Muse Ember (Max) vs Kimi K3.1 Pro (Max) Benchmark Comparison

Direct benchmark comparison between Muse Ember (Max) and Kimi K3.1 Pro (Max) based on LMArena Elo and the latest 2026 API pricing.

Direct Technical & Pricing Comparison

Frontier Model	LMArena Elo	API Cost (1M)	Throughput
Muse Ember (Max)	1608	$1e-7	173
Kimi K3.1 Pro (Max)	1483	$0.000002	84

*These models represent the Pareto Frontier (optimal cost-to-performance).*

Comparison Summary: Muse Ember (Max) is the more capable model in this pair, leading by 125 Elo points. However, neither model is currently Pareto-optimal. Developers looking for peak efficiency should investigate GPT-6.1 Terra (Max), which offers a superior benchmark-to-price ratio.