# Hy3 vs Muse Spark 1.3

> Muse Spark 1.3 is the stronger model overall, scoring 54.8 to 44.2 on the Noometry Index. Hy3 costs 14× less per token, which makes it the better buy when Muse Spark 1.3's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/hy3-vs-muse-spark-1-3
- Last updated: 2026-10-10
- Shared benchmarks: 19

## Summary

- They share 19 benchmarks with published results for both. Hy3 scores higher in 0 categories and Muse Spark 1.3 in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where Muse Spark 1.3 leads 73.1 to 40.1.
- The biggest single-benchmark swing is NYT Connections (extended): 41.2% for Hy3 and 85.1% for Muse Spark 1.3.
- Hy3 is cheaper at $0.0825 / $0.33 per million input/output tokens, against $1.25 / $4.25 for Muse Spark 1.3.
- Muse Spark 1.3 accepts more context: 1.05M tokens versus 262K.
- Hy3 has downloadable open weights; the other is API-only.

## Snapshot

| | Hy3 | Muse Spark 1.3 |
|---|---|---|
| Provider | Tencent | Meta |
| Noometry Index | 44.2 | 54.8 |
| Rank | 79 | 27 |
| Context | 262K | 1.05M |
| Input $/M | $0.0825 | $1.25 |
| Output $/M | $0.33 | $4.25 |
| Weights | Open | Proprietary |

## Coding

- Hy3: 46.8 (#63)
- Muse Spark 1.3: 56.6 (#21)

| Benchmark | Hy3 | Muse Spark 1.3 |
|---|---|---|
| LMArena WebDev | 1508 | 1657 |
| LMArena Coding | 1464 | 1514 |
| CursorBench | — | 41.6% |
| SciCode | — | 59.7% |

## Agentic & Tool Use

- Hy3: —
- Muse Spark 1.3: 38.6 (#30)

| Benchmark | Hy3 | Muse Spark 1.3 |
|---|---|---|
| APEX-Agents | — | 57.8% |
| GDP.pdf | — | 27.6% |

## Reasoning

- Hy3: 26.1 (#136)
- Muse Spark 1.3: 54.0 (#27)

| Benchmark | Hy3 | Muse Spark 1.3 |
|---|---|---|
| NYT Connections (extended) | 41.2% | 85.1% |
| LMArena Hard Prompts | 1447 | 1503 |
| CritPt | — | 26% |
| Chess Puzzles | — | 38% |
| Mystery Game Puzzles | — | 25% |
| DTBench | — | 96.5% |
| LMCA | — | 53.9% |
| Bench to the Future 3 | — | 0.14 |
| Epoch Capabilities Index | — | 156.75 |

## Math

- Hy3: 40.1 (#93)
- Muse Spark 1.3: 73.1 (#21)

| Benchmark | Hy3 | Muse Spark 1.3 |
|---|---|---|
| LMArena Math | 1475 | 1494 |
| FrontierMath (Tiers 1-3) | — | 74.4% |
| FrontierMath Tier 4 | — | 46.3% |
| OTIS Mock AIME 2024-2025 | — | 99.2% |
| ProofBench | — | 58% |

## Knowledge

- Hy3: 40.8 (#114)
- Muse Spark 1.3: 42.6 (#95)

| Benchmark | Hy3 | Muse Spark 1.3 |
|---|---|---|
| LMArena Expert | 1460 | 1516 |

## Multimodal

- Hy3: —
- Muse Spark 1.3: 43.7 (#22)

| Benchmark | Hy3 | Muse Spark 1.3 |
|---|---|---|
| LMArena Vision | — | 1309 |
| LMArena Document | — | 1471 |

## Multilingual

- Hy3: 53.5 (#65)
- Muse Spark 1.3: 57.4 (#8)

| Benchmark | Hy3 | Muse Spark 1.3 |
|---|---|---|
| LMArena Non-English | 1426 | 1481 |
| LMArena Chinese | 1493 | 1529 |
| LMArena French | 1461 | 1524 |
| LMArena German | 1439 | 1515 |
| LMArena Japanese | 1392 | 1474 |
| LMArena Korean | 1395 | 1501 |
| LMArena Russian | 1432 | 1490 |
| LMArena Spanish | 1456 | 1490 |

## Instruction Following

- Hy3: 75.1 (#70)
- Muse Spark 1.3: 77.5 (#22)

| Benchmark | Hy3 | Muse Spark 1.3 |
|---|---|---|
| LMArena Instruction Following | 1426 | 1477 |

## Long Context

- Hy3: 44.1 (#75)
- Muse Spark 1.3: 45.6 (#32)

| Benchmark | Hy3 | Muse Spark 1.3 |
|---|---|---|
| LMArena Longer Query | 1442 | 1488 |

## Writing & Preference

- Hy3: 62.2 (#81)
- Muse Spark 1.3: 73.6 (#9)

| Benchmark | Hy3 | Muse Spark 1.3 |
|---|---|---|
| LMArena Text | 1439 | 1490 |
| LMArena Creative Writing | 1402 | 1455 |
| LMArena Multi-Turn | 1436 | 1482 |
| EQ-Bench Creative Writing | — | 1906 |

## FAQ

### Is Hy3 better than Muse Spark 1.3?

Muse Spark 1.3 is the stronger model overall, scoring 54.8 to 44.2 on the Noometry Index. Hy3 costs 14× less per token, which makes it the better buy when Muse Spark 1.3's lead doesn't matter for your workload.

### Which is cheaper, Hy3 or Muse Spark 1.3?

Hy3 is cheaper. It lists at $0.0825 per million input tokens and $0.33 per million output tokens; Muse Spark 1.3 lists at $1.25 and $4.25.

### Is Hy3 or Muse Spark 1.3 better for coding?

Muse Spark 1.3 scores higher on coding benchmarks: 56.6 versus 46.8 in the Noometry coding category.

### Which has the bigger context window?

Muse Spark 1.3 does, with 1.05M tokens against 262K.

### How many benchmarks do Hy3 and Muse Spark 1.3 share?

19 benchmarks have published results for both models. Hy3 has 19 scored results on Noometry and Muse Spark 1.3 has 37.