# Codellama 34b Instruct vs Step 3.7 Flash

> Step 3.7 Flash is the stronger model overall, scoring 36.5 to 30.2 on the Noometry Index.

- Canonical page: https://noometry.com/compare/codellama-34b-instruct-vs-step-3-7-flash
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in math, where Step 3.7 Flash leads 40.9 to 28.5.

## Snapshot

| | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| Provider | Meta | StepFun |
| Noometry Index | 30.2 | 36.5 |
| Rank | 285 | 207 |
| Context | — | 256K |
| Input $/M | — | $0.18 |
| Output $/M | — | $1.11 |
| Weights | Open | Open |

## Coding

- Codellama 34b Instruct: 28.0 (#310)
- Step 3.7 Flash: 39.4 (#147)

| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| SciCode | — | 40% |
| BigCodeBench Instruct | 29% | — |
| LMArena Coding | 1046 | — |
| BigCodeBench Complete | 37.1% | — |
| ALE-Bench | — | 694.12 |
| HumanEval+ | 43.9% | — |
| MBPP+ | 56.3% | — |

## Reasoning

- Codellama 34b Instruct: 18.8 (#250)
- Step 3.7 Flash: 20.9 (#211)

| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| NYT Connections (extended) | — | 39.7% |
| CritPt | — | 2.3% |
| LMArena Hard Prompts | 1032 | — |

## Math

- Codellama 34b Instruct: 28.5 (#227)
- Step 3.7 Flash: 40.9 (#74)

| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| MathArena Final-Answer Competitions | — | 68.5% |
| LMArena Math | 1056 | — |

## Multilingual

- Codellama 34b Instruct: 25.9 (#279)
- Step 3.7 Flash: —

| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Non-English | 1011 | — |
| LMArena Chinese | 976 | — |

## Instruction Following

- Codellama 34b Instruct: 52.4 (#286)
- Step 3.7 Flash: —

| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Instruction Following | 1028 | — |

## Long Context

- Codellama 34b Instruct: 30.8 (#279)
- Step 3.7 Flash: —

| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Longer Query | 1014 | — |

## Writing & Preference

- Codellama 34b Instruct: 28.4 (#292)
- Step 3.7 Flash: —

| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Text | 1066 | — |
| LMArena Creative Writing | 1032 | — |
| LMArena Multi-Turn | 1015 | — |

## FAQ

### Is Codellama 34b Instruct better than Step 3.7 Flash?

Step 3.7 Flash is the stronger model overall, scoring 36.5 to 30.2 on the Noometry Index.

### Is Codellama 34b Instruct or Step 3.7 Flash better for coding?

Step 3.7 Flash scores higher on coding benchmarks: 39.4 versus 28.0 in the Noometry coding category.

### How many benchmarks do Codellama 34b Instruct and Step 3.7 Flash share?

0 benchmarks have published results for both models. Codellama 34b Instruct has 14 scored results on Noometry and Step 3.7 Flash has 5.