Claude Fable 5 vs Muse Spark 1.1
Claude Fable 5 leads Muse Spark 1.1 on coding, 79.3 to 70.3 on the Vibe Coding Index, and Muse Spark 1.1 costs 11.8x less per output token ($4.25 vs $50.00 per million). Updated October 22, 2026; 93 benchmarks have a result for both.
Claude Fable 5 or Muse Spark 1.1: which to pick
Pick Claude Fable 5 for coding: it scores 79.3 on the Vibe Coding Index against 70.3 for Muse Spark 1.1.
Pick Muse Spark 1.1 for output tokens 11.8x cheaper ($4.25 vs $50.00 per million) and a lower cost per solved task ($0.43 against $2.16).
- Shared results
- 93
- Claude Fable 5 only
- 34
- Muse Spark 1.1 only
- 3
- Like-for-like categories
- 8 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
Claude Fable 5
Claude Fable 5 scores 79.3 against 70.3.
6 and 3 benchmarks behind the scores
Intelligence
AA Intelligence Index
Claude Fable 5
Claude Fable 5 leads, 49.6 against 33.7.
Same board, both measured
Agentic work
AA Agentic Index
Claude Fable 5
Claude Fable 5 leads, 50.7 against 25.8.
Same board, both measured
Reasoning
GPQA Diamond
Claude Fable 5
Claude Fable 5 leads, 93.2% against 91.2%.
Same board, both measured
Knowledge
MMLU Pro
Claude Fable 5
Claude Fable 5 leads, 91.5% against 88.7%.
Same board, both measured
Web design
Design Arena: websites
Claude Fable 5
Claude Fable 5 leads, 1295 against 1270.
Same board, both measured
Long documents
Listed context window
Muse Spark 1.1
Muse Spark 1.1 takes 1.05M tokens against 1M.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Muse Spark 1.1
Claude Fable 5 $0.035, Muse Spark 1.1 $0.0034 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
Muse Spark 1.1
Claude Fable 5 $2.16, Muse Spark 1.1 $0.43.
Published attempt cost and pass rate
At a glance
- Coding index
- Claude Fable 5 79.3 from 6 benchmarks, Muse Spark 1.1 70.3 from 3 benchmarks.
- Widest category
- Math, 22.2 points apart on average over 3 shared benchmarks.
- Widest single gap
- ProofBench: Claude Fable 5 95.0% against Muse Spark 1.1 39.0%, 56.0 points apart on a 0 to 100 scale.
- Output price
- Claude Fable 5 $50.00 against Muse Spark 1.1 $4.25 per million output tokens, 11.8x apart.
- Context window
- Claude Fable 5 takes 1M tokens, Muse Spark 1.1 1.05M.
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 | Claude Fable 5 | Bars | Muse Spark 1.1 | Ties |
|---|---|---|---|---|
| Coding | 14 | 0 | ||
| Intelligence | 2 | 0 | ||
| Agentic work | 12 | 2 | ||
| Reasoning | 10 | 0 | ||
| Math | 3 | 0 | ||
| Knowledge | 9 | 1 | ||
| Web design | 8 | 0 | ||
| General | 30 | 2 | ||
| All shared boards | 88 | 5 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index140
| Benchmark | Claude Fable 5 | Muse Spark 1.1 | Leader |
|---|---|---|---|
| LiveBench coding | 98.3% | Not measured | Only Claude Fable 5 measured |
| LMArena WebDev | 1624 | 1542 | Claude Fable 5 |
| AA Coding Index | 76.5 | 71.3 | Claude Fable 5 |
| LiveCodeBench (Vals AI) | 89.8% | 85.9% | Claude Fable 5 |
| SWE-bench Verified (Vals AI) | 95.0% | 82.0% | Claude Fable 5 |
| Terminal-Bench 4 (Vals AI) | 41.4% | Not measured | Only Claude Fable 5 measured |
| Vibe Code Bench (Vals AI) | 90.3% | 72.2% | Claude Fable 5 |
| Code migration (Vals AI) | 55.1% | 31.1% | Claude Fable 5 |
| ProgramBench (Vals AI) | 2.0% | 0.0% | Claude Fable 5 |
| Terminal-Bench 2.1 (Vals AI) | 80.5% | 69.3% | Claude Fable 5 |
| SkillsBench (Vals AI) | Not measured | 59.2% | Only Muse Spark 1.1 measured |
| SciCode | 61.0% | 58.8% | Claude Fable 5 |
| Terminal-Bench Hard (Artificial Analysis run) | 62.9% | Not measured | Only Claude Fable 5 measured |
