AnthropicMetaLLM matchup
Claude Haiku 5.5vs.Muse Wonder
Which one is better?
Muse Wonder performs better than Claude Haiku 5.5, but costs 40 times as much.
103.4
Claude Haiku 5.5
Rank 20
113.4
Muse Wonder
Rank 10
236
Claude Haiku 5.5
124
Muse Wonder
$0.20
Claude Haiku 5.5
$8
Muse Wonder
77
Claude Haiku 5.5
Rank 3 of 875
3
Muse Wonder
Rank 642 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 for
KnowledgeLegalProductivityCybersecurityReasoningFinanceAgentsCodingMathematics
Where is the difference?
Strengths at a glance
Haiku 5.5Muse Wonder
The median of all ranked models is below 100 in every area, so it sits in the centre of the net.
CodingMuse Wonder ahead
Haiku 5.5106.2Rank 18
Muse Wonder112.8Rank 13
Median of ranked models83.7
95 % range: Haiku 5.5 102.5 to 109.9, Muse Wonder 109.2 to 116.5.
AreaHaiku 5.5Muse Wonder
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, Health.
Muse Wonder is ahead in 7 of 10 areas, Haiku 5.5 in none.
level: 1too little data: 2Muse Wonder ahead: 7
Areas in the overall index
KnowledgeMuse Wonder +2885.5 to 113.5
ReasoningMuse Wonder +9105.2 to 113.7
AgentsMuse Wonder +7106.1 to 113.5
CodingMuse Wonder +7106.2 to 112.8
MathematicsMuse Wonder +6107.1 to 112.9
Generallevel106.4 to 105.6
Multimodalonly Muse Wonder has a score
Specialist fields
LegalMuse Wonder +2594.4 to 119.0
FinanceMuse Wonder +8104.7 to 112.3
Healthonly 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.
Show 3 more areas that do not count toward the overall index
ProductivityMuse Wonder +14101.8 to 115.6
CybersecurityMuse Wonder +10108.6 to 118.5
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 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.
highMuse Wonder ahead
Haiku 5.5 96.6 vs. Muse Wonder 110.8 · Gap 14.4 · Test series 9
maxMuse Wonder ahead
Haiku 5.5 103.4 vs. Muse Wonder 113.4 · Gap 9.1 · Test series 11
Overall index (max vs. max)Muse Wonder ahead
Haiku 5.5 103.4 vs. Muse Wonder 113.4
| Effort | Haiku 5.5 | Muse Wonder | Gap | Verdict | Test series |
|---|---|---|---|---|---|
| high | 96.6 | 110.8 | 14.4 | Muse Wonder ahead | 9 |
| max | 103.4 | 113.4 | 9.1 | Muse Wonder ahead | 11 |
| Overall index (max vs. max) | 103.4 | 113.4 | 10.1 | Muse Wonder ahead |
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.
TaskBetter choicebased on
Writing and debugging codeMuse WonderCoding 106.2 to 112.8
Maths and data analysisMuse WonderMathematics 107.1 to 112.9, Reasoning 105.2 to 113.7
Facts and researchMuse WonderKnowledge 85.5 to 113.5
Agents and workflowsMuse WonderAgents 106.1 to 113.5
Fast chat repliesHaiku 5.5236 to 124 tokens per second
Security analysisMuse WonderCybersecurity 108.6 to 118.5
Many requests on a small budgetHaiku 5.5$0.20 to $8 per 1M tokens
Finance, legal and medical textsMuse WonderFinance 104.7 to 112.3, Legal 94.4 to 119.0, Health without a score for Muse Wonder
Images, screenshots and PDFsopenMultimodal without a score for Haiku 5.5
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 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
Claude Opus 5.5, Anthropic: 126.1 · Rank 1 · reasoning effort max
Gemini 4 Carbon, Google DeepMind: 125.7 · Rank 2 · reasoning effort high
Claude Fable 5.1, Anthropic: 123.8 · Rank 3 · reasoning effort max
Claude Sonnet 5.5, Anthropic: 122.8 · Rank 4 · reasoning effort max
Gemini 4 Argon, Google DeepMind: 122.3 · Rank 5 · reasoning effort high
GPT-6 Astra, OpenAI: 121.3 · Rank 6 · reasoning effort max
GPT-6.1 Sol, OpenAI: 119.2 · Rank 7 · reasoning effort max
Muse Wonder Full, Meta: 118.3 · Rank 8 · reasoning effort max
Claude Opus 5, Anthropic: 117.2 · Rank 9 · reasoning effort max
