# Codellama 70b Instruct vs Sonar

> Sonar is the stronger model overall, scoring 37.8 to 33.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/codellama-70b-instruct-vs-sonar
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in instruction following, where Sonar leads 71.5 to 52.1.
- Codellama 70b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Codellama 70b Instruct | Sonar |
|---|---|---|
| Provider | Meta | Perplexity |
| Noometry Index | 33.3 | 37.8 |
| Rank | 236 | 184 |
| Context | — | 128K |
| Input $/M | — | $1 |
| Output $/M | — | $1 |
| Weights | Open | Proprietary |

## Coding

- Codellama 70b Instruct: 37.0 (#189)
- Sonar: 35.1 (#217)

| Benchmark | Codellama 70b Instruct | Sonar |
|---|---|---|
| BigCodeBench Instruct | 40.7% | — |
| LiveBench Coding | — | 35.1% |
| BigCodeBench Complete | 49.6% | — |
| HumanEval+ | 65.9% | — |

## Reasoning

- Codellama 70b Instruct: 19.2 (#241)
- Sonar: 20.3 (#221)

| Benchmark | Codellama 70b Instruct | Sonar |
|---|---|---|
| LiveBench Reasoning | — | 46.3% |
| LMArena Hard Prompts | 1052 | — |
| LiveBench Data Analysis | — | 37.9% |
| LiveBench | — | 46.9% |

## Math

- Codellama 70b Instruct: —
- Sonar: 31.3 (#197)

| Benchmark | Codellama 70b Instruct | Sonar |
|---|---|---|
| LiveBench Math | — | 41.6% |

## Multilingual

- Codellama 70b Instruct: 24.9 (#283)
- Sonar: —

| Benchmark | Codellama 70b Instruct | Sonar |
|---|---|---|
| LMArena Non-English | 992 | — |

## Instruction Following

- Codellama 70b Instruct: 52.1 (#288)
- Sonar: 71.5 (#146)

| Benchmark | Codellama 70b Instruct | Sonar |
|---|---|---|
| LiveBench Instruction Following | — | 76.2% |
| LMArena Instruction Following | 1024 | — |

## Writing & Preference

- Codellama 70b Instruct: 33.6 (#272)
- Sonar: 52.6 (#166)

| Benchmark | Codellama 70b Instruct | Sonar |
|---|---|---|
| LMArena Text | 1057 | — |
| LiveBench Language | — | 44.1% |

## FAQ

### Is Codellama 70b Instruct better than Sonar?

Sonar is the stronger model overall, scoring 37.8 to 33.3 on the Noometry Index.

### Is Codellama 70b Instruct or Sonar better for coding?

Codellama 70b Instruct scores higher on coding benchmarks: 37.0 versus 35.1 in the Noometry coding category.

### How many benchmarks do Codellama 70b Instruct and Sonar share?

0 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Sonar has 7.