Muse Spark 1.3 vs Hy3
Hy3 costs 8.0x less per output token than Muse Spark 1.3 ($0.528 vs $4.25 per million). Updated October 22, 2026; 44 benchmarks have a result for both.
Muse Spark 1.3 or Hy3: which to pick
Only Muse Spark 1.3 has a coding score, 57.4 on the Vibe Coding Index; Hy3 has none, so the two cannot be ranked on coding.
Pick Hy3 for output tokens 8.0x cheaper ($0.528 vs $4.25 per million).
- Shared results
- 44
- Muse Spark 1.3 only
- 52
- Hy3 only
- 0
- Like-for-like categories
- 6 of 9
Only benchmarks that tested both models count toward a pick; a result only one model has is shown but not compared.
Which one for your work
Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.
Coding
Vibe Coding Index, six public coding benchmarks
No call
Only Muse Spark 1.3 has a coding score, so no call is made.
One side not measured
Intelligence
AA Intelligence Index
No call
Only Muse Spark 1.3 has a AA Intelligence Index result, 48.1.
Directional only
Agentic work
AA Agentic Index
No call
Only Muse Spark 1.3 has a AA Agentic Index result, 55.5.
Directional only
Web design
Design Arena: websites
Muse Spark 1.3
Muse Spark 1.3 leads, 1356 against 1230.
Same board, both measured
Long documents
Listed context window
Muse Spark 1.3
Muse Spark 1.3 takes 1.05M tokens against 262K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Hy3
Muse Spark 1.3 $0.0034, Hy3 $0.0004 per turn.
List prices
At a glance
- Coding index
- Muse Spark 1.3 57.4 from 4 benchmarks, Hy3 not benchmarked.
- Widest category
- Web design, 16.5 points apart on average over 8 shared benchmarks.
- Widest single gap
- ALE-Bench: Muse Spark 1.3 1688.3 against Hy3 838.6, 28.3 points apart on a 0 to 100 scale.
- Output price
- Muse Spark 1.3 $4.25 against Hy3 $0.528 per million output tokens, 8.0x apart.
- Context window
- Muse Spark 1.3 takes 1.05M tokens, Hy3 262K.
Benchmark by benchmark
First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.
| Category | Muse Spark 1.3 | Bars | Hy3 | Ties |
|---|---|---|---|---|
| Coding | 7 | 0 | ||
| Reasoning | 5 | 0 | ||
| Math | 2 | 0 | ||
| Knowledge | 4 | 0 | ||
| Web design | 8 | 0 | ||
| General | 18 | 0 | ||
| All shared boards | 44 | 0 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index70
| Benchmark | Muse Spark 1.3 | Hy3 | Leader |
|---|---|---|---|
| LiveBench coding | 90.2% | Not measured | Only Muse Spark 1.3 measured |
| LMArena WebDev | 1659 | 1507 | Muse Spark 1.3 |
| AA Coding Index | 75.8 | Not measured | Only Muse Spark 1.3 measured |
| Terminal-Bench 4 (Vals AI) | 10.6% | Not measured | Only Muse Spark 1.3 measured |
| Vibe Code Bench (Vals AI) | 82.9% | Not measured | Only Muse Spark 1.3 measured |
| Code migration (Vals AI) | 27.6% | Not measured | Only Muse Spark 1.3 measured |
| ProgramBench (Vals AI) | 0.5% | Not measured | Only Muse Spark 1.3 measured |
| IOI (Vals AI) | 43.9% | Not measured | Only Muse Spark 1.3 measured |
| Terminal-Bench 2.1 (Vals AI) | 72.3% | Not measured | Only Muse Spark 1.3 measured |
| CyberBench (Vals AI) | 69.4% | Not measured | Only Muse Spark 1.3 measured |
| SciCode | 59.7% | 48.6% | Muse Spark 1.3 |
| FrontierSWE | 25.8% | Not measured | Only Muse Spark 1.3 measured |
| ALE-Bench | 1688.3 | 838.6 | Muse Spark 1.3 |
| LMArena Text: coding | 1510 | 1466 | Muse Spark 1.3 |
| LMArena Text: software and IT | 1511 | 1463 | Muse Spark 1.3 |
| LMArena WebDev: React | 1672 | 1511 | Muse Spark 1.3 |
| LMArena WebDev: HTML | 1653 | 1487 | Muse Spark 1.3 |
| LMArena WebDev: from an image | 1640 | Not measured | Only Muse Spark 1.3 measured |
| Neither model has a result on the other 25 boards here | |||
IntelligenceDirectional onlyPublic boards, shown as published, kept out of the index2 boards, none shared
| Benchmark | Muse Spark 1.3 | Hy3 | Leader |
|---|---|---|---|
| AA Intelligence Index | 48.1 | Not measured | Only Muse Spark 1.3 measured |
| Epoch Capabilities Index | 157.2 | Not measured | Only Muse Spark 1.3 measured |
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index16 boards, none shared
| Benchmark | Muse Spark 1.3 | Hy3 | Leader |
|---|---|---|---|