Muse Wonder, Meta: 113.4 · Rank 10 · reasoning effort max
Kimi K3.1 Pro, Moonshot AI: 112.9 · Rank 11 · reasoning effort max
Claude Fable 5, Anthropic: 112.5 · Rank 12 · reasoning effort max
GPT-6 Sol, OpenAI: 110.6 · Rank 13 · reasoning effort max
GPT-5.6 Sol, OpenAI: 108.7 · Rank 14 · reasoning effort max
Muse Spark 1.3, Meta: 107.4 · Rank 15 · reasoning effort max
Gemini 3.7 Flash, Google: 107.1 · Rank 16 · reasoning effort high
DeepSeek V4.1 Flash 1017, DeepSeek: 106.6 · Rank 17 · reasoning effort max
Gemini 3.8 Flash, Google: 106.5 · Rank 18 · reasoning effort high
GPT-6.1 Terra, OpenAI: 105.2 · Rank 19 · reasoning effort max
Claude Haiku 5.5, Anthropic: 103.4 · Rank 20 · reasoning effort max
Claude Opus 5.5
Gemini 4 Carbon
Claude Fable 5.1
Claude Sonnet 5.5
Gemini 4 Argon
GPT-6 Astra
GPT-6.1 Sol
Muse Wonder Full
Claude Opus 5
Muse Wonder
Kimi K3.1 Pro
Claude Fable 5
GPT-6 Sol
GPT-5.6 Sol
Muse Spark 1.3
Gemini 3.7 Flash
DeepSeek V4.1 Flash 1017
Gemini 3.8 Flash
GPT-6.1 Terra
Claude Haiku 5.5
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: 77 to 3 out of 100.
Over time
Weekly values from October 18, 2026 to November 5, 2026
Claude Haiku 5.5Muse Wonder
All data side by side
The better value is bold. For the overall index only when the gap is clear.
| Metric | Claude Haiku 5.5 | Muse Wonder |
|---|---|---|
| Intelligence | ||
| Overall indexpoints, 100 = reference group average, higher is better | 103.4 | 113.4 |
| Rank | Rank 20 of 91 | Rank 10 of 91 |
| Price per 1M tokens | ||
| Inputwhat you send | $0.10above 100,000 tokens: $0.50 | $4 |
| Outputwhat the model writes | $0.50above 100,000 tokens: $2.50 | $20 |
| Speed | ||
| Tokens per second | 236 | 124 |
| Popularity | ||
| Popularitysearch, usage and mentions, 0 to 100 | 77Rank 3 of 875 | 3Rank 642 of 875 |
| Technical | ||
| Context windowhow much text the model reads at once | 1 M tokens≈ 1,500 A4 pages | 1.05 M tokens≈ 1,570 A4 pages |
| Knowledge cutoff | June 2026 | n/a |
| Released | Oct 7, 2026 | Oct 12, 2026 |
| Availability | Active | Preview |
| Open weights | no | no |
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 vs. Claude Opus 5.5Shared 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
AA-BriefcaseOverall · higher is betterClaude Haiku 5.5: 1,441.38 eloMuse Wonder: 1,609.93 eloArtificial AnalysisAs of 11/06/2026
AA-OmniscienceOverall · higher is betterClaude Haiku 5.5: 5.3 pointsMuse Wonder: 24.5 pointsArtificial AnalysisAs of 11/06/2026
AA-Omniscience AccuracyOverall · higher is betterClaude Haiku 5.5: 31.8%Muse Wonder: 38.2%Artificial AnalysisAs of 11/06/2026
AA-Omniscience Hallucination RateOverall · lower is betterClaude Haiku 5.5: 38.9%Muse Wonder: 22.2%Artificial AnalysisAs of 11/06/2026
AutomationBench-AAOverall · higher is betterClaude Haiku 5.5: 33.7%Muse Wonder: 67.2%Artificial AnalysisAs of 11/06/2026
BioMysteryBenchOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 70.4%Muse Wonder: 67%Vals AIAs of 11/05/2026
Code MigrationOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 44.6%Muse Wonder: 62.6%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: 72.4%Vals AIAs of 10/30/2026
CritPt v2 (Hard Subset)Overall · higher is betterClaude Haiku 5.5: 45.0%Muse Wonder: 51.0%Artificial AnalysisAs of 11/06/2026
CyberBench v1.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 75.5%Muse Wonder: 80.4%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: 67.1%Vals AIAs of 10/20/2026
EMB v1.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 65.5%Muse Wonder: 72.5%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: 56.6%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: 65.5%Vals AIAs of 11/05/2026
