# Codellama 70b Instruct vs Molmo 2 8b

> Molmo 2 8b is the stronger model overall, scoring 39.1 to 33.7 on the Noometry Index.

- Canonical page: https://noometry.com/compare/codellama-70b-instruct-vs-molmo-2-8b
- Last updated: 2026-10-11
- Shared benchmarks: 4

## Summary

- They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 0 categories and Molmo 2 8b in 4 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where Molmo 2 8b leads 42.7 to 24.8.

## Snapshot

| | Codellama 70b Instruct | Molmo 2 8b |
|---|---|---|
| Provider | Meta | Allen Institute for AI (Ai2) |
| Noometry Index | 33.7 | 39.1 |
| Rank | 237 | 174 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Codellama 70b Instruct: 37.6 (#193)
- Molmo 2 8b: —

| Benchmark | Codellama 70b Instruct | Molmo 2 8b |
|---|---|---|
| BigCodeBench Instruct | 40.7% | — |
| BigCodeBench Complete | 49.6% | — |
| HumanEval+ | 65.9% | — |

## Reasoning

- Codellama 70b Instruct: 20.1 (#242)
- Molmo 2 8b: 25.6 (#146)

| Benchmark | Codellama 70b Instruct | Molmo 2 8b |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1287 |

## Multimodal

- Codellama 70b Instruct: —
- Molmo 2 8b: 30.2 (#112)

| Benchmark | Codellama 70b Instruct | Molmo 2 8b |
|---|---|---|
| LMArena Vision | — | 1081 |

## Multilingual

- Codellama 70b Instruct: 24.8 (#288)
- Molmo 2 8b: 42.7 (#190)

| Benchmark | Codellama 70b Instruct | Molmo 2 8b |
|---|---|---|
| LMArena Non-English | 992 | 1276 |

## Instruction Following

- Codellama 70b Instruct: 51.9 (#293)
- Molmo 2 8b: 67.0 (#201)

| Benchmark | Codellama 70b Instruct | Molmo 2 8b |
|---|---|---|
| LMArena Instruction Following | 1024 | 1270 |

## Writing & Preference

- Codellama 70b Instruct: 33.4 (#277)
- Molmo 2 8b: 49.4 (#191)

| Benchmark | Codellama 70b Instruct | Molmo 2 8b |
|---|---|---|
| LMArena Text | 1057 | 1288 |

## FAQ

### Is Codellama 70b Instruct better than Molmo 2 8b?

Molmo 2 8b is the stronger model overall, scoring 39.1 to 33.7 on the Noometry Index.

### How many benchmarks do Codellama 70b Instruct and Molmo 2 8b share?

4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Molmo 2 8b has 5.