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AnthropicMetaLLM matchup

Claude Haiku 5.5vs.Muse Wonder Full

Which one is better?

Muse Wonder Full performs better than Claude Haiku 5.5.

Muse Wonder Full ahead
IntelligenceOverall index, 100 points = average
103.4

Claude Haiku 5.5

Rank 20

118.3

Muse Wonder Full

Rank 8

SpeedTokens per second
236

Claude Haiku 5.5

n/a

Muse Wonder Full

Price$ per 1M tokens
$0.20

Claude Haiku 5.5

n/a

Muse Wonder Full

Haiku 5.5 more popular
Popularity0 to 100
77

Claude Haiku 5.5

Rank 3 of 875

15

Muse Wonder Full

Rank 619 of 875

Above 100,000 tokens of context, Claude Haiku 5.5 costs more: $0.50 input and $2.50 output per 1M tokens.

Choose Claude Haiku 5.5 for

No clear advantage

Choose Muse Wonder Full for

KnowledgeLegalProductivityFinanceReasoningAgentsCybersecurityMathematicsCodingGeneralHealth

Where is the difference?

Strengths at a glance

Haiku 5.5Muse Wonder Full

The median of all ranked models is below 100 in every area, so it sits in the centre of the net.

110120130100CodingMuse Wonder FullReasoningMuse Wonder FullMathematicsMuse Wonder FullKnowledgeMuse Wonder FullAgentsMuse Wonder FullGeneralMuse Wonder FullFinanceMuse Wonder FullLegalMuse Wonder FullHealthMuse Wonder Full
CodingMuse Wonder Full ahead
Haiku 5.5106.2Rank 18
Muse Wonder Full115.9Rank 10
Median of ranked models83.7

95 % range: Haiku 5.5 102.5 to 109.9, Muse Wonder Full 110.8 to 121.0.

AreaHaiku 5.5Muse Wonder Full

The same values and verdicts as the bars below. In the top field the net starts at 100 points, the reference group average; values below sit as a hollow point in the centre. Not in the net because a model has no own value there or the data are too thin: Multimodal.

Muse Wonder Full is ahead in 9 of 9 areas, Haiku 5.5 in none.

Muse Wonder Full ahead: 9

Areas in the overall index
KnowledgeMuse Wonder Full +3385.5 to 118.9
ReasoningMuse Wonder Full +12105.2 to 117.7
AgentsMuse Wonder Full +11106.1 to 117.6
MathematicsMuse Wonder Full +10107.1 to 117.4
CodingMuse Wonder Full +10106.2 to 115.9
GeneralMuse Wonder Full +7106.4 to 113.2
Specialist fields
LegalMuse Wonder Full +2894.4 to 122.4
FinanceMuse Wonder Full +13104.7 to 118.2
HealthMuse Wonder Full +6108.9 to 115.1

Bar length shows the gap in index points (full width 15 points, one standard deviation of the reference group). Solid means clearly ahead, hatched not certain yet, a thin grey bar level.

Show 3 more areas that do not count toward the overall index
ProductivityMuse Wonder Full +21101.8 to 123.3
CybersecurityMuse Wonder Full +11108.6 to 119.5
Educationonly Haiku 5.5 has a score

Bar length shows the gap in index points (full width 15 points, one standard deviation of the reference group). Solid means clearly ahead, hatched not certain yet, a thin grey bar level.

Claude Haiku 5.5 vs. Muse Wonder Full at the same effort

Both models measured at the same reasoning efforts. This shows whether a lead comes from the model or only from more compute.

maxMuse Wonder Full ahead
Haiku 5.5 103.4 vs. Muse Wonder Full 118.3 · Gap 14.1 · Test series 11
Overall index (max vs. max)Muse Wonder Full ahead
Haiku 5.5 103.4 vs. Muse Wonder Full 118.3

Gap and verdict compare only the Artificial Analysis test series in which both models are measured at that effort. Tied below 3 points, ahead only beyond two standard errors. The single values rest on all test series of each model, so their difference can deviate from the gap.

Which model for which task?

Everyday tasks, translated from the area values above. Each row names the values it rests on.

Writing and debugging codeMuse Wonder FullCoding 106.2 to 115.9
Maths and data analysisMuse Wonder FullMathematics 107.1 to 117.4, Reasoning 105.2 to 117.7
Facts and researchMuse Wonder FullKnowledge 85.5 to 118.9
Agents and workflowsMuse Wonder FullAgents 106.1 to 117.6
Security analysisMuse Wonder FullCybersecurity 108.6 to 119.5
Finance, legal and medical textsMuse Wonder FullFinance 104.7 to 118.2, Legal 94.4 to 122.4, Health 108.9 to 115.1

See for yourself: same task, one attempt

There is no shared test round for this selection. Results from different rounds are not mixed.