| AA Agentic Index | 55.5 | Not measured | Only Muse Spark 1.3 measured |
| Design Arena: agents building web apps | 1297 | Not measured | Only Muse Spark 1.3 measured |
| Design Arena: agents building full-stack apps | 1295 | Not measured | Only Muse Spark 1.3 measured |
| Design Arena: agents building mobile apps | 1217 | Not measured | Only Muse Spark 1.3 measured |
| Design Arena: agents building Godot games | 1241 | Not measured | Only Muse Spark 1.3 measured |
| Design Arena: PowerPoint slides | 1217 | Not measured | Only Muse Spark 1.3 measured |
| Design Arena: spreadsheets | 1075 | Not measured | Only Muse Spark 1.3 measured |
| LiveBench research | 68.6% | Not measured | Only Muse Spark 1.3 measured |
| LiveBench browser | 80.0% | Not measured | Only Muse Spark 1.3 measured |
| LiveBench long agentic | 40.4% | Not measured | Only Muse Spark 1.3 measured |
| Finance Agent (Vals AI) | 58.9% | Not measured | Only Muse Spark 1.3 measured |
| Tax Agent Bench (Vals AI) | 36.0% | Not measured | Only Muse Spark 1.3 measured |
| Legal Research Bench (Vals AI) | 40.9% | Not measured | Only Muse Spark 1.3 measured |
| Excel Modeling Benchmark (Vals AI) | 62.7% | Not measured | Only Muse Spark 1.3 measured |
| Terminal-Bench-Science (Vals AI) | 4.3% | Not measured | Only Muse Spark 1.3 measured |
| APEX-Agents | 58.6% | Not measured | Only Muse Spark 1.3 measured |
| Neither model has a result on the other 26 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index50
| Benchmark | Muse Spark 1.3 | Hy3 | Leader |
|---|---|---|---|
| LiveBench reasoning | 89.7% | Not measured | Only Muse Spark 1.3 measured |
| GPQA Diamond (Artificial Analysis run) | 94.1% | 89.7% | Muse Spark 1.3 |
| Humanity's Last Exam (Artificial Analysis run) | 48.7% | 33.5% | Muse Spark 1.3 |
| Chess puzzles | 37.0% | Not measured | Only Muse Spark 1.3 measured |
| Mystery game puzzles | 25.0% | Not measured | Only Muse Spark 1.3 measured |
| LMArena Text: hard prompts | 1503 | 1447 | Muse Spark 1.3 |
| LMArena Text: expert | 1519 | 1461 | Muse Spark 1.3 |
| LMArena Text: hard prompts in English | 1500 | 1455 | Muse Spark 1.3 |
| LMArena Vision: diagrams | 1330 | Not measured | Only Muse Spark 1.3 measured |
| LMArena Vision: homework | 1296 | Not measured | Only Muse Spark 1.3 measured |
| Humanity's Last Exam (Scale run) | 25.4% | Not measured | Only Muse Spark 1.3 measured |
| Neither model has a result on the other 12 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index20
| Benchmark | Muse Spark 1.3 | Hy3 | Leader |
|---|---|---|---|
| OTIS Mock AIME | 99.2% | Not measured | Only Muse Spark 1.3 measured |
| FrontierMath, tiers 1 to 3 | 74.4% | Not measured | Only Muse Spark 1.3 measured |
| FrontierMath, tier 4 | 46.3% | Not measured | Only Muse Spark 1.3 measured |
| ProofBench | 58.0% | Not measured | Only Muse Spark 1.3 measured |
| LMArena Text: math | 1497 | 1473 | Muse Spark 1.3 |
| LMArena Text: mathematical work | 1491 | 1482 | Muse Spark 1.3 |
| MathArena | 43.0% | Not measured | Only Muse Spark 1.3 measured |
| Neither model has a result on the other 7 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index40
| Benchmark | Muse Spark 1.3 | Hy3 | Leader |
|---|---|---|---|
| LMArena Text: science | 1507 | 1457 | Muse Spark 1.3 |
| LMArena Text: medicine and healthcare | 1493 | 1452 | Muse Spark 1.3 |
| LMArena Text: legal and government | 1499 | 1422 | Muse Spark 1.3 |
| LMArena Text: business and finance | 1490 | 1424 | Muse Spark 1.3 |
| PRBench Finance | 59.5% | Not measured | Only Muse Spark 1.3 measured |
| PRBench Legal | 61.6% | Not measured | Only Muse Spark 1.3 measured |
| Neither model has a result on the other 14 boards here | |||
Web designLike-for-likePublic boards, shown as published, kept out of the index80
| Benchmark | Muse Spark 1.3 | Hy3 | Leader |
|---|---|---|---|
| Design Arena: websites | 1356 | 1230 | Muse Spark 1.3 |
| Design Arena: UI components | 1350 | 1204 | Muse Spark 1.3 |
| Design Arena: game dev | 1328 | 1208 | Muse Spark 1.3 |
| Design Arena: data viz | 1344 | 1165 | Muse Spark 1.3 |
| Design Arena: 3D | 1358 | 1232 | Muse Spark 1.3 |
