# Muse Spark 1.2 vs Olmo 7b Instruct

> Muse Spark 1.2 is the stronger model overall, scoring 50.3 to 30.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/muse-spark-1-2-vs-olmo-7b-instruct
- Last updated: 2026-10-11
- Shared benchmarks: 10

## Summary

- They share 10 benchmarks with published results for both. Muse Spark 1.2 scores higher in 6 categories and Olmo 7b Instruct in 0 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Muse Spark 1.2 leads 72.3 to 25.8.
- Olmo 7b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Muse Spark 1.2 | Olmo 7b Instruct |
|---|---|---|
| Provider | Meta | Allen Institute for AI (Ai2) |
| Noometry Index | 50.3 | 30.3 |
| Rank | 48 | 295 |
| Context | 1.05M | — |
| Input $/M | $1.25 | — |
| Output $/M | $4.25 | — |
| Weights | Proprietary | Open |

## Coding

- Muse Spark 1.2: 49.2 (#51)
- Olmo 7b Instruct: 29.6 (#303)

| Benchmark | Muse Spark 1.2 | Olmo 7b Instruct |
|---|---|---|
| LMArena Coding | 1495 | 1016 |
| DeepSWE | 54.9% | — |
| LMArena WebDev | 1533 | — |
| FrontierSWE | 12% | — |
| SciCode | 56.4% | — |
| WeirdML | 60.3% | — |

## Agentic & Tool Use

- Muse Spark 1.2: 29.4 (#87)
- Olmo 7b Instruct: —

| Benchmark | Muse Spark 1.2 | Olmo 7b Instruct |
|---|---|---|
| APEX-Agents | 36.4% | — |
| GDP.pdf | 16% | — |

## Reasoning

- Muse Spark 1.2: 51.3 (#34)
- Olmo 7b Instruct: 18.8 (#274)

| Benchmark | Muse Spark 1.2 | Olmo 7b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1486 | 993 |
| SimpleBench | 74.5% | — |
| NYT Connections (extended) | 79.2% | — |
| CritPt | 17.7% | — |
| DTBench | 94.7% | — |
| LMCA | 48.4% | — |
| Epoch Capabilities Index | 154.87 | — |

## Math

- Muse Spark 1.2: 46.4 (#70)
- Olmo 7b Instruct: 30.2 (#237)

| Benchmark | Muse Spark 1.2 | Olmo 7b Instruct |
|---|---|---|
| LMArena Math | 1471 | 1018 |
| ProofBench | 43% | — |

## Knowledge

- Muse Spark 1.2: 54.1 (#53)
- Olmo 7b Instruct: —

| Benchmark | Muse Spark 1.2 | Olmo 7b Instruct |
|---|---|---|
| SimpleQA Verified | 60.3% | — |
| LMArena Expert | 1480 | — |

## Multimodal

- Muse Spark 1.2: 43.4 (#25)
- Olmo 7b Instruct: —

| Benchmark | Muse Spark 1.2 | Olmo 7b Instruct |
|---|---|---|
| LMArena Vision | 1305 | — |

## Multilingual

- Muse Spark 1.2: 57.1 (#11)
- Olmo 7b Instruct: 24.0 (#291)

| Benchmark | Muse Spark 1.2 | Olmo 7b Instruct |
|---|---|---|
| LMArena Non-English | 1478 | 977 |
| LMArena Chinese | 1511 | 1014 |
| LMArena Russian | 1487 | 947 |
| LMArena French | 1513 | — |
| LMArena Spanish | 1498 | — |

## Instruction Following

- Muse Spark 1.2: 76.7 (#36)
- Olmo 7b Instruct: 49.0 (#301)

| Benchmark | Muse Spark 1.2 | Olmo 7b Instruct |
|---|---|---|
| LMArena Instruction Following | 1461 | 978 |

## Long Context

- Muse Spark 1.2: 45.2 (#48)
- Olmo 7b Instruct: —

| Benchmark | Muse Spark 1.2 | Olmo 7b Instruct |
|---|---|---|
| LMArena Longer Query | 1475 | — |

## Writing & Preference

- Muse Spark 1.2: 72.3 (#14)
- Olmo 7b Instruct: 25.8 (#303)

| Benchmark | Muse Spark 1.2 | Olmo 7b Instruct |
|---|---|---|
| LMArena Text | 1482 | 1032 |
| LMArena Creative Writing | 1449 | 990 |
| LMArena Multi-Turn | 1494 | 1007 |
| EQ-Bench Creative Writing | 1840 | — |

## FAQ

### Is Muse Spark 1.2 better than Olmo 7b Instruct?

Muse Spark 1.2 is the stronger model overall, scoring 50.3 to 30.3 on the Noometry Index.

### Is Muse Spark 1.2 or Olmo 7b Instruct better for coding?

Muse Spark 1.2 scores higher on coding benchmarks: 49.2 versus 29.6 in the Noometry coding category.

### How many benchmarks do Muse Spark 1.2 and Olmo 7b Instruct share?

10 benchmarks have published results for both models. Muse Spark 1.2 has 31 scored results on Noometry and Olmo 7b Instruct has 10.