Claude Haiku 5.5 and Muse Wonder Full in the overall index

Every model with a place in the overall index, both models of this matchup highlighted. You can add or hide other models.

Overall index (Gradually Meta-Score v4)

20 of 91 models

4 models in this view are measured at a lower reasoning effort than max in the overall index. Dashed column: lower reasoning effort than the top.

Claude Opus 5.5max126.1
Gemini 4 Carbonhigh125.7
Claude Fable 5.1max123.8
Claude Sonnet 5.5max122.8
Gemini 4 Argonhigh122.3
GPT-6 Astramax121.3
GPT-6.1 Solmax119.2
Muse Wonder Fullmax118.3
Claude Opus 5max117.2
Muse Wondermax113.4
Kimi K3.1 Promax112.9
Claude Fable 5max112.5
GPT-6 Solmax110.6
GPT-5.6 Solmax108.7
Muse Spark 1.3max107.4
Gemini 3.7 Flashhigh107.1
DeepSeek V4.1 Flash 1017max106.6
Gemini 3.8 Flashhigh106.5
GPT-6.1 Terramax105.2
Claude Haiku 5.5max103.4

Popularity compared

How often the models are searched for, used and mentioned, on a scale from 0 to 100.

Claude Haiku 5.5 is more popular than Muse Wonder Full: 77 to 15 out of 100.

Over time

Weekly values from October 18, 2026 to November 5, 2026

Claude Haiku 5.5Muse Wonder Full

All data side by side

The better value is bold. For the overall index only when the gap is clear.

MetricClaude Haiku 5.5Muse Wonder Full
Intelligence
Overall indexpoints, 100 = reference group average, higher is better103.4118.3
RankRank 20 of 91Rank 8 of 91
Price per 1M tokens
Inputwhat you send$0.10above 100,000 tokens: $0.50n/a
Outputwhat the model writes$0.50above 100,000 tokens: $2.50n/a
Speed
Tokens per second236n/a
Popularity
Popularitysearch, usage and mentions, 0 to 10077Rank 3 of 87515Rank 619 of 875
Technical
Context windowhow much text the model reads at once1 M tokens≈ 1,500 A4 pages1 M tokens≈ 1,500 A4 pages
Knowledge cutoffJune 2026n/a
ReleasedOct 7, 2026Oct 12, 2026
AvailabilityActiveSubscription only
Open weightsnono

Prices without caching or batch discounts · Page count as a rule of thumb from Artificial Analysis

Is there a better choice?

Best model in the overall indexClaude Opus 5.5

Overall index 126.1, rank 1. $4 input and $20 output per 1M tokens.

Muse Wonder Full vs. Claude Opus 5.5

Shared benchmarks

Single results from the same benchmark version, task and metric. A value is bold only with the same test setup and a clear gap.