FrontierCodeOverall · higher is betterClaude Haiku 5.5: 23.2%Muse Wonder: 26.6%Artificial AnalysisAs of 11/06/2026
FrontierCode 1.1 MainOverall · higher is betterClaude Haiku 5.5: 41.8%Muse Wonder: 46.5%Artificial AnalysisAs of 11/06/2026
GDP.pdfOverall · higher is betterClaude Haiku 5.5: 17.2%Muse Wonder: 29.2%Artificial AnalysisAs of 11/06/2026
GDPval-AAOverall · higher is betterClaude Haiku 5.5: 1,630.83 eloMuse Wonder: 1,770.34 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: 23.8%Vals AIAs of 11/05/2026
HLE-DiamondOverall · higher is betterClaude Haiku 5.5: 23.7%Muse Wonder: 34.5%Artificial AnalysisAs of 11/06/2026
ImmigrationOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 61.8%Muse Wonder: 69.6%Vals AIAs of 10/28/2026
IOIOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 47.3%Muse Wonder: 66.9%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: 50.5%Vals AIAs of 11/05/2026
LMArena Code Arena WebDevOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 1,589Muse Wonder: 1,652LMArenaAs of 10/28/2026
LMArena Text, Style ControlOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 1,425Muse Wonder: 1,507LMArenaAs of 10/28/2026
MysteryMechanismOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 35.1%Muse Wonder: 27.5%Vals AIAs of 10/29/2026
ProofBench v1.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 89%Muse Wonder: 84%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: 70.2%Vals AIAs of 10/12/2026
SWE-bench MultimodalOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 44%Muse Wonder: 45.6%Vals AIAs of 11/05/2026
Tax Agent BenchOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 31.9%Muse Wonder: 36.3%Vals AIAs of 11/05/2026
Terminal-BenchOverall · higher is betterClaude Haiku 5.5: 21.7%Muse Wonder: 38.4%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: 49.5%Vals AIAs of 11/05/2026
Terminal-Bench-ScienceOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 10%Muse Wonder: 22.9%Vals AIAs of 11/05/2026
Terminal-Bench-ScienceOverall · higher is betterClaude Haiku 5.5: 10.0%Muse Wonder: 21.9%Artificial AnalysisAs of 11/06/2026
Vals Finance IndexOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 57.4%Muse Wonder: 61.2%Vals AIAs of 11/05/2026
Vals IndexOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 58.7%Muse Wonder: 64.9%Vals AIAs of 11/05/2026
Vals Legal IndexOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 70.3%Muse Wonder: 75.3%Vals AIAs of 11/05/2026
Vals Router IndexFull Index · higher is betterClaude Haiku 5.5: 58.7%Muse Wonder: 64.9%Vals AIAs of 11/03/2026
Vals Science IndexOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 38.5%Muse Wonder: 39.1%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: 26.6%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: 83.1%Vals AIAs of 11/05/2026
AA-BriefcaseOverall · higher is betterClaude Haiku 5.5: 1,574.12 eloMuse Wonder: 1,658.65 eloArtificial AnalysisAs of 11/06/2026
AA-OmniscienceOverall · higher is betterClaude Haiku 5.5: 12.3 pointsMuse Wonder: 25.1 pointsArtificial AnalysisAs of 11/06/2026
AA-Omniscience AccuracyOverall · higher is betterClaude Haiku 5.5: 34.7%Muse Wonder: 38.0%Artificial AnalysisAs of 11/06/2026
AA-Omniscience Hallucination RateOverall · lower is betterClaude Haiku 5.5: 34.2%Muse Wonder: 20.9%Artificial AnalysisAs of 11/06/2026
AutomationBench-AAOverall · higher is betterClaude Haiku 5.5: 35.4%Muse Wonder: 68.1%Artificial AnalysisAs of 11/06/2026
BioMysteryBenchHard · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 29.4%Muse Wonder: 29.4%Vals AIAs of 11/05/2026
