# Olmo 7b Instruct vs Sonar

> Sonar is the stronger model overall, scoring 37.8 to 29.7 on the Noometry Index.

- Canonical page: https://noometry.com/compare/olmo-7b-instruct-vs-sonar
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in writing & preference, where Sonar leads 52.6 to 26.0.
- Olmo 7b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Olmo 7b Instruct | Sonar |
|---|---|---|
| Provider | Allen Institute for AI (Ai2) | Perplexity |
| Noometry Index | 29.7 | 37.8 |
| Rank | 293 | 184 |
| Context | — | 128K |
| Input $/M | — | $1 |
| Output $/M | — | $1 |
| Weights | Open | Proprietary |

## Coding

- Olmo 7b Instruct: 29.1 (#298)
- Sonar: 35.1 (#217)

| Benchmark | Olmo 7b Instruct | Sonar |
|---|---|---|
| LiveBench Coding | — | 35.1% |
| LMArena Coding | 1016 | — |

## Reasoning

- Olmo 7b Instruct: 18.0 (#273)
- Sonar: 20.3 (#221)

| Benchmark | Olmo 7b Instruct | Sonar |
|---|---|---|
| LiveBench Reasoning | — | 46.3% |
| LMArena Hard Prompts | 993 | — |
| LiveBench Data Analysis | — | 37.9% |
| LiveBench | — | 46.9% |

## Math

- Olmo 7b Instruct: 27.8 (#234)
- Sonar: 31.3 (#197)

| Benchmark | Olmo 7b Instruct | Sonar |
|---|---|---|
| LiveBench Math | — | 41.6% |
| LMArena Math | 1018 | — |

## Multilingual

- Olmo 7b Instruct: 24.1 (#286)
- Sonar: —

| Benchmark | Olmo 7b Instruct | Sonar |
|---|---|---|
| LMArena Non-English | 977 | — |
| LMArena Chinese | 1013 | — |
| LMArena Russian | 946 | — |

## Instruction Following

- Olmo 7b Instruct: 49.3 (#296)
- Sonar: 71.5 (#146)

| Benchmark | Olmo 7b Instruct | Sonar |
|---|---|---|
| LiveBench Instruction Following | — | 76.2% |
| LMArena Instruction Following | 978 | — |

## Writing & Preference

- Olmo 7b Instruct: 26.0 (#298)
- Sonar: 52.6 (#166)

| Benchmark | Olmo 7b Instruct | Sonar |
|---|---|---|
| LMArena Text | 1032 | — |
| LMArena Creative Writing | 990 | — |
| LMArena Multi-Turn | 1007 | — |
| LiveBench Language | — | 44.1% |

## FAQ

### Is Olmo 7b Instruct better than Sonar?

Sonar is the stronger model overall, scoring 37.8 to 29.7 on the Noometry Index.

### Is Olmo 7b Instruct or Sonar better for coding?

Sonar scores higher on coding benchmarks: 35.1 versus 29.1 in the Noometry coding category.

### How many benchmarks do Olmo 7b Instruct and Sonar share?

0 benchmarks have published results for both models. Olmo 7b Instruct has 10 scored results on Noometry and Sonar has 7.