A: Claude Haiku 5.5B: Muse Wonder Full

AA-BriefcaseOverall · higher is betterClaude Haiku 5.5: 1,574.12 eloMuse Wonder Full: 1,729.32 eloArtificial AnalysisAs of 11/06/2026
AA-OmniscienceOverall · higher is betterClaude Haiku 5.5: 12.3 pointsMuse Wonder Full: 30.6 pointsArtificial AnalysisAs of 11/06/2026
AA-Omniscience AccuracyOverall · higher is betterClaude Haiku 5.5: 34.7%Muse Wonder Full: 41.0%Artificial AnalysisAs of 11/06/2026
AA-Omniscience Hallucination RateOverall · lower is betterClaude Haiku 5.5: 34.2%Muse Wonder Full: 17.6%Artificial AnalysisAs of 11/06/2026
AutomationBench-AAOverall · higher is betterClaude Haiku 5.5: 35.4%Muse Wonder Full: 71.3%Artificial AnalysisAs of 11/06/2026
BioMysteryBenchOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 70.4%Muse Wonder Full: 73.3%Vals AIAs of 11/05/2026
Code MigrationOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 44.6%Muse Wonder Full: 61%Vals AIAs of 10/29/2026
Code Migration v1.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 52.4%Muse Wonder Full: 62.8%Vals AIAs of 10/30/2026
CritPt v2 (Hard Subset)Overall · higher is betterClaude Haiku 5.5: 43.5%Muse Wonder Full: 56.5%Artificial AnalysisAs of 11/06/2026
CyberBench v1.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 75.5%Muse Wonder Full: 73.6%Vals AIAs of 11/05/2026
Show 54 more benchmarks
EMBOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 59%Muse Wonder Full: 71.9%Vals AIAs of 10/20/2026
EMB v1.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 65.5%Muse Wonder Full: 75%Vals AIAs of 11/05/2026
Finance Agent (v2)Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 54.1%Muse Wonder Full: 59.1%Vals AIAs of 10/29/2026
Finance Agent v2.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 65.4%Muse Wonder Full: 67.6%Vals AIAs of 11/05/2026
FrontierCodeOverall · higher is betterClaude Haiku 5.5: 34.9%Muse Wonder Full: 37.8%Artificial AnalysisAs of 11/06/2026
FrontierCode 1.1 MainOverall · higher is betterClaude Haiku 5.5: 41.8%Muse Wonder Full: 44.9%Artificial AnalysisAs of 11/06/2026
GDP.pdfOverall · higher is betterClaude Haiku 5.5: 20.8%Muse Wonder Full: 32.6%Artificial AnalysisAs of 11/06/2026
GDPval-AAOverall · higher is betterClaude Haiku 5.5: 1,630.83 eloMuse Wonder Full: 1,857.09 eloArtificial AnalysisAs of 11/06/2026
HLAB-Vals-1.1Overall · Task fully resolved · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 4.2%Muse Wonder Full: 23.3%Vals AIAs of 11/05/2026
HLE-DiamondOverall · higher is betterClaude Haiku 5.5: 29.6%Muse Wonder Full: 48.5%Artificial AnalysisAs of 11/06/2026
ImmigrationOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 61.8%Muse Wonder Full: 71.2%Vals AIAs of 10/28/2026
IOIOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 47.3%Muse Wonder Full: 79.8%Vals AIAs of 10/29/2026
Legal Research BenchOverall · All-pass · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 43.8%Muse Wonder Full: 53.4%Vals AIAs of 11/05/2026
LMArena Code Arena WebDevOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 1,589Muse Wonder Full: 1,725LMArenaAs of 10/28/2026
MedCodeOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 51.5%Muse Wonder Full: 49.9%Vals AIAs of 10/29/2026
MedScribeOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 89.5%Muse Wonder Full: 89.3%Vals AIAs of 10/29/2026
MysteryMechanismOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 35.1%Muse Wonder Full: 35.1%Vals AIAs of 10/29/2026
ProgramBenchOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 2.5%Muse Wonder Full: 0.5%Vals AIAs of 11/05/2026
ProofBench v1.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 89%Muse Wonder Full: 94%Vals AIAs of 10/29/2026
Public Benefits Bench v1.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 63.2%Muse Wonder Full: 73.7%Vals AIAs of 10/12/2026
SRE BenchOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 5.7%Muse Wonder Full: 11.8%Vals AIAs of 11/05/2026
SWE-bench MultimodalOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 44%Muse Wonder Full: 47.3%Vals AIAs of 11/05/2026
Tax Agent BenchOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 31.9%Muse Wonder Full: 43%Vals AIAs of 11/05/2026
Terminal-BenchOverall · higher is betterClaude Haiku 5.5: 32.8%Muse Wonder Full: 57.1%Artificial AnalysisAs of 11/06/2026
Terminal-Bench 4.0Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 36.4%Muse Wonder Full: 58.1%Vals AIAs of 11/05/2026
Terminal-Bench-ScienceOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 10%Muse Wonder Full: 37.1%Vals AIAs of 11/05/2026
Terminal-Bench-ScienceOverall · higher is betterClaude Haiku 5.5: 20.0%Muse Wonder Full: 37.1%Artificial AnalysisAs of 11/06/2026
Vals Finance IndexOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 57.4%Muse Wonder Full: 64.6%Vals AIAs of 11/05/2026
Vals IndexOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 58.7%Muse Wonder Full: 66.8%Vals AIAs of 11/05/2026
Vals Legal IndexOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 70.3%Muse Wonder Full: 77.9%Vals AIAs of 11/05/2026
Vals Router IndexFull Index · higher is betterClaude Haiku 5.5: 58.7%Muse Wonder Full: 66.8%Vals AIAs of 11/03/2026
Vals Science IndexOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 38.5%Muse Wonder Full: 48.5%Vals AIAs of 10/25/2026
Vibe Code Bench 1-100Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 20.4%Muse Wonder Full: 34%Vals AIAs of 10/29/2026
Vibe Code Bench v1.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 90.4%Muse Wonder Full: 86%Vals AIAs of 11/05/2026
BioMysteryBenchHard · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 29.4%Muse Wonder Full: 33.3%Vals AIAs of 11/05/2026
Code MigrationCLI · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 36.1%Muse Wonder Full: 58%Vals AIAs of 10/29/2026
Code Migration v1.1CLI · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 42.1%Muse Wonder Full: 52.7%Vals AIAs of 10/30/2026
CyberBench v1.1Patch · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 89.3%Muse Wonder Full: 83.9%Vals AIAs of 11/05/2026
EMBComps · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 77.9%Muse Wonder Full: 80.9%Vals AIAs of 10/20/2026
EMB v1.1Comps · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 77.7%Muse Wonder Full: 80.2%Vals AIAs of 11/05/2026
Finance Agent (v2)Adjustments · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 49.6%Muse Wonder Full: 56.7%Vals AIAs of 10/29/2026
Finance Agent v2.1Adjustments · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 67.7%Muse Wonder Full: 74.7%Vals AIAs of 11/05/2026
HLAB-Vals-1.1Antitrust Competition · Criteria passed · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 86.2%Muse Wonder Full: 96.9%Vals AIAs of 11/05/2026
ImmigrationAll-Pass · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 16%Muse Wonder Full: 25.6%Vals AIAs of 10/28/2026
IOIIOI 2024 · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 67.7%Muse Wonder Full: 75.3%Vals AIAs of 10/29/2026
Legal Research BenchAdministrative / Regulatory · All-pass · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 50%Muse Wonder Full: 63.6%Vals AIAs of 11/05/2026
LMArena Code Arena WebDevHTML development · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 1,568Muse Wonder Full: 1,731LMArenaAs of 10/28/2026
ProgramBenchAlmost Resolved · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 29.5%Muse Wonder Full: 8%Vals AIAs of 11/05/2026
SRE BenchCapability Score · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 18.1%Muse Wonder Full: 17.7%Vals AIAs of 11/05/2026
SWE-bench Multimodalbpmn-js · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 64.2%Muse Wonder Full: 69.8%Vals AIAs of 11/05/2026
Tax Agent BenchControversy & Precedence Analysis · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 6.7%Muse Wonder Full: 26.7%Vals AIAs of 11/05/2026
Terminal-Bench 4.0Hardware · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 20%Muse Wonder Full: 46.7%Vals AIAs of 11/05/2026
Terminal-Bench-ScienceEarth Sciences · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 0%Muse Wonder Full: 62.5%Vals AIAs of 11/05/2026
Vals Finance IndexEMB v1.1 · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 65.5%Muse Wonder Full: 75%Vals AIAs of 11/05/2026

