All tasks / Models / Muse Wonder

Alternatives to Muse Wonder

For each task Muse Wonder is listed in, the highest-ranked other options of the same kind, ranked only from public benchmarks.

Chat & assistants: models

S Muse Wonder · Cloud · 1,509 on LMArena Text Arena (overall, style control)

Alternatives to Muse Wonder for chat & assistants
TierNameApproachRunsRated byPriceSkillCompare
S Gemini 4 Argon
Google
ModelsCloud1,524 on LMArena Text Arena (overall, style control)$4/M tokens—vs Muse Wonder
S Claude Opus 5.5
Anthropic
ModelsCloud1,508 on LMArena Text Arena (overall, style control)$8/M tokens—vs Muse Wonder
S Claude Fable 5.1
Anthropic
ModelsCloud1,502 on LMArena Text Arena (overall, style control)$20/M tokens—vs Muse Wonder
S Gemini 3.8 Flash
Google
ModelsCloud1,496 on LMArena Text Arena (overall, style control)$1.5/M tokens—vs Muse Wonder
S Muse Spark 1.3
Meta
ModelsCloud1,494 on LMArena Text Arena (overall, style control)$2/M tokens—
S Gemini 3.1 Pro (Preview)
Google
ModelsCloud1,487 on LMArena Text Arena (overall, style control)$4.5/M tokens—
S Kimi K3
Moonshot AI
ModelsLocal1,487 on LMArena Text Arena (overall, style control)~1600 GB VRAM—
S GPT-6.1 Sol
OpenAI
ModelsCloud1,484 on LMArena Text Arena (overall, style control)$4/M tokens—

Every chat & assistants option on the full map

Writing: models

S Muse Wonder · Cloud · 1,485 on LMArena Text Arena: Creative Writing (style control)

Alternatives to Muse Wonder for writing
TierNameApproachRunsRated byPriceSkillCompare
S Claude Opus 5.5
Anthropic
ModelsCloud1,519 on LMArena Text Arena: Creative Writing (style control)$8/M tokens—vs Muse Wonder
S Gemini 4 Argon
Google
ModelsCloud1,516 on LMArena Text Arena: Creative Writing (style control)$4/M tokens—vs Muse Wonder
S Gemini 3.8 Flash
Google
ModelsCloud1,487 on LMArena Text Arena: Creative Writing (style control)$1.5/M tokens—vs Muse Wonder
S Claude Fable 5.1
Anthropic
ModelsCloud1,485 on LMArena Text Arena: Creative Writing (style control)$20/M tokens—vs Muse Wonder
S Gemini 3.1 Pro (Preview)
Google
ModelsCloud1,481 on LMArena Text Arena: Creative Writing (style control)$4.5/M tokens—
A Qwen3.8-Max
Alibaba (Qwen)
ModelsCloud1,469 on LMArena Text Arena: Creative Writing (style control)$3/M tokens—
A Claude Sonnet 5.5
Anthropic
ModelsCloud1,465 on LMArena Text Arena: Creative Writing (style control)$4/M tokens—vs Muse Wonder
A Kimi K3
Moonshot AI
ModelsLocal1,461 on LMArena Text Arena: Creative Writing (style control)~1600 GB VRAM—

Every writing option on the full map

Coding: models

B Muse Wonder · Cloud · 1,650 on LMArena WebDev / Code Arena (overall)

Alternatives to Muse Wonder for coding
TierNameApproachRunsRated byPriceSkillCompare
S Claude Opus 5.5
Anthropic
ModelsCloud1,806 on LMArena WebDev / Code Arena (overall)$8/M tokens—vs Muse Wonder
S GPT-6 Astra
OpenAI
ModelsCloud1,776 on LMArena WebDev / Code Arena (overall)$20/M tokens—vs Muse Wonder
S Claude Sonnet 5.5
Anthropic
ModelsCloud1,768 on LMArena WebDev / Code Arena (overall)$4/M tokens—vs Muse Wonder
A GPT-6.1 Sol
OpenAI
ModelsCloud1,754 on LMArena WebDev / Code Arena (overall)$4/M tokens—
A Claude Fable 5.1
Anthropic
ModelsCloud1,742 on LMArena WebDev / Code Arena (overall)$20/M tokens—vs Muse Wonder
B Gemini 4 Argon
Google
ModelsCloud1,678 on LMArena WebDev / Code Arena (overall)$4/M tokens—vs Muse Wonder
B Qwen3.8-Max
Alibaba (Qwen)
ModelsCloud1,674 on LMArena WebDev / Code Arena (overall)$3/M tokens—
B DeepSeek-V4.1-Flash-1017
DeepSeek
ModelsLocal1,670 on LMArena WebDev / Code Arena (overall)~320 GB VRAM—

Every coding option on the full map

Workflow automation: models

A Muse Wonder · Cloud · 71.3% on AutomationBench-AA (Artificial Analysis)

Alternatives to Muse Wonder for workflow automation
TierNameApproachRunsRated byPriceSkillCompare
S Gemini 4 Argon
Google
ModelsCloud77.5% on AutomationBench-AA (Artificial Analysis)$4/M tokens—vs Muse Wonder
A Claude Sonnet 5.5
Anthropic
ModelsCloud71.8% on AutomationBench-AA (Artificial Analysis)$4/M tokens—vs Muse Wonder
A Claude Opus 5.5
Anthropic
ModelsCloud69.5% on AutomationBench-AA (Artificial Analysis)$8/M tokens—vs Muse Wonder
A GPT-6 Astra
OpenAI
ModelsCloud68.5% on AutomationBench-AA (Artificial Analysis)$20/M tokens—vs Muse Wonder
B DeepSeek-V4.1-Flash-1017
DeepSeek
ModelsLocal66.6% on AutomationBench-AA (Artificial Analysis)~320 GB VRAM—
B Grok 4.7
xAI
ModelsCloud65.6% on AutomationBench-AA (Artificial Analysis)$3/M tokens—
B GPT-6.1 Sol
OpenAI
ModelsCloud64.9% on AutomationBench-AA (Artificial Analysis)$4/M tokens—
B GLM-5.3
Z.ai
ModelsLocal62.2% on AutomationBench-AA (Artificial Analysis)~425 GB VRAM—

Every workflow automation option on the full map

Tiers come only from public benchmarks; tools without a result of their own inherit the tier of the best model they offer. How we rank.