# Codellama 70b Instruct vs GLM-5V-Turbo

> GLM-5V-Turbo is the stronger model overall, scoring 43.8 to 33.7 on the Noometry Index.

- Canonical page: https://noometry.com/compare/codellama-70b-instruct-vs-glm-5v-turbo
- Last updated: 2026-10-12
- Shared benchmarks: 4

## Summary

- They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 0 categories and GLM-5V-Turbo in 5 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where GLM-5V-Turbo leads 62.5 to 33.4.
- Codellama 70b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| Provider | Meta | Z.ai (Zhipu) |
| Noometry Index | 33.7 | 43.8 |
| Rank | 237 | 84 |
| Context | — | 200K |
| Input $/M | — | $1.20 |
| Output $/M | — | $4 |
| Weights | Open | Proprietary |

## Coding

- Codellama 70b Instruct: 37.6 (#193)
- GLM-5V-Turbo: 42.1 (#111)

| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena WebDev | — | 1401 |
| BigCodeBench Instruct | 40.7% | — |
| LMArena Coding | — | 1466 |
| BigCodeBench Complete | 49.6% | — |
| HumanEval+ | 65.9% | — |

## Reasoning

- Codellama 70b Instruct: 20.1 (#242)
- GLM-5V-Turbo: 29.7 (#89)

| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1443 |

## Math

- Codellama 70b Instruct: —
- GLM-5V-Turbo: 39.4 (#106)

| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Math | — | 1441 |

## Knowledge

- Codellama 70b Instruct: —
- GLM-5V-Turbo: 40.6 (#117)

| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Expert | — | 1452 |

## Multimodal

- Codellama 70b Instruct: —
- GLM-5V-Turbo: 40.9 (#42)

| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Vision | — | 1264 |
| LMArena Document | — | 1416 |

## Multilingual

- Codellama 70b Instruct: 24.8 (#288)
- GLM-5V-Turbo: 53.0 (#73)

| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Non-English | 992 | 1420 |
| LMArena Chinese | — | 1488 |
| LMArena French | — | 1444 |
| LMArena German | — | 1423 |
| LMArena Korean | — | 1396 |
| LMArena Russian | — | 1431 |
| LMArena Spanish | — | 1450 |

## Instruction Following

- Codellama 70b Instruct: 51.9 (#293)
- GLM-5V-Turbo: 75.0 (#80)

| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Instruction Following | 1024 | 1423 |

## Long Context

- Codellama 70b Instruct: —
- GLM-5V-Turbo: 44.0 (#80)

| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Longer Query | — | 1438 |

## Writing & Preference

- Codellama 70b Instruct: 33.4 (#277)
- GLM-5V-Turbo: 62.5 (#73)

| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Text | 1057 | 1437 |
| LMArena Creative Writing | — | 1416 |
| LMArena Multi-Turn | — | 1432 |

## FAQ

### Is Codellama 70b Instruct better than GLM-5V-Turbo?

GLM-5V-Turbo is the stronger model overall, scoring 43.8 to 33.7 on the Noometry Index.

### Is Codellama 70b Instruct or GLM-5V-Turbo better for coding?

GLM-5V-Turbo scores higher on coding benchmarks: 42.1 versus 37.6 in the Noometry coding category.

### How many benchmarks do Codellama 70b Instruct and GLM-5V-Turbo share?

4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and GLM-5V-Turbo has 19.