Model comparison
Amazon Nova Experimental Chat 26 01 10 vs GLM-4.5
Amazon Nova Experimental Chat 26 01 10 and GLM-4.5 score almost the same on the Noometry Index (42.8 vs 42.0), so choose on price, context window or the category you care about most.
Last verified . 13 shared benchmarks.
Summary
- They share 13 benchmarks with published results for both. Amazon Nova Experimental Chat 26 01 10 scores higher in 4 categories and GLM-4.5 in 4 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in long context, where Amazon Nova Experimental Chat 26 01 10 leads 42.7 to 38.2.
- GLM-4.5 has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Experimental Chat 26 01 10 | GLM-4.5 | |
|---|---|---|
| Provider | Amazon | Z.ai (Zhipu) |
| Noometry Index | 42.8 | 42.0 |
| Released | — | 2025-07-27 |
| Weights | Proprietary | Open |
| Context window | — | 131K |
| Max output | — | 98K |
| Input $ / M tokens | — | $0.60 |
| Output $ / M tokens | — | $2.20 |
| Results tracked | 13 | 27 |
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Category by category
Coding Amazon Nova Experimental Chat 26 01 10 leads
Amazon Nova Experimental Chat 26 01 10: 42.7 (#96), GLM-4.5: 41.4 (#125)
| Benchmark | Amazon Nova Experimental Chat 26 01 10 | GLM-4.5 |
|---|---|---|
| LMArena Coding | 1447 | 1434 |
| SWE-bench Verified (bash only) | — | 54.2% |
| WeirdML | — | 40.6% |
| ALE-Bench | — | 344.82 |
| AlgoTune | — | 1.52 |
Reasoning Too close to call
Amazon Nova Experimental Chat 26 01 10: 28.9 (#98), GLM-4.5: 28.6 (#100)
| Benchmark | Amazon Nova Experimental Chat 26 01 10 | GLM-4.5 |
|---|---|---|
| LMArena Hard Prompts | 1415 | 1429 |
| Kagi LLM Benchmark | — | 57.9% |
Math Too close to call
Amazon Nova Experimental Chat 26 01 10: 38.5 (#136), GLM-4.5: 39.0 (#116)
| Benchmark | Amazon Nova Experimental Chat 26 01 10 | GLM-4.5 |
|---|---|---|
| LMArena Math | 1404 | 1427 |
Knowledge Amazon Nova Experimental Chat 26 01 10 leads
Amazon Nova Experimental Chat 26 01 10: 40.3 (#120), GLM-4.5: 35.9 (#179)
| Benchmark | Amazon Nova Experimental Chat 26 01 10 | GLM-4.5 |
|---|---|---|
| LMArena Expert | 1444 | 1433 |
| Humanity's Last Exam | — | 8.3% |
| Confabulations | — | 11.3% |
Multilingual GLM-4.5 leads
Amazon Nova Experimental Chat 26 01 10: 50.2 (#126), GLM-4.5: 52.8 (#77)
| Benchmark | Amazon Nova Experimental Chat 26 01 10 | GLM-4.5 |
|---|---|---|
| LMArena Non-English | 1381 | 1417 |
| LMArena Chinese | 1372 | 1465 |
| LMArena Russian | 1391 | 1414 |
| LMArena Spanish | 1390 | 1454 |
| LMArena French | — | 1418 |
| LMArena German | — | 1407 |
| LMArena Japanese | — | 1415 |
| LMArena Korean | — | 1380 |
Instruction Following GLM-4.5 leads
Amazon Nova Experimental Chat 26 01 10: 72.9 (#126), GLM-4.5: 74.1 (#104)
| Benchmark | Amazon Nova Experimental Chat 26 01 10 | GLM-4.5 |
|---|---|---|
| LMArena Instruction Following | 1381 | 1404 |
Long Context Amazon Nova Experimental Chat 26 01 10 leads
Amazon Nova Experimental Chat 26 01 10: 42.7 (#119), GLM-4.5: 38.2 (#201)
| Benchmark | Amazon Nova Experimental Chat 26 01 10 | GLM-4.5 |
|---|---|---|
| LMArena Longer Query | 1400 | 1412 |
| Fiction.LiveBench | — | 58.3% |
Writing & Preference Too close to call
Amazon Nova Experimental Chat 26 01 10: 57.4 (#129), GLM-4.5: 57.5 (#127)
| Benchmark | Amazon Nova Experimental Chat 26 01 10 | GLM-4.5 |
|---|---|---|
| LMArena Text | 1396 | 1430 |
| LMArena Creative Writing | 1331 | 1395 |
| LMArena Multi-Turn | 1380 | 1415 |
| Short-Story Creative Writing | — | 73.4% |
| EQ-Bench Creative Writing | — | 1343 |
Frequently asked questions
Is Amazon Nova Experimental Chat 26 01 10 better than GLM-4.5?
Amazon Nova Experimental Chat 26 01 10 and GLM-4.5 score almost the same on the Noometry Index (42.8 vs 42.0), so choose on price, context window or the category you care about most.
Is Amazon Nova Experimental Chat 26 01 10 or GLM-4.5 better for coding?
Amazon Nova Experimental Chat 26 01 10 scores higher on coding benchmarks: 42.7 versus 41.4 in the Noometry coding category.
How many benchmarks do Amazon Nova Experimental Chat 26 01 10 and GLM-4.5 share?
13 benchmarks have published results for both models. Amazon Nova Experimental Chat 26 01 10 has 13 scored results on Noometry and GLM-4.5 has 27.