Model comparison
Amazon Nova Experimental Chat 10 20 vs GLM-5V-Turbo
GLM-5V-Turbo is the stronger model overall, scoring 43.8 to 42.1 on the Noometry Index.
Last verified . 16 shared benchmarks.
Summary
- They share 16 benchmarks with published results for both. Amazon Nova Experimental Chat 10 20 scores higher in 0 categories and GLM-5V-Turbo in 8 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where GLM-5V-Turbo leads 62.5 to 56.6.
Side by side
| Amazon Nova Experimental Chat 10 20 | GLM-5V-Turbo | |
|---|---|---|
| Provider | Amazon | Z.ai (Zhipu) |
| Noometry Index | 42.1 | 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 | 17 | 19 |
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Category by category
Coding Too close to call
Amazon Nova Experimental Chat 10 20: 41.6 (#123), GLM-5V-Turbo: 42.1 (#111)
| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-5V-Turbo |
|---|---|---|
| LMArena Coding | 1412 | 1466 |
| LMArena WebDev | — | 1401 |
Reasoning GLM-5V-Turbo leads
Amazon Nova Experimental Chat 10 20: 28.4 (#106), GLM-5V-Turbo: 29.7 (#89)
| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-5V-Turbo |
|---|---|---|
| LMArena Hard Prompts | 1396 | 1443 |
Math Too close to call
Amazon Nova Experimental Chat 10 20: 39.0 (#119), GLM-5V-Turbo: 39.4 (#106)
| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-5V-Turbo |
|---|---|---|
| LMArena Math | 1425 | 1441 |
Knowledge GLM-5V-Turbo leads
Amazon Nova Experimental Chat 10 20: 38.5 (#144), GLM-5V-Turbo: 40.6 (#117)
| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-5V-Turbo |
|---|---|---|
| LMArena Expert | 1386 | 1452 |
Multimodal Not comparable
Amazon Nova Experimental Chat 10 20: —, GLM-5V-Turbo: 40.9 (#42)
| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-5V-Turbo |
|---|---|---|
| LMArena Vision | — | 1264 |
| LMArena Document | — | 1416 |
Multilingual GLM-5V-Turbo leads
Amazon Nova Experimental Chat 10 20: 49.5 (#131), GLM-5V-Turbo: 53.0 (#73)
| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-5V-Turbo |
|---|---|---|
| LMArena Non-English | 1372 | 1420 |
| LMArena Chinese | 1404 | 1488 |
| LMArena French | 1425 | 1444 |
| LMArena German | 1391 | 1423 |
| LMArena Korean | 1324 | 1396 |
| LMArena Russian | 1371 | 1431 |
| LMArena Spanish | 1382 | 1450 |
| LMArena Japanese | 1360 | — |
Instruction Following GLM-5V-Turbo leads
Amazon Nova Experimental Chat 10 20: 72.1 (#141), GLM-5V-Turbo: 75.0 (#80)
| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-5V-Turbo |
|---|---|---|
| LMArena Instruction Following | 1365 | 1423 |
Long Context GLM-5V-Turbo leads
Amazon Nova Experimental Chat 10 20: 41.7 (#133), GLM-5V-Turbo: 44.0 (#80)
| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-5V-Turbo |
|---|---|---|
| LMArena Longer Query | 1370 | 1438 |
Writing & Preference GLM-5V-Turbo leads
Amazon Nova Experimental Chat 10 20: 56.6 (#136), GLM-5V-Turbo: 62.5 (#73)
| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-5V-Turbo |
|---|---|---|
| LMArena Text | 1394 | 1437 |
| LMArena Creative Writing | 1318 | 1416 |
| LMArena Multi-Turn | 1364 | 1432 |
Frequently asked questions
Is Amazon Nova Experimental Chat 10 20 better than GLM-5V-Turbo?
GLM-5V-Turbo is the stronger model overall, scoring 43.8 to 42.1 on the Noometry Index.
Is Amazon Nova Experimental Chat 10 20 or GLM-5V-Turbo better for coding?
They score almost the same on coding (41.6 vs 42.1); test both on your own repository before choosing.
How many benchmarks do Amazon Nova Experimental Chat 10 20 and GLM-5V-Turbo share?
16 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 20 has 17 scored results on Noometry and GLM-5V-Turbo has 19.