turbo |
|---|---|---|
| LMArena Expert | 1408 | 1452 |
Multimodal Not comparable
Amazon Nova Experimental Chat 12 10: —, GLM-5V-Turbo: 40.9 (#42)
| Benchmark | Amazon Nova Experimental Chat 12 10 | GLM-5V-Turbo |
|---|---|---|
| LMArena Vision | — | 1264 |
| LMArena Document | — | 1416 |
Multilingual GLM-5V-Turbo leads
Amazon Nova Experimental Chat 12 10: 51.4 (#108), GLM-5V-Turbo: 53.0 (#73)
| Benchmark | Amazon Nova Experimental Chat 12 10 | GLM-5V-Turbo |
|---|---|---|
| LMArena Non-English | 1398 | 1420 |
| LMArena Chinese | 1440 | 1488 |
| LMArena Russian | 1395 | 1431 |
| LMArena French | — | 1444 |
| LMArena German | — | 1423 |
| LMArena Korean | — | 1396 |
| LMArena Spanish | — | 1450 |
Instruction Following GLM-5V-Turbo leads
Amazon Nova Experimental Chat 12 10: 73.2 (#123), GLM-5V-Turbo: 75.0 (#80)
| Benchmark | Amazon Nova Experimental Chat 12 10 | GLM-5V-Turbo |
|---|---|---|
| LMArena Instruction Following | 1387 | 1423 |
Long Context GLM-5V-Turbo leads
Amazon Nova Experimental Chat 12 10: 42.4 (#125), GLM-5V-Turbo: 44.0 (#80)
| Benchmark | Amazon Nova Experimental Chat 12 10 | GLM-5V-Turbo |
|---|---|---|
| LMArena Longer Query | 1391 | 1438 |
Writing & Preference GLM-5V-Turbo leads
Amazon Nova Experimental Chat 12 10: 59.5 (#110), GLM-5V-Turbo: 62.5 (#73)
| Benchmark | Amazon Nova Experimental Chat 12 10 | GLM-5V-Turbo |
|---|---|---|
| LMArena Text | 1420 | 1437 |
| LMArena Creative Writing | 1350 | 1416 |
| LMArena Multi-Turn | 1409 | 1432 |
Frequently asked questions
Is Amazon Nova Experimental Chat 12 10 better than GLM-5V-Turbo?
Amazon Nova Experimental Chat 12 10 and GLM-5V-Turbo score almost the same on the Noometry Index (42.9 vs 43.8), so choose on price, context window or the category you care about most.
Is Amazon Nova Experimental Chat 12 10 or GLM-5V-Turbo better for coding?
They score almost the same on coding (42.2 vs 42.1); test both on your own repository before choosing.
How many benchmarks do Amazon Nova Experimental Chat 12 10 and GLM-5V-Turbo share?
12 benchmarks have published results for both models. Amazon Nova Experimental Chat 12 10 has 12 scored results on Noometry and GLM-5V-Turbo has 19.