# Codellama 70b Instruct vs Step 3.7 Flash

> Step 3.7 Flash is the stronger model overall, scoring 37.3 to 33.7 on the Noometry Index.

- Canonical page: https://noometry.com/compare/codellama-70b-instruct-vs-step-3-7-flash
- Last updated: 2026-10-11
- Shared benchmarks: 0

## Snapshot

| | Codellama 70b Instruct | Step 3.7 Flash |
|---|---|---|
| Provider | Meta | StepFun |
| Noometry Index | 33.7 | 37.3 |
| Rank | 237 | 207 |
| Context | — | 256K |
| Input $/M | — | $0.18 |
| Output $/M | — | $1.11 |
| Weights | Open | Open |

## Coding

- Codellama 70b Instruct: 37.6 (#193)
- Step 3.7 Flash: 40.0 (#150)

| Benchmark | Codellama 70b Instruct | Step 3.7 Flash |
|---|---|---|
| SciCode | — | 40% |
| BigCodeBench Instruct | 40.7% | — |
| BigCodeBench Complete | 49.6% | — |
| ALE-Bench | — | 694.12 |
| HumanEval+ | 65.9% | — |

## Reasoning

- Codellama 70b Instruct: 20.1 (#242)
- Step 3.7 Flash: 21.6 (#219)

| Benchmark | Codellama 70b Instruct | Step 3.7 Flash |
|---|---|---|
| NYT Connections (extended) | — | 39.7% |
| CritPt | — | 2.3% |
| LMArena Hard Prompts | 1052 | — |

## Math

- Codellama 70b Instruct: —
- Step 3.7 Flash: 42.9 (#82)

| Benchmark | Codellama 70b Instruct | Step 3.7 Flash |
|---|---|---|
| MathArena Final-Answer Competitions | — | 68.5% |

## Multilingual

- Codellama 70b Instruct: 24.8 (#288)
- Step 3.7 Flash: —

| Benchmark | Codellama 70b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Non-English | 992 | — |

## Instruction Following

- Codellama 70b Instruct: 51.9 (#293)
- Step 3.7 Flash: —

| Benchmark | Codellama 70b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Instruction Following | 1024 | — |

## Writing & Preference

- Codellama 70b Instruct: 33.4 (#277)
- Step 3.7 Flash: —

| Benchmark | Codellama 70b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Text | 1057 | — |

## FAQ

### Is Codellama 70b Instruct better than Step 3.7 Flash?

Step 3.7 Flash is the stronger model overall, scoring 37.3 to 33.7 on the Noometry Index.

### Is Codellama 70b Instruct or Step 3.7 Flash better for coding?

Step 3.7 Flash scores higher on coding benchmarks: 40.0 versus 37.6 in the Noometry coding category.

### How many benchmarks do Codellama 70b Instruct and Step 3.7 Flash share?

0 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Step 3.7 Flash has 5.