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  14. 23Claude Haiku 5.5 vs. Claude Sonnet 4.6
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  16. 25Claude Haiku 5.5 vs. Mistral Large 4
  17. 26Claude Haiku 5.5 vs. GPT-6.1 Sol
  18. 27Muse Wonder Full vs. Muse Spark 1.3
  19. 28Claude Haiku 5.5 vs. Gemini 3.1 Pro Preview
  20. 29Claude Haiku 5.5 vs. GLM-5.3-Flash
  21. 30Claude Haiku 5.5 vs. DeepSeek-V4-Pro
  22. 31Claude Haiku 5.5 vs. GPT-5.6 Sol
  23. 32Claude Haiku 5.5 vs. Gemini 3.6 Flash
  24. 33Claude Haiku 5.5 vs. Claude Opus 4.6
  25. 34Claude Sonnet 5.5 vs. Muse Wonder Full
  26. 35Claude Haiku 5.5 vs. Kimi K2.6
  27. 36Muse Wonder vs. Muse Wonder Full
  28. 37Muse Wonder Full vs. Grok 4.7
  29. 38Claude Haiku 5.5 vs. Claude Opus 4.7
  30. 39Claude Haiku 5.5 vs. Mistral Large 3
  31. 40Claude Haiku 5.5 vs. GPT-5.5
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  38. 47Muse Wonder Full vs. DeepSeek-V4-Pro
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  41. 50Claude Sonnet 4.5 vs. Muse Wonder Full
  42. 51Claude Opus 4.7 vs. Muse Wonder Full
  43. 52GPT-5.6 Sol vs. Muse Wonder Full
  44. 53Claude Opus 4.6 vs. Muse Wonder Full
  45. 54Muse Wonder Full vs. DeepSeek-V4.1-Flash
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