# Codellama 70b Instruct vs Gemma 3 4B

> Codellama 70b Instruct is the stronger model overall, scoring 33.3 to 27.9 on the Noometry Index.

- Canonical page: https://noometry.com/compare/codellama-70b-instruct-vs-gemma-3-4b
- Last updated: 2026-10-10
- Shared benchmarks: 4

## Summary

- They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 2 categories and Gemma 3 4B in 3 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where Gemma 3 4B leads 42.7 to 24.9.

## Snapshot

| | Codellama 70b Instruct | Gemma 3 4B |
|---|---|---|
| Provider | Meta | Google |
| Noometry Index | 33.3 | 27.9 |
| Rank | 236 | 320 |
| Context | — | 131K |
| Input $/M | — | $0.04 |
| Output $/M | — | $0.08 |
| Weights | Open | Open |

## Coding

- Codellama 70b Instruct: 37.0 (#189)
- Gemma 3 4B: 35.3 (#214)

| Benchmark | Codellama 70b Instruct | Gemma 3 4B |
|---|---|---|
| BigCodeBench Instruct | 40.7% | — |
| LMArena Coding | — | 1230 |
| BigCodeBench Complete | 49.6% | — |
| HumanEval+ | 65.9% | — |

## Agentic & Tool Use

- Codellama 70b Instruct: —
- Gemma 3 4B: 20.7 (#134)

| Benchmark | Codellama 70b Instruct | Gemma 3 4B |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 19.6% |

## Reasoning

- Codellama 70b Instruct: 19.2 (#241)
- Gemma 3 4B: 12.7 (#330)

| Benchmark | Codellama 70b Instruct | Gemma 3 4B |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1253 |
| Kagi LLM Benchmark | — | 25.2% |
| Chess Puzzles | — | 0% |
| DTBench | — | 50.9% |
| LMCA | — | 2.8% |
| Epoch Capabilities Index | — | 116.02 |

## Math

- Codellama 70b Instruct: —
- Gemma 3 4B: 15.8 (#286)

| Benchmark | Codellama 70b Instruct | Gemma 3 4B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 7.5% |
| LMArena Math | — | 1239 |

## Knowledge

- Codellama 70b Instruct: —
- Gemma 3 4B: 11.8 (#294)

| Benchmark | Codellama 70b Instruct | Gemma 3 4B |
|---|---|---|
| GPQA Diamond | — | 23.2% |
| Vectara Hallucination Rate | — | 6.4% |
| LMArena Expert | — | 1223 |

## Multilingual

- Codellama 70b Instruct: 24.9 (#283)
- Gemma 3 4B: 42.7 (#189)

| Benchmark | Codellama 70b Instruct | Gemma 3 4B |
|---|---|---|
| LMArena Non-English | 992 | 1273 |
| LMArena German | — | 1281 |
| LMArena Russian | — | 1294 |

## Instruction Following

- Codellama 70b Instruct: 52.1 (#288)
- Gemma 3 4B: 65.4 (#219)

| Benchmark | Codellama 70b Instruct | Gemma 3 4B |
|---|---|---|
| LMArena Instruction Following | 1024 | 1239 |

## Long Context

- Codellama 70b Instruct: —
- Gemma 3 4B: 38.6 (#189)

| Benchmark | Codellama 70b Instruct | Gemma 3 4B |
|---|---|---|
| LMArena Longer Query | — | 1274 |

## Writing & Preference

- Codellama 70b Instruct: 33.6 (#272)
- Gemma 3 4B: 42.2 (#234)

| Benchmark | Codellama 70b Instruct | Gemma 3 4B |
|---|---|---|
| LMArena Text | 1057 | 1291 |
| LMArena Creative Writing | — | 1270 |
| EQ-Bench Creative Writing | — | 1068 |
| LMArena Multi-Turn | — | 1255 |

## FAQ

### Is Codellama 70b Instruct better than Gemma 3 4B?

Codellama 70b Instruct is the stronger model overall, scoring 33.3 to 27.9 on the Noometry Index.

### Is Codellama 70b Instruct or Gemma 3 4B better for coding?

Codellama 70b Instruct scores higher on coding benchmarks: 37.0 versus 35.3 in the Noometry coding category.

### How many benchmarks do Codellama 70b Instruct and Gemma 3 4B share?

4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Gemma 3 4B has 22.