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  1. Qwen3 Next 80B A3B ThinkingAlibabaRemove
  2. Muse Spark OpenMetaRemove
qwen3-next-80b-a3b-thinking vs muse-spark-open
AttributeQwen3 Next 80B A3B Thinkingqwen3-next-80b-a3b-thinkingMuse Spark Openmuse-spark-open
Pricing
Input$0.10 / 1M$1.25 / 1M
Output$0.40 / 1M$4.25 / 1M
Cache Write (5m)$0.10 / 1M$1.25 / 1M
Cache Write (1h)$0.10 / 1M$1.25 / 1M
Cache Read$0.10 / 1M$1.25 / 1M
Web Search$0 / 1M$0 / 1M
Context
Max context262.1K1M
Max outputN/AN/A
Capabilities
VisionNoYes
Function CallingYesYes
JSON ModeYesYes
StreamingYesYes
Catalogue
ProviderAlibabaMeta
Categorychatchat
Charge typePay As You GoPay As You Go
Released——
Description
SummaryQwen3-Next-80B-A3B-Thinking is a reasoning-first chat model designed for difficult multi-step tasks such as math proofs, code synthesis and debugging, logical reasoning, and agentic planning. It outputs structured thinking traces by default, emphasizing stability over long chains of thought, efficient inference scaling, and strong instruction following. Suited for agent frameworks, tool use, retrieval-heavy workflows, and benchmarks requiring step-by-step solutions, it supports long detailed outputs and faster generation via throughput-optimized techniques, operating exclusively in thinking mode.Muse Spark Open is an open-weight, coding-optimized model designed for agentic software engineering workflows. It delivers strong first-attempt accuracy, reliable tool calling, and deep codebase understanding, enabling effective development across real-world repositories. Optimized for autonomous coding agents, complex code navigation, and tool-driven development, Muse Spark Open is well suited for software engineering automation, debugging, code generation, and multi-step coding workflows where accuracy and reliable execution are essential.