Model comparison
Amazon Nova Experimental Chat 26 02 10 vs GLM-4.5V
Amazon Nova Experimental Chat 26 02 10 is the stronger model overall, scoring 44.5 to 39.8 on the Noometry Index.
Last verified . 12 shared benchmarks.
Summary
- They share 12 benchmarks with published results for both. Amazon Nova Experimental Chat 26 02 10 scores higher in 8 categories and GLM-4.5V in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where Amazon Nova Experimental Chat 26 02 10 leads 54.0 to 44.6.
- GLM-4.5V has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Experimental Chat 26 02 10 | GLM-4.5V | |
|---|---|---|
| Provider | Amazon | Z.ai (Zhipu) |
| Noometry Index | 44.5 | 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 | 12 | 15 |
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Category by category
Coding Amazon Nova Experimental Chat 26 02 10 leads
Amazon Nova Experimental Chat 26 02 10: 43.9 (#82), GLM-4.5V: 39.5 (#155)
| Benchmark | Amazon Nova Experimental Chat 26 02 10 | GLM-4.5V |
|---|---|---|
| LMArena Coding | 1483 | 1347 |
Reasoning Amazon Nova Experimental Chat 26 02 10 leads
Amazon Nova Experimental Chat 26 02 10: 30.1 (#86), GLM-4.5V: 27.4 (#119)
| Benchmark | Amazon Nova Experimental Chat 26 02 10 | GLM-4.5V |
|---|---|---|
| LMArena Hard Prompts | 1458 | 1334 |
| Kagi LLM Benchmark | — | 59.8% |
Math Amazon Nova Experimental Chat 26 02 10 leads
Amazon Nova Experimental Chat 26 02 10: 39.3 (#109), GLM-4.5V: 37.4 (#159)
| Benchmark | Amazon Nova Experimental Chat 26 02 10 | GLM-4.5V |
|---|---|---|
| LMArena Math | 1438 | 1354 |
Knowledge Amazon Nova Experimental Chat 26 02 10 leads
Amazon Nova Experimental Chat 26 02 10: 42.3 (#97), GLM-4.5V: 37.5 (#156)
| Benchmark | Amazon Nova Experimental Chat 26 02 10 | GLM-4.5V |
|---|---|---|
| LMArena Expert | 1506 | 1353 |
Multimodal Not comparable
Amazon Nova Experimental Chat 26 02 10: —, GLM-4.5V: 34.3 (#92)
| Benchmark | Amazon Nova Experimental Chat 26 02 10 | GLM-4.5V |
|---|---|---|
| LMArena Vision | — | 1154 |
Multilingual Amazon Nova Experimental Chat 26 02 10 leads
Amazon Nova Experimental Chat 26 02 10: 54.0 (#50), GLM-4.5V: 44.6 (#177)
| Benchmark | Amazon Nova Experimental Chat 26 02 10 | GLM-4.5V |
|---|---|---|
| LMArena Non-English | 1434 | 1303 |
| LMArena Chinese | 1463 | 1337 |
| LMArena Russian | 1423 | 1298 |
| LMArena Spanish | — | 1336 |
Instruction Following Amazon Nova Experimental Chat 26 02 10 leads
Amazon Nova Experimental Chat 26 02 10: 75.2 (#69), GLM-4.5V: 69.2 (#175)
| Benchmark | Amazon Nova Experimental Chat 26 02 10 | GLM-4.5V |
|---|---|---|
| LMArena Instruction Following | 1427 | 1311 |
Long Context Amazon Nova Experimental Chat 26 02 10 leads
Amazon Nova Experimental Chat 26 02 10: 44.0 (#77), GLM-4.5V: 39.6 (#171)
| Benchmark | Amazon Nova Experimental Chat 26 02 10 | GLM-4.5V |
|---|---|---|
| LMArena Longer Query | 1441 | 1304 |
Writing & Preference Amazon Nova Experimental Chat 26 02 10 leads
Amazon Nova Experimental Chat 26 02 10: 61.8 (#84), GLM-4.5V: 52.5 (#170)
| Benchmark | Amazon Nova Experimental Chat 26 02 10 | GLM-4.5V |
|---|---|---|
| LMArena Text | 1448 | 1333 |
| LMArena Creative Writing | 1368 | 1295 |
| LMArena Multi-Turn | 1442 | 1332 |
Frequently asked questions
Is Amazon Nova Experimental Chat 26 02 10 better than GLM-4.5V?
Amazon Nova Experimental Chat 26 02 10 is the stronger model overall, scoring 44.5 to 39.8 on the Noometry Index.
Is Amazon Nova Experimental Chat 26 02 10 or GLM-4.5V better for coding?
Amazon Nova Experimental Chat 26 02 10 scores higher on coding benchmarks: 43.9 versus 39.5 in the Noometry coding category.
How many benchmarks do Amazon Nova Experimental Chat 26 02 10 and GLM-4.5V share?
12 benchmarks have published results for both models. Amazon Nova Experimental Chat 26 02 10 has 12 scored results on Noometry and GLM-4.5V has 15.