| Design Arena: all code categories | 1352 | 1227 | Muse Spark 1.3 |
| Design Arena: SVG | 1301 | 1201 | Muse Spark 1.3 |
| Design Arena: ASCII art | 1283 | 1152 | Muse Spark 1.3 |
| LiveBench design | 74.8% | Not measured | Only Muse Spark 1.3 measured |
GeneralLike-for-likePublic boards, shown as published, kept out of the index180
| Benchmark | Muse Spark 1.3 | Hy3 | Leader |
|---|---|---|---|
| LiveBench data analysis | 79.6% | Not measured | Only Muse Spark 1.3 measured |
| Long context reasoning (AA-LCR) | 83.0% | 79.0% | Muse Spark 1.3 |
| DTBench | 96.5% | Not measured | Only Muse Spark 1.3 measured |
| LMCA | 53.9% | Not measured | Only Muse Spark 1.3 measured |
| LMArena Text | 1490 | 1438 | Muse Spark 1.3 |
| LMArena Text: instruction following | 1479 | 1426 | Muse Spark 1.3 |
| LMArena Text: creative writing | 1462 | 1403 | Muse Spark 1.3 |
| LMArena Vision | 1308 | Not measured | Only Muse Spark 1.3 measured |
| LMArena Text: English | 1495 | 1448 | Muse Spark 1.3 |
| LMArena Text: non-English | 1481 | 1426 | Muse Spark 1.3 |
| LMArena Text: Chinese | 1532 | 1485 | Muse Spark 1.3 |
| LMArena Text: German | 1513 | 1449 | Muse Spark 1.3 |
| LMArena Text: Japanese | 1470 | 1397 | Muse Spark 1.3 |
| LMArena Text: Korean | 1490 | 1396 | Muse Spark 1.3 |
| LMArena Text: French | 1511 | 1456 | Muse Spark 1.3 |
| LMArena Text: Spanish | 1496 | 1457 | Muse Spark 1.3 |
| LMArena Text: Russian | 1491 | 1432 | Muse Spark 1.3 |
| LMArena Text: Polish | 1490 | 1447 | Muse Spark 1.3 |
| LMArena Text: multi-turn | 1487 | 1436 | Muse Spark 1.3 |
| LMArena Text: longer queries | 1488 | 1442 | Muse Spark 1.3 |
| LMArena Text: writing and language | 1470 | 1414 | Muse Spark 1.3 |
| LMArena Text: entertainment and media | 1457 | 1400 | Muse Spark 1.3 |
| LMArena Vision: English | 1298 | Not measured | Only Muse Spark 1.3 measured |
| LMArena Vision: Chinese | 1384 | Not measured | Only Muse Spark 1.3 measured |
| LMArena Vision: reading text | 1319 | Not measured | Only Muse Spark 1.3 measured |
| LMArena Vision: humor | 1293 | Not measured | Only Muse Spark 1.3 measured |
| LMArena Vision: creative writing | 1296 | Not measured | Only Muse Spark 1.3 measured |
| Neither model has a result on the other 21 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Muse Spark 1.3 | Hy3 | Leader |
|---|---|---|---|
| Neither model has a result on 5 boards here | |||
What each workload costs
Three fixed token mixes at each model's listed price, so per-token rates become a bill.
Chat turn
1K input + 500 output tokens
Hy3 costs less
Repository review
50K input + 3K output tokens
Hy3 costs less
Agent loop
200K input + 10K output tokens
Hy3 costs less
Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.
Specification differences
The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.
| Specification | Meta Muse Spark 1.3 | Tencent Hy3 |
|---|---|---|
| Maker | Meta | Tencent |
| Weights | No public weights listed | Open weights |
| Released | September 2, 2026 | July 6, 2026 |
| Context window | 1.05M | 262K |
| Input $/Mtok | $1.25 | $0.132 |
| Output $/Mtok | $4.25 | $0.528 |
| Coding index | 57.4 | Not benchmarked |
| Independent measurements behind it | 4 | 1 |
| Cost per solved task | Not computable | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Muse Spark 1.3 better than Hy3 for coding?
Only Muse Spark 1.3 has a coding score, 57.4 on the Vibe Coding Index; Hy3 has none, so the two cannot be ranked on coding. Pick Hy3 for output tokens 8.0x cheaper ($0.528 vs $4.25 per million).
Which is cheaper, Muse Spark 1.3 or Hy3?
Muse Spark 1.3 costs $1.25 per million input tokens and $4.25 per million output tokens; Hy3 costs $0.132 and $0.528. Cost per solved task is known for neither of them.
Which has the bigger context window, Muse Spark 1.3 or Hy3?
Muse Spark 1.3, with 1.05M tokens against 262K.
How many benchmarks is the Muse Spark 1.3 vs Hy3 comparison based on?
44 benchmarks have a result for both models as of October 22, 2026. Muse Spark 1.3's coding index rests on 4 independent benchmarks and Hy3's on 1. Where only one model has a result, the page says so instead of naming a winner.