| FrontierCode | 53.5% | Not measured | Only Claude Fable 5 measured |
| FrontierSWE | 47.0% | Not measured | Only Claude Fable 5 measured |
| GSO-Bench | 78.4% | Not measured | Only Claude Fable 5 measured |
| WeirdML | 91.9% | Not measured | Only Claude Fable 5 measured |
| MirrorCode | 63.9% | Not measured | Only Claude Fable 5 measured |
| ALE-Bench | 2041.3 | Not measured | Only Claude Fable 5 measured |
| LMArena Text: coding | 1518 | 1498 | Claude Fable 5 |
| LMArena Text: software and IT | 1513 | 1498 | Claude Fable 5 |
| LMArena WebDev: React | 1631 | 1532 | Claude Fable 5 |
| LMArena WebDev: HTML | 1651 | 1540 | Claude Fable 5 |
| LMArena WebDev: from an image | 1623 | 1540 | Claude Fable 5 |
| Neither model has a result on the other 15 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index20
| Benchmark | Claude Fable 5 | Muse Spark 1.1 | Leader |
|---|---|---|---|
| AA Intelligence Index | 49.6 | 33.7 | Claude Fable 5 |
| Epoch Capabilities Index | 163.4 | 154.1 | Claude Fable 5 |
Agentic workLike-for-likePublic boards, shown as published, kept out of the index122
| Benchmark | Claude Fable 5 | Muse Spark 1.1 | Leader |
|---|---|---|---|
| AA Agentic Index | 50.7 | 25.8 | Claude Fable 5 |
| Design Arena: agents building web apps | 1261 | 1207 | Claude Fable 5 |
| Design Arena: agents building full-stack apps | 1280 | 1199 | Claude Fable 5 |
| Design Arena: agents building mobile apps | 1264 | 1175 | Claude Fable 5 |
| Design Arena: agents building Android apps | 1284 | 1178 | Claude Fable 5 |
| Design Arena: agents building Godot games | 1292 | 1103 | Claude Fable 5 |
| Design Arena: agents building games | 1285 | 1183 | Claude Fable 5 |
| Design Arena: HTML slides | 1227 | 1195 | Claude Fable 5 |
| Design Arena: PowerPoint slides | 1270 | 1155 | Claude Fable 5 |
| Design Arena: spreadsheets | Not measured | 1042 | Only Muse Spark 1.1 measured |
| LiveBench research | 86.9% | Not measured | Only Claude Fable 5 measured |
| LiveBench browser | 92.0% | Not measured | Only Claude Fable 5 measured |
| LiveBench long agentic | 53.2% | Not measured | Only Claude Fable 5 measured |
| Finance Agent (Vals AI) | 56.3% | 57.2% | Muse Spark 1.1 |
| Tax Agent Bench (Vals AI) | 38.3% | Not measured | Only Claude Fable 5 measured |
| Legal Research Bench (Vals AI) | 49.5% | 38.0% | Claude Fable 5 |
| Excel Modeling Benchmark (Vals AI) | 73.7% | 56.4% | Claude Fable 5 |
| Terminal-Bench-Science (Vals AI) | 15.7% | Not measured | Only Claude Fable 5 measured |
| Time Horizon Index (Vals AI) | Not measured | 1.7% | Only Muse Spark 1.1 measured |
| τ²-Bench Telecom | 98.5% | Not measured | Only Claude Fable 5 measured |
| APEX-Agents | 63.6% | 31.8% | Claude Fable 5 |
| Remote Labor Index | 16.1% | Not measured | Only Claude Fable 5 measured |
| PostTrainBench | 41.8% | Not measured | Only Claude Fable 5 measured |
| Vending-Bench 2 | $5,680 | $6,520 | Muse Spark 1.1 |
| LMArena Search | 1229 | Not measured | Only Claude Fable 5 measured |
| Neither model has a result on the other 16 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index100
| Benchmark | Claude Fable 5 | Muse Spark 1.1 | Leader |
|---|---|---|---|
| GPQA Diamond | 93.2% | 91.2% | Claude Fable 5 |
| LiveBench reasoning | 89.7% | Not measured | Only Claude Fable 5 measured |
| MMMU Pro (Vals AI) | 89.3% | 86.6% | Claude Fable 5 |
| GPQA Diamond (Artificial Analysis run) | 92.6% | 89.8% | Claude Fable 5 |
| Humanity's Last Exam (Artificial Analysis run) | 55.5% | 46.2% | Claude Fable 5 |
| GPQA Diamond (Epoch AI run) | 85.9% | Not measured | Only Claude Fable 5 measured |
