# Llama 3.2 90B vs Muse Spark

> Muse Spark is the stronger model overall, scoring 50.3 to 27.1 on the Noometry Index.

- Canonical page: https://noometry.com/compare/llama-3-2-90b-vs-muse-spark
- Last updated: 2026-10-10
- Shared benchmarks: 4

## Summary

- They share 4 benchmarks with published results for both. Llama 3.2 90B scores higher in 0 categories and Muse Spark in 4 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Muse Spark leads 65.7 to 21.7.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 2.6% for Llama 3.2 90B and 88.9% for Muse Spark.
- Llama 3.2 90B has downloadable open weights; the other is API-only.

## Snapshot

| | Llama 3.2 90B | Muse Spark |
|---|---|---|
| Provider | Meta | Meta |
| Noometry Index | 27.1 | 50.3 |
| Rank | 326 | 41 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Proprietary |

## Coding

- Llama 3.2 90B: —
- Muse Spark: 45.6 (#65)

| Benchmark | Llama 3.2 90B | Muse Spark |
|---|---|---|
| SciCode | — | 51.5% |
| LMArena Coding | — | 1482 |

## Agentic & Tool Use

- Llama 3.2 90B: 29.7 (#73)
- Muse Spark: —

| Benchmark | Llama 3.2 90B | Muse Spark |
|---|---|---|
| BALROG | 27.3% | — |

## Reasoning

- Llama 3.2 90B: 20.9 (#207)
- Muse Spark: 34.9 (#61)

| Benchmark | Llama 3.2 90B | Muse Spark |
|---|---|---|
| Epoch Capabilities Index | 125.5 | 152.09 |
| CritPt | — | 11.3% |
| EnigmaEval | 0.4% | — |
| LMArena Hard Prompts | — | 1475 |

## Math

- Llama 3.2 90B: 10.4 (#302)
- Muse Spark: 46.8 (#57)

| Benchmark | Llama 3.2 90B | Muse Spark |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 2.6% | 88.9% |
| ProofBench | — | 17% |
| LMArena Math | — | 1455 |
| MATH Level 5 | 39.4% | — |
| FrontierMath (Feb 2025 set) | — | 39% |
| FrontierMath Tier 4 (v1) | — | 14.6% |

## Knowledge

- Llama 3.2 90B: 21.7 (#269)
- Muse Spark: 65.7 (#12)

| Benchmark | Llama 3.2 90B | Muse Spark |
|---|---|---|
| GPQA Diamond | 41% | 89.8% |
| Humanity's Last Exam | — | 40.6% |
| LMArena Expert | — | 1458 |
| MMLU | 80.3% | — |

## Multimodal

- Llama 3.2 90B: 24.9 (#119)
- Muse Spark: 42.7 (#23)

| Benchmark | Llama 3.2 90B | Muse Spark |
|---|---|---|
| LMArena Vision | 1000 | 1306 |
| GeoBench | 52% | — |
| LMArena Document | — | 1444 |

## Multilingual

- Llama 3.2 90B: —
- Muse Spark: 56.3 (#23)

| Benchmark | Llama 3.2 90B | Muse Spark |
|---|---|---|
| LMArena Non-English | — | 1464 |
| LMArena Chinese | — | 1507 |
| LMArena French | — | 1497 |
| LMArena German | — | 1497 |
| LMArena Korean | — | 1457 |
| LMArena Russian | — | 1467 |
| LMArena Spanish | — | 1471 |

## Instruction Following

- Llama 3.2 90B: —
- Muse Spark: 76.1 (#47)

| Benchmark | Llama 3.2 90B | Muse Spark |
|---|---|---|
| LMArena Instruction Following | — | 1443 |

## Long Context

- Llama 3.2 90B: —
- Muse Spark: 44.4 (#65)

| Benchmark | Llama 3.2 90B | Muse Spark |
|---|---|---|
| LMArena Longer Query | — | 1451 |

## Writing & Preference

- Llama 3.2 90B: —
- Muse Spark: 66.2 (#37)

| Benchmark | Llama 3.2 90B | Muse Spark |
|---|---|---|
| LMArena Text | — | 1474 |
| LMArena Creative Writing | — | 1460 |
| LMArena Multi-Turn | — | 1477 |

## FAQ

### Is Llama 3.2 90B better than Muse Spark?

Muse Spark is the stronger model overall, scoring 50.3 to 27.1 on the Noometry Index.

### How many benchmarks do Llama 3.2 90B and Muse Spark share?

4 benchmarks have published results for both models. Llama 3.2 90B has 9 scored results on Noometry and Muse Spark has 27.