# GLM-4.7 vs Solar Pro4

> GLM-4.7 and Solar Pro4 score almost the same on the Noometry Index (42.0 vs 42.1), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/glm-4-7-vs-solar-pro4
- Last updated: 2026-10-10
- Shared benchmarks: 18

## Summary

- They share 18 benchmarks with published results for both. GLM-4.7 scores higher in 6 categories and Solar Pro4 in 2 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where GLM-4.7 leads 47.0 to 39.8.
- Solar Pro4 is cheaper at $0.30 / $1.20 per million input/output tokens, against $0.60 / $2.20 for GLM-4.7.
- Solar Pro4 accepts more context: 524K tokens versus 205K.
- GLM-4.7 has downloadable open weights; the other is API-only.

## Snapshot

| | GLM-4.7 | Solar Pro4 |
|---|---|---|
| Provider | Z.ai (Zhipu) | Upstage |
| Noometry Index | 42.0 | 42.1 |
| Rank | 124 | 121 |
| Context | 205K | 524K |
| Input $/M | $0.60 | $0.30 |
| Output $/M | $2.20 | $1.20 |
| Weights | Open | Proprietary |

## Coding

- GLM-4.7: 44.0 (#79)
- Solar Pro4: 40.1 (#149)

| Benchmark | GLM-4.7 | Solar Pro4 |
|---|---|---|
| LMArena WebDev | 1435 | 1371 |
| LMArena Coding | 1454 | 1437 |
| SciCode | 45.1% | — |
| ALE-Bench | 399.48 | — |

## Agentic & Tool Use

- GLM-4.7: 26.5 (#103)
- Solar Pro4: —

| Benchmark | GLM-4.7 | Solar Pro4 |
|---|---|---|
| Terminal-Bench | 33.4% | — |
| Vending-Bench 2 | 2,377 | — |

## Reasoning

- GLM-4.7: 24.3 (#164)
- Solar Pro4: 28.5 (#104)

| Benchmark | GLM-4.7 | Solar Pro4 |
|---|---|---|
| LMArena Hard Prompts | 1443 | 1399 |
| SimpleBench | 47.7% | — |
| CritPt | 1.7% | — |
| Chess Puzzles | 6% | — |
| Epoch Capabilities Index | 143.51 | — |

## Math

- GLM-4.7: 38.6 (#135)
- Solar Pro4: 38.8 (#128)

| Benchmark | GLM-4.7 | Solar Pro4 |
|---|---|---|
| LMArena Math | 1423 | 1416 |
| OTIS Mock AIME 2024-2025 | 83.3% | — |
| ProofBench | 6% | — |
| FrontierMath (Feb 2025 set) | 2.4% | — |
| FrontierMath Tier 4 (v1) | 0% | — |

## Knowledge

- GLM-4.7: 47.0 (#80)
- Solar Pro4: 39.8 (#129)

| Benchmark | GLM-4.7 | Solar Pro4 |
|---|---|---|
| LMArena Expert | 1424 | 1427 |
| GPQA Diamond | 83.3% | — |
| SimpleQA Verified | 32.2% | — |
| Vectara Hallucination Rate | 11.7% | — |

## Multilingual

- GLM-4.7: 52.8 (#79)
- Solar Pro4: 48.7 (#139)

| Benchmark | GLM-4.7 | Solar Pro4 |
|---|---|---|
| LMArena Non-English | 1417 | 1361 |
| LMArena Chinese | 1495 | 1415 |
| LMArena French | 1432 | 1397 |
| LMArena German | 1424 | 1364 |
| LMArena Japanese | 1439 | 1309 |
| LMArena Korean | 1399 | 1382 |
| LMArena Russian | 1423 | 1360 |
| LMArena Spanish | 1434 | 1401 |

## Instruction Following

- GLM-4.7: 74.4 (#95)
- Solar Pro4: 72.7 (#132)

| Benchmark | GLM-4.7 | Solar Pro4 |
|---|---|---|
| LMArena Instruction Following | 1411 | 1377 |

## Long Context

- GLM-4.7: 42.8 (#116)
- Solar Pro4: 42.1 (#130)

| Benchmark | GLM-4.7 | Solar Pro4 |
|---|---|---|
| LMArena Longer Query | 1432 | 1381 |
| CL-bench | 15.9% | — |
| CL-bench Life | 10.9% | — |

## Writing & Preference

- GLM-4.7: 60.9 (#93)
- Solar Pro4: 56.5 (#138)

| Benchmark | GLM-4.7 | Solar Pro4 |
|---|---|---|
| LMArena Text | 1435 | 1386 |
| LMArena Creative Writing | 1401 | 1316 |
| LMArena Multi-Turn | 1446 | 1385 |
| EQ-Bench Creative Writing | 1413 | — |

## FAQ

### Is GLM-4.7 better than Solar Pro4?

GLM-4.7 and Solar Pro4 score almost the same on the Noometry Index (42.0 vs 42.1), so choose on price, context window or the category you care about most.

### Which is cheaper, GLM-4.7 or Solar Pro4?

Solar Pro4 is cheaper. It lists at $0.30 per million input tokens and $1.20 per million output tokens; GLM-4.7 lists at $0.60 and $2.20.

### Is GLM-4.7 or Solar Pro4 better for coding?

GLM-4.7 scores higher on coding benchmarks: 44.0 versus 40.1 in the Noometry coding category.

### Which has the bigger context window?

Solar Pro4 does, with 524K tokens against 205K.

### How many benchmarks do GLM-4.7 and Solar Pro4 share?

18 benchmarks have published results for both models. GLM-4.7 has 36 scored results on Noometry and Solar Pro4 has 18.