Model comparison
Amazon Nova Experimental Chat 11 10 vs GLM-4.7-Flash
Amazon Nova Experimental Chat 11 10 is the stronger model overall, scoring 42.4 to 38.4 on the Noometry Index.
Last verified . 16 shared benchmarks.
Summary
- They share 16 benchmarks with published results for both. Amazon Nova Experimental Chat 11 10 scores higher in 8 categories and GLM-4.7-Flash in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Amazon Nova Experimental Chat 11 10 leads 59.0 to 47.7.
- GLM-4.7-Flash has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Experimental Chat 11 10 | GLM-4.7-Flash | |
|---|---|---|
| Provider | Amazon | Z.ai (Zhipu) |
| Noometry Index | 42.4 | 38.4 |
| Released | — | 2026-01-19 |
| Weights | Proprietary | Open |
| Context window | — | 200K |
| Max output | — | 131K |
| Input $ / M tokens | — | $0.06 |
| Output $ / M tokens | — | $0.40 |
| Results tracked | 17 | 21 |
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Category by category
Coding Amazon Nova Experimental Chat 11 10 leads
Amazon Nova Experimental Chat 11 10: 41.6 (#109), GLM-4.7-Flash: 40.0 (#133)
| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.7-Flash |
|---|---|---|
| LMArena Coding | 1433 | 1383 |
Reasoning Amazon Nova Experimental Chat 11 10 leads
Amazon Nova Experimental Chat 11 10: 27.9 (#94), GLM-4.7-Flash: 20.2 (#224)
| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.7-Flash |
|---|---|---|
| LMArena Hard Prompts | 1422 | 1356 |
| Chess Puzzles | — | 0% |
Math Amazon Nova Experimental Chat 11 10 leads
Amazon Nova Experimental Chat 11 10: 36.4 (#116), GLM-4.7-Flash: 34.4 (#159)
| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.7-Flash |
|---|---|---|
| LMArena Math | 1431 | 1354 |
| OTIS Mock AIME 2024-2025 | — | 58.3% |
Knowledge Amazon Nova Experimental Chat 11 10 leads
Amazon Nova Experimental Chat 11 10: 39.3 (#122), GLM-4.7-Flash: 35.4 (#177)
| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.7-Flash |
|---|---|---|
| LMArena Expert | 1432 | 1357 |
| GPQA Diamond | — | 60.5% |
| Vectara Hallucination Rate | — | 9.3% |
Multilingual Amazon Nova Experimental Chat 11 10 leads
Amazon Nova Experimental Chat 11 10: 52.1 (#91), GLM-4.7-Flash: 46.8 (#152)
| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.7-Flash |
|---|---|---|
| LMArena Non-English | 1405 | 1331 |
| LMArena Chinese | 1463 | 1403 |
| LMArena French | 1449 | 1332 |
| LMArena German | 1396 | 1336 |
| LMArena Korean | 1387 | 1284 |
| LMArena Russian | 1395 | 1333 |
| LMArena Spanish | 1444 | 1351 |
| LMArena Japanese | 1383 | — |
Instruction Following Amazon Nova Experimental Chat 11 10 leads
Amazon Nova Experimental Chat 11 10: 73.4 (#118), GLM-4.7-Flash: 70.3 (#162)
| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.7-Flash |
|---|---|---|
| LMArena Instruction Following | 1387 | 1327 |
Long Context Amazon Nova Experimental Chat 11 10 leads
Amazon Nova Experimental Chat 11 10: 42.5 (#116), GLM-4.7-Flash: 40.9 (#143)
| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.7-Flash |
|---|---|---|
| LMArena Longer Query | 1395 | 1345 |
Writing & Preference Amazon Nova Experimental Chat 11 10 leads
Amazon Nova Experimental Chat 11 10: 59.0 (#109), GLM-4.7-Flash: 47.7 (#206)
| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.7-Flash |
|---|---|---|
| LMArena Text | 1415 | 1351 |
| LMArena Creative Writing | 1349 | 1297 |
| LMArena Multi-Turn | 1380 | 1342 |
| EQ-Bench Creative Writing | — | 1125 |
Frequently asked questions
Is Amazon Nova Experimental Chat 11 10 better than GLM-4.7-Flash?
Amazon Nova Experimental Chat 11 10 is the stronger model overall, scoring 42.4 to 38.4 on the Noometry Index.
Is Amazon Nova Experimental Chat 11 10 or GLM-4.7-Flash better for coding?
Amazon Nova Experimental Chat 11 10 scores higher on coding benchmarks: 41.6 versus 40.0 in the Noometry coding category.
How many benchmarks do Amazon Nova Experimental Chat 11 10 and GLM-4.7-Flash share?
16 benchmarks have published results for both models. Amazon Nova Experimental Chat 11 10 has 17 scored results on Noometry and GLM-4.7-Flash has 21.