| ARC-AGI | 98.5% | Not measured | Only Claude Fable 5 measured |
| ARC-AGI-2 | 89.2% | Not measured | Only Claude Fable 5 measured |
| SimpleBench | 81.9% | Not measured | Only Claude Fable 5 measured |
| Chess puzzles | 47.0% | 34.0% | Claude Fable 5 |
| Mystery game puzzles | 52.0% | Not measured | Only Claude Fable 5 measured |
| EBR-bench | 39.5% | Not measured | Only Claude Fable 5 measured |
| LMArena Text: hard prompts | 1507 | 1485 | Claude Fable 5 |
| LMArena Text: expert | 1534 | 1478 | Claude Fable 5 |
| LMArena Text: hard prompts in English | 1509 | 1480 | Claude Fable 5 |
| LMArena Vision: diagrams | 1357 | 1305 | Claude Fable 5 |
| LMArena Vision: homework | 1361 | 1287 | Claude Fable 5 |
| Kagi LLM Benchmark | 91.4% | Not measured | Only Claude Fable 5 measured |
| Neither model has a result on the other 4 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index30
| Benchmark | Claude Fable 5 | Muse Spark 1.1 | Leader |
|---|---|---|---|
| OTIS Mock AIME | 100.0% | Not measured | Only Claude Fable 5 measured |
| FrontierMath, tiers 1 to 3 | 87.0% | Not measured | Only Claude Fable 5 measured |
| FrontierMath, tier 4 | 90.2% | Not measured | Only Claude Fable 5 measured |
| ProofBench | 95.0% | 39.0% | Claude Fable 5 |
| LMArena Text: math | 1516 | 1482 | Claude Fable 5 |
| LMArena Text: mathematical work | 1515 | 1487 | Claude Fable 5 |
| Neither model has a result on the other 7 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index91
| Benchmark | Claude Fable 5 | Muse Spark 1.1 | Leader |
|---|---|---|---|
| MMLU Pro | 91.5% | 88.7% | Claude Fable 5 |
| LegalBench (Vals AI) | 88.6% | 85.0% | Claude Fable 5 |
| CorpFin (Vals AI) | 71.8% | 71.3% | Claude Fable 5 |
| TaxEval (Vals AI) | 76.9% | 79.7% | Muse Spark 1.1 |
| MortgageTax (Vals AI) | 68.9% | 66.1% | Claude Fable 5 |
| MedCode (Vals AI) | 56.1% | Not measured | Only Claude Fable 5 measured |
| SimpleQA Verified | 70.7% | 57.8% | Claude Fable 5 |
| LMArena Text: science | 1506 | 1484 | Claude Fable 5 |
| LMArena Text: medicine and healthcare | 1480 | 1479 | Claude Fable 5 |
| LMArena Text: legal and government | 1498 | 1481 | Claude Fable 5 |
| LMArena Text: business and finance | 1480 | 1470 | Claude Fable 5 |
| Neither model has a result on the other 7 boards here | |||
Web designLike-for-likePublic boards, shown as published, kept out of the index80
| Benchmark | Claude Fable 5 | Muse Spark 1.1 | Leader |
|---|---|---|---|
| Design Arena: websites | 1295 | 1270 | Claude Fable 5 |
| Design Arena: UI components | 1316 | 1289 | Claude Fable 5 |
| Design Arena: game dev | 1335 | 1269 | Claude Fable 5 |
| Design Arena: data viz | 1304 | 1268 | Claude Fable 5 |
| Design Arena: 3D | 1318 | 1260 | Claude Fable 5 |
| Design Arena: all code categories | 1310 | 1276 | Claude Fable 5 |
| Design Arena: SVG | 1302 | 1235 | Claude Fable 5 |
| Design Arena: ASCII art | 1329 | 1271 | Claude Fable 5 |
| LiveBench design | 84.7% | Not measured | Only Claude Fable 5 measured |
GeneralLike-for-likePublic boards, shown as published, kept out of the index302
| Benchmark | Claude Fable 5 | Muse Spark 1.1 | Leader |
|---|---|---|---|
| LiveBench data analysis | 80.5% | Not measured | Only Claude Fable 5 measured |
| Public Benefits Bench (Vals AI) | 70.4% | 61.3% | Claude Fable 5 |
| SAGE (Vals AI) | 51.9% | 45.6% | Claude Fable 5 |
| MedScribe (Vals AI) | 88.5% | 88.9% | Muse Spark 1.1 |
| Vals Multimodal Index | 74.2% | 66.7% | Claude Fable 5 |
| IFBench | 63.5% | Not measured | Only Claude Fable 5 measured |
