# GLM-5.3 vs Nemotron 4 340b Instruct

> GLM-5.3 is the stronger model overall, scoring 54.6 to 35.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/glm-5-3-vs-nemotron-4-340b-instruct
- Last updated: 2026-10-10
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. GLM-5.3 scores higher in 8 categories and Nemotron 4 340b Instruct in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where GLM-5.3 leads 75.9 to 42.9.

## Snapshot

| | GLM-5.3 | Nemotron 4 340b Instruct |
|---|---|---|
| Provider | Z.ai (Zhipu) | NVIDIA |
| Noometry Index | 54.6 | 35.3 |
| Rank | 25 | 218 |
| Context | 1M | — |
| Input $/M | $1.40 | — |
| Output $/M | $4.40 | — |
| Weights | Open | Open |

## Coding

- GLM-5.3: 59.0 (#12)
- Nemotron 4 340b Instruct: 34.6 (#223)

| Benchmark | GLM-5.3 | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Coding | 1499 | 1209 |
| DeepSWE | 69% | — |
| FrontierCode | 40.1% | — |
| LMArena WebDev | 1623 | — |
| FrontierSWE | 30.2% | — |
| SciCode | 59% | — |
| WeirdML | 75.4% | — |
| ALE-Bench | 1,317 | — |

## Agentic & Tool Use

- GLM-5.3: 36.3 (#34)
- Nemotron 4 340b Instruct: —

| Benchmark | GLM-5.3 | Nemotron 4 340b Instruct |
|---|---|---|
| APEX-Agents | 56.6% | — |
| Vending-Bench 2 | 8,164 | — |

## Reasoning

- GLM-5.3: 45.2 (#42)
- Nemotron 4 340b Instruct: 22.4 (#180)

| Benchmark | GLM-5.3 | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1491 | 1202 |
| NYT Connections (extended) | 74.2% | — |
| CritPt | 19.1% | — |
| Chess Puzzles | 21% | — |
| Mystery Game Puzzles | 33% | — |
| DTBench | 87.7% | — |
| LMCA | 55.5% | — |
| Bench to the Future 3 | 0.15 | — |
| Epoch Capabilities Index | 155.56 | — |

## Math

- GLM-5.3: 62.1 (#27)
- Nemotron 4 340b Instruct: 31.7 (#193)

| Benchmark | GLM-5.3 | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Math | 1493 | 1216 |
| FrontierMath (Tiers 1-3) | 68.8% | — |
| FrontierMath Tier 4 | 29.3% | — |
| OTIS Mock AIME 2024-2025 | 91.1% | — |
| ProofBench | 49% | — |

## Knowledge

- GLM-5.3: 58.3 (#34)
- Nemotron 4 340b Instruct: 31.4 (#212)

| Benchmark | GLM-5.3 | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Expert | 1512 | 1171 |
| GPQA Diamond | 90.9% | — |
| SimpleQA Verified | 41% | — |

## Multilingual

- GLM-5.3: 55.9 (#27)
- Nemotron 4 340b Instruct: 38.0 (#228)

| Benchmark | GLM-5.3 | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Non-English | 1457 | 1206 |
| LMArena Chinese | 1523 | 1214 |
| LMArena French | 1499 | 1196 |
| LMArena German | 1505 | 1192 |
| LMArena Japanese | 1438 | 1128 |
| LMArena Korean | 1478 | 1148 |
| LMArena Russian | 1460 | 1219 |
| LMArena Spanish | 1444 | 1195 |

## Instruction Following

- GLM-5.3: 77.8 (#15)
- Nemotron 4 340b Instruct: 63.3 (#227)

| Benchmark | GLM-5.3 | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Instruction Following | 1481 | 1203 |

## Long Context

- GLM-5.3: 45.5 (#32)
- Nemotron 4 340b Instruct: 37.1 (#216)

| Benchmark | GLM-5.3 | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Longer Query | 1485 | 1225 |

## Writing & Preference

- GLM-5.3: 75.9 (#6)
- Nemotron 4 340b Instruct: 42.9 (#229)

| Benchmark | GLM-5.3 | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Text | 1473 | 1225 |
| LMArena Creative Writing | 1459 | 1203 |
| LMArena Multi-Turn | 1473 | 1214 |
| EQ-Bench Creative Writing | 2075 | — |

## FAQ

### Is GLM-5.3 better than Nemotron 4 340b Instruct?

GLM-5.3 is the stronger model overall, scoring 54.6 to 35.3 on the Noometry Index.

### Is GLM-5.3 or Nemotron 4 340b Instruct better for coding?

GLM-5.3 scores higher on coding benchmarks: 59.0 versus 34.6 in the Noometry coding category.

### How many benchmarks do GLM-5.3 and Nemotron 4 340b Instruct share?

17 benchmarks have published results for both models. GLM-5.3 has 41 scored results on Noometry and Nemotron 4 340b Instruct has 17.