Code MigrationCLI · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 36.1%Muse Wonder: 60.1%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: 67.1%Vals AIAs of 10/30/2026
CritPt v2 (Hard Subset)Overall · higher is betterClaude Haiku 5.5: 43.5%Muse Wonder: 50.5%Artificial AnalysisAs of 11/06/2026
CyberBench v1.1Patch · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 89.3%Muse Wonder: 85.7%Vals AIAs of 11/05/2026
EMBComps · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 77.9%Muse Wonder: 79.5%Vals AIAs of 10/20/2026
EMB v1.1Comps · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 77.7%Muse Wonder: 77.9%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: 52.7%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: 64.7%Vals AIAs of 11/05/2026
FrontierCodeOverall · higher is betterClaude Haiku 5.5: 34.9%Muse Wonder: 27.9%Artificial AnalysisAs of 11/06/2026
GDP.pdfOverall · higher is betterClaude Haiku 5.5: 20.8%Muse Wonder: 30.6%Artificial AnalysisAs of 11/06/2026
HLAB-Vals-1.1Antitrust Competition · Criteria passed · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 86.2%Muse Wonder: 95.7%Vals AIAs of 11/05/2026
HLE-DiamondOverall · higher is betterClaude Haiku 5.5: 29.6%Muse Wonder: 39.0%Artificial AnalysisAs of 11/06/2026
ImmigrationAll-Pass · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 16%Muse Wonder: 21.8%Vals AIAs of 10/28/2026
IOIIOI 2024 · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 67.7%Muse Wonder: 66.8%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: 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: 1,670LMArenaAs of 10/28/2026
LMArena Text, Style ControlBusiness, management and finance · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 1,435Muse Wonder: 1,502LMArenaAs of 10/28/2026
More comparisons
Compare Claude Haiku 5.5 and Muse Wonder with the models people compare them with most often.
Compare another matchup
Predecessor and successor
The most popular comparisons
- 1Claude Haiku 5.5 vs. GPT-6 Luna
- 2Claude Sonnet 5.5 vs. Claude Haiku 5.5
- 3Claude Haiku 5.5 vs. DeepSeek V4.1 Flash 1017
- 4Claude Haiku 5.5 vs. DeepSeek-V4-Flash
- 5Claude Haiku 5.5 vs. DeepSeek-V4.1-Flash
- 6Claude Opus 5.5 vs. Claude Haiku 5.5
- 7Claude Haiku 5.5 vs. GLM-5.3
- 8Claude Haiku 5.5 vs. Gemini 3.5 Flash-Lite
- 9Claude Haiku 5.5 vs. Gemini 3.8 Flash
Show all 42 comparisons
- 10Claude Haiku 5.5 vs. Claude Sonnet 4.5
- 11Claude Haiku 5.5 vs. Claude Sonnet 5
- 12Claude Haiku 5.5 vs. Claude Opus 5
- 13Claude Haiku 5.5 vs. GPT-6 Astra
- 14Claude Haiku 5.5 vs. Gemini 3.5 Flash
- 15Claude Haiku 5.5 vs. Claude Opus 4.8
- 16Claude Haiku 5.5 vs. Gemini 4 Argon
- 17Claude Haiku 5.5 vs. Grok 4.7
- 18Claude Haiku 5.5 vs. GPT-5.6 Luna
- 19Claude Haiku 5.5 vs. Qwen 3.8 Max 0902
- 20Muse Wonder vs. Muse Spark 1.3
- 21Claude Haiku 5.5 vs. Muse Spark 1.3
- 22Claude Haiku 5.5 vs. Claude Sonnet 4.6
- 23Claude Haiku 5.5 vs. Gemini 3.7 Flash
- 24Claude Haiku 5.5 vs. Mistral Large 4
- 25Claude Haiku 5.5 vs. GPT-6.1 Sol
- 26Claude Haiku 5.5 vs. Gemini 3.1 Pro Preview
- 27Claude Haiku 5.5 vs. GLM-5.3-Flash
- 28Claude Haiku 5.5 vs. DeepSeek-V4-Pro
- 29Claude Haiku 5.5 vs. GPT-5.6 Sol
- 30GPT-6 Astra vs. Muse Wonder
- 31Claude Haiku 5.5 vs. Gemini 3.6 Flash
- 32GPT-6 Sol vs. Muse Wonder
- 33Claude Haiku 5.5 vs. Claude Opus 4.6
- 34Claude Haiku 5.5 vs. Kimi K2.6
- 35Muse Wonder vs. Muse Wonder Full
- 36Claude Haiku 5.5 vs. Claude Opus 4.7
- 37Claude Haiku 5.5 vs. Mistral Large 3
- 38Claude Haiku 5.5 vs. GPT-5.5
- 39Claude Haiku 5.5 vs. GPT-6.1 Terra
- 40GPT-6.1 Sol vs. Muse Wonder
- 41Claude Fable 5.1 vs. Muse Wonder
- 42Muse Wonder vs. DeepSeek-V4-Flash