| Long context reasoning (AA-LCR) | 82.3% | 77.7% | Claude Fable 5 |
| DTBench | 98.4% | 94.4% | Claude Fable 5 |
| LMCA | 61.2% | 49.9% | Claude Fable 5 |
| Surface Evolver Bench | 95.0% | 52.5% | Claude Fable 5 |
| Furniture assembly | 35.8% | Not measured | Only Claude Fable 5 measured |
| LMArena Text | 1491 | 1478 | Claude Fable 5 |
| LMArena Text: instruction following | 1502 | 1457 | Claude Fable 5 |
| LMArena Text: creative writing | 1494 | 1435 | Claude Fable 5 |
| LMArena Vision | 1325 | 1293 | Claude Fable 5 |
| LMArena Text: English | 1498 | 1478 | Claude Fable 5 |
| LMArena Text: non-English | 1482 | 1471 | Claude Fable 5 |
| LMArena Text: Chinese | 1543 | 1515 | Claude Fable 5 |
| LMArena Text: German | 1486 | 1469 | Claude Fable 5 |
| LMArena Text: Japanese | 1504 | 1450 | Claude Fable 5 |
| LMArena Text: Korean | 1487 | 1459 | Claude Fable 5 |
| LMArena Text: French | 1505 | 1492 | Claude Fable 5 |
| LMArena Text: Spanish | 1498 | 1464 | Claude Fable 5 |
| LMArena Text: Russian | 1503 | 1482 | Claude Fable 5 |
| LMArena Text: Polish | 1494 | 1499 | Muse Spark 1.1 |
| LMArena Text: multi-turn | 1504 | 1484 | Claude Fable 5 |
| LMArena Text: longer queries | 1510 | 1462 | Claude Fable 5 |
| LMArena Text: writing and language | 1501 | 1448 | Claude Fable 5 |
| LMArena Text: entertainment and media | 1482 | 1438 | Claude Fable 5 |
| LMArena Vision: English | 1323 | 1292 | Claude Fable 5 |
| LMArena Vision: Chinese | 1373 | 1348 | Claude Fable 5 |
| LMArena Vision: reading text | 1337 | 1301 | Claude Fable 5 |
| LMArena Vision: humor | 1341 | 1288 | Claude Fable 5 |
| LMArena Vision: creative writing | 1338 | 1253 | Claude Fable 5 |
| LMArena Document | 1496 | 1465 | Claude Fable 5 |
| Neither model has a result on the other 11 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Claude Fable 5 | Muse Spark 1.1 | 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
Muse Spark 1.1 costs less
Repository review
50K input + 3K output tokens
Muse Spark 1.1 costs less
Agent loop
200K input + 10K output tokens
Muse Spark 1.1 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 | Anthropic Claude Fable 5 | Meta Muse Spark 1.1 |
|---|---|---|
| Maker | Anthropic | Meta |
| Weights | No public weights listed | No public weights listed |
| Released | June 9, 2026 | July 16, 2026 |
| Context window | 1M | 1.05M |
| Input $/Mtok | $10.00 | $1.25 |
| Output $/Mtok | $50.00 | $4.25 |
| Coding index | 79.3 | 70.3 |
| Independent measurements behind it | 6 | 3 |
| Cost per solved task | $2.16 | $0.43 |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Claude Fable 5 better than Muse Spark 1.1 for coding?
Pick Claude Fable 5 for coding: it scores 79.3 on the Vibe Coding Index against 70.3 for Muse Spark 1.1. Pick Muse Spark 1.1 for output tokens 11.8x cheaper ($4.25 vs $50.00 per million) and a lower cost per solved task ($0.43 against $2.16).
Which is cheaper, Claude Fable 5 or Muse Spark 1.1?
Claude Fable 5 costs $10.00 per million input tokens and $50.00 per million output tokens; Muse Spark 1.1 costs $1.25 and $4.25. Per solved SWE-bench Verified task, Claude Fable 5 costs $2.16 and Muse Spark 1.1 $0.43.
Which has the bigger context window, Claude Fable 5 or Muse Spark 1.1?
Muse Spark 1.1, with 1.05M tokens against 1M.
How many benchmarks is the Claude Fable 5 vs Muse Spark 1.1 comparison based on?
93 benchmarks have a result for both models as of October 22, 2026. Claude Fable 5's coding index rests on 6 independent benchmarks and Muse Spark 1.1's on 3. Where only one model has a result, the page says so instead of naming a winner.