Model comparison
GLM-4.7-Flash vs Nova Premier 1.0
GLM-4.7-Flash and Nova Premier 1.0 score almost the same on the Noometry Index (38.4 vs 37.7), so choose on price, context window or the category you care about most.
Last verified . 0 shared benchmarks.
Summary
- The widest gap is in instruction following, where GLM-4.7-Flash leads 70.3 to 66.9.
- GLM-4.7-Flash is cheaper at $0.06 / $0.40 per million input/output tokens, against $2.50 / $12.50 for Nova Premier 1.0.
- Nova Premier 1.0 accepts more context: 1M tokens versus 200K.
- GLM-4.7-Flash has downloadable open weights; the other is API-only.
Side by side
| GLM-4.7-Flash | Nova Premier 1.0 | |
|---|---|---|
| Provider | Z.ai (Zhipu) | Amazon |
| Noometry Index | 38.4 | 37.7 |
| Released | 2026-01-19 | 2025-04-30 |
| Weights | Open | Proprietary |
| Context window | 200K | 1M |
| Max output | 131K | 10K |
| Input $ / M tokens | $0.06 | $2.50 |
| Output $ / M tokens | $0.40 | $12.50 |
| Results tracked | 21 | 6 |
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Category by category
Coding Not comparable
GLM-4.7-Flash: 40.0 (#133), Nova Premier 1.0: —
| Benchmark | GLM-4.7-Flash | Nova Premier 1.0 |
|---|---|---|
| LMArena Coding | 1383 | — |
Reasoning Nova Premier 1.0 leads
GLM-4.7-Flash: 20.2 (#224), Nova Premier 1.0: 22.3 (#182)
| Benchmark | GLM-4.7-Flash | Nova Premier 1.0 |
|---|---|---|
| Kagi LLM Benchmark | — | 44.8% |
| Chess Puzzles | 0% | — |
| LMArena Hard Prompts | 1356 | — |
Math GLM-4.7-Flash leads
GLM-4.7-Flash: 34.4 (#159), Nova Premier 1.0: 31.5 (#194)
| Benchmark | GLM-4.7-Flash | Nova Premier 1.0 |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 58.3% | — |
| Omni-MATH | — | 35% |
| LMArena Math | 1354 | — |
Knowledge Too close to call
GLM-4.7-Flash: 35.4 (#177), Nova Premier 1.0: 35.4 (#176)
| Benchmark | GLM-4.7-Flash | Nova Premier 1.0 |
|---|---|---|
| GPQA Diamond | 60.5% | — |
| MMLU-Pro | — | 72.6% |
| Vectara Hallucination Rate | 9.3% | — |
| GPQA (HELM) | — | 51.8% |
| LMArena Expert | 1357 | — |
Multilingual Not comparable
GLM-4.7-Flash: 46.8 (#152), Nova Premier 1.0: —
| Benchmark | GLM-4.7-Flash | Nova Premier 1.0 |
|---|---|---|
| LMArena Non-English | 1331 | — |
| LMArena Chinese | 1403 | — |
| LMArena French | 1332 | — |
| LMArena German | 1336 | — |
| LMArena Korean | 1284 | — |
| LMArena Russian | 1333 | — |
| LMArena Spanish | 1351 | — |
Instruction Following GLM-4.7-Flash leads
GLM-4.7-Flash: 70.3 (#162), Nova Premier 1.0: 66.9 (#201)
| Benchmark | GLM-4.7-Flash | Nova Premier 1.0 |
|---|---|---|
| IFEval | — | 80.3% |
| LMArena Instruction Following | 1327 | — |
Long Context Not comparable
GLM-4.7-Flash: 40.9 (#143), Nova Premier 1.0: —
| Benchmark | GLM-4.7-Flash | Nova Premier 1.0 |
|---|---|---|
| LMArena Longer Query | 1345 | — |
Writing & Preference Nova Premier 1.0 leads
GLM-4.7-Flash: 47.7 (#206), Nova Premier 1.0: 51.0 (#174)
| Benchmark | GLM-4.7-Flash | Nova Premier 1.0 |
|---|---|---|
| LMArena Text | 1351 | — |
| LMArena Creative Writing | 1297 | — |
| EQ-Bench Creative Writing | 1125 | — |
| WildBench | — | 78.8% |
| LMArena Multi-Turn | 1342 | — |
Frequently asked questions
Is GLM-4.7-Flash better than Nova Premier 1.0?
GLM-4.7-Flash and Nova Premier 1.0 score almost the same on the Noometry Index (38.4 vs 37.7), so choose on price, context window or the category you care about most.
Which is cheaper, GLM-4.7-Flash or Nova Premier 1.0?
GLM-4.7-Flash is cheaper. It lists at $0.06 per million input tokens and $0.40 per million output tokens; Nova Premier 1.0 lists at $2.50 and $12.50.
Which has the bigger context window?
Nova Premier 1.0 does, with 1M tokens against 200K.
How many benchmarks do GLM-4.7-Flash and Nova Premier 1.0 share?
0 benchmarks have published results for both models. GLM-4.7-Flash has 21 scored results on Noometry and Nova Premier 1.0 has 6.