# Codellama 34b Instruct vs Step 1o Turbo 202506

> Step 1o Turbo 202506 is the stronger model overall, scoring 39.7 to 30.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/codellama-34b-instruct-vs-step-1o-turbo-202506
- Last updated: 2026-10-12
- Shared benchmarks: 10

## Summary

- They share 10 benchmarks with published results for both. Codellama 34b Instruct scores higher in 0 categories and Step 1o Turbo 202506 in 7 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Step 1o Turbo 202506 leads 53.1 to 28.2.
- Codellama 34b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Codellama 34b Instruct | Step 1o Turbo 202506 |
|---|---|---|
| Provider | Meta | StepFun |
| Noometry Index | 30.8 | 39.7 |
| Rank | 287 | 160 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Proprietary |

## Coding

- Codellama 34b Instruct: 28.5 (#314)
- Step 1o Turbo 202506: 39.2 (#160)

| Benchmark | Codellama 34b Instruct | Step 1o Turbo 202506 |
|---|---|---|
| LMArena Coding | 1046 | 1339 |
| BigCodeBench Instruct | 29% | — |
| BigCodeBench Complete | 37.1% | — |
| HumanEval+ | 43.9% | — |
| MBPP+ | 56.3% | — |

## Reasoning

- Codellama 34b Instruct: 19.6 (#255)
- Step 1o Turbo 202506: 26.8 (#129)

| Benchmark | Codellama 34b Instruct | Step 1o Turbo 202506 |
|---|---|---|
| LMArena Hard Prompts | 1032 | 1335 |

## Math

- Codellama 34b Instruct: 31.0 (#230)
- Step 1o Turbo 202506: 36.6 (#164)

| Benchmark | Codellama 34b Instruct | Step 1o Turbo 202506 |
|---|---|---|
| LMArena Math | 1056 | 1318 |

## Knowledge

- Codellama 34b Instruct: —
- Step 1o Turbo 202506: 36.1 (#176)

| Benchmark | Codellama 34b Instruct | Step 1o Turbo 202506 |
|---|---|---|
| LMArena Expert | — | 1308 |

## Multimodal

- Codellama 34b Instruct: —
- Step 1o Turbo 202506: 36.1 (#80)

| Benchmark | Codellama 34b Instruct | Step 1o Turbo 202506 |
|---|---|---|
| LMArena Vision | — | 1186 |

## Multilingual

- Codellama 34b Instruct: 25.8 (#284)
- Step 1o Turbo 202506: 45.3 (#173)

| Benchmark | Codellama 34b Instruct | Step 1o Turbo 202506 |
|---|---|---|
| LMArena Non-English | 1011 | 1313 |
| LMArena Chinese | 976 | 1380 |
| LMArena German | — | 1314 |
| LMArena Russian | — | 1327 |

## Instruction Following

- Codellama 34b Instruct: 52.2 (#291)
- Step 1o Turbo 202506: 69.2 (#176)

| Benchmark | Codellama 34b Instruct | Step 1o Turbo 202506 |
|---|---|---|
| LMArena Instruction Following | 1028 | 1310 |

## Long Context

- Codellama 34b Instruct: 30.9 (#284)
- Step 1o Turbo 202506: 41.0 (#146)

| Benchmark | Codellama 34b Instruct | Step 1o Turbo 202506 |
|---|---|---|
| LMArena Longer Query | 1013 | 1348 |

## Writing & Preference

- Codellama 34b Instruct: 28.2 (#297)
- Step 1o Turbo 202506: 53.1 (#160)

| Benchmark | Codellama 34b Instruct | Step 1o Turbo 202506 |
|---|---|---|
| LMArena Text | 1066 | 1336 |
| LMArena Creative Writing | 1032 | 1307 |
| LMArena Multi-Turn | 1015 | 1340 |

## FAQ

### Is Codellama 34b Instruct better than Step 1o Turbo 202506?

Step 1o Turbo 202506 is the stronger model overall, scoring 39.7 to 30.8 on the Noometry Index.

### Is Codellama 34b Instruct or Step 1o Turbo 202506 better for coding?

Step 1o Turbo 202506 scores higher on coding benchmarks: 39.2 versus 28.5 in the Noometry coding category.

### How many benchmarks do Codellama 34b Instruct and Step 1o Turbo 202506 share?

10 benchmarks have published results for both models. Codellama 34b Instruct has 14 scored results on Noometry and Step 1o Turbo 202506 has 14.