Model comparison
Codellama 70b Instruct vs GLM-5V-Turbo
GLM-5V-Turbo is the stronger model overall, scoring 43.1 to 33.3 on the Noometry Index.
Last verified . 4 shared benchmarks.
MetaSummary
- 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 62.6 to 33.6.
- Codellama 70b Instruct has downloadable open weights; the other is API-only.
Side by side
| Codellama 70b Instruct | GLM-5V-Turbo | |
|---|---|---|
| Provider | Meta | Z.ai (Zhipu) |
| Noometry Index | 33.3 | 43.1 |
| Released | — | 2026-04-01 |
| Weights | Open | Proprietary |
| Context window | — | 200K |
| Max output | — | 131K |
| Input $ / M tokens | — | $1.20 |
| Output $ / M tokens | — | $4 |
| Results tracked | 7 | 19 |
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Category by category
Coding GLM-5V-Turbo leads
Codellama 70b Instruct: 37.0 (#189), GLM-5V-Turbo: 41.8 (#105)
| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena WebDev | — | 1400 |
| BigCodeBench Instruct | 40.7% | — |
| LMArena Coding | — | 1467 |
| BigCodeBench Complete | 49.6% | — |
| HumanEval+ | 65.9% | — |
Reasoning GLM-5V-Turbo leads
Codellama 70b Instruct: 19.2 (#241), GLM-5V-Turbo: 28.5 (#87)
| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1443 |
Math Not comparable
Codellama 70b Instruct: —, GLM-5V-Turbo: 36.6 (#109)
| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Math | — | 1440 |
Knowledge Not comparable
Codellama 70b Instruct: —, GLM-5V-Turbo: 39.9 (#113)
| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Expert | — | 1451 |
Multimodal Not comparable
Codellama 70b Instruct: —, GLM-5V-Turbo: 40.1 (#41)
| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Vision | — | 1264 |
| LMArena Document | — | 1416 |
Multilingual GLM-5V-Turbo leads
Codellama 70b Instruct: 24.9 (#283), GLM-5V-Turbo: 53.2 (#69)
| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Non-English | 992 | 1420 |
| LMArena Chinese | — | 1488 |
| LMArena French | — | 1443 |
| LMArena German | — | 1422 |
| LMArena Korean | — | 1399 |
| LMArena Russian | — | 1432 |
| LMArena Spanish | — | 1446 |
Instruction Following GLM-5V-Turbo leads
Codellama 70b Instruct: 52.1 (#288), GLM-5V-Turbo: 75.1 (#75)
| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Instruction Following | 1024 | 1422 |
Long Context Not comparable
Codellama 70b Instruct: —, GLM-5V-Turbo: 44.0 (#76)
| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Longer Query | — | 1439 |
Writing & Preference GLM-5V-Turbo leads
Codellama 70b Instruct: 33.6 (#272), GLM-5V-Turbo: 62.6 (#69)
| Benchmark | Codellama 70b Instruct | GLM-5V-Turbo |
|---|---|---|
| LMArena Text | 1057 | 1437 |
| LMArena Creative Writing | — | 1414 |
| LMArena Multi-Turn | — | 1432 |
Frequently asked questions
Is Codellama 70b Instruct better than GLM-5V-Turbo?
GLM-5V-Turbo is the stronger model overall, scoring 43.1 to 33.3 on the Noometry Index.
Is Codellama 70b Instruct or GLM-5V-Turbo better for coding?
GLM-5V-Turbo scores higher on coding benchmarks: 41.8 versus 37.0 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.