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Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.

  1. Universal-3.5 ProAssemblyAIRemove
  2. Qwen3.8 2.4T A95BAlibabaRemove
  3. Muse Spark OpenMetaRemove
universal-3-5-pro vs qwen3.8-2.4t-a95b vs muse-spark-open
AttributeUniversal-3.5 Prouniversal-3-5-proQwen3.8 2.4T A95Bqwen3.8-2.4t-a95bMuse Spark Openmuse-spark-open
Pricing
Input— Not priced per input token$1.80 / 1M$1.25 / 1M
Output— Not priced per output token$5.40 / 1M$4.25 / 1M
Cache Write (5m)Not applicable$1.80 / 1M$1.25 / 1M
Cache Write (1h)Not applicable$1.80 / 1M$1.25 / 1M
Cache ReadNot applicable$1.80 / 1M$1.25 / 1M
Web Search$0 / 1M$0 / 1M$0 / 1M
Context
Max contextN/A262K1M
Max outputN/AN/AN/A
Capabilities
VisionNoYesYes
Function CallingNoYesYes
JSON ModeNoYesYes
StreamingNoYesYes
Catalogue
ProviderAssemblyAIAlibabaMeta
Categoryvoicechatchat
Charge typePay As You GoPay As You GoPay As You Go
Released2026-09-22——
Description
SummaryAssemblyAI Universal-3.5 Pro speech-to-text. Billed per second of audio.Qwen3.8 2.4T A95B is Qwen's open-weight sparse Mixture-of-Experts (MoE) model and the open-weight counterpart to Qwen3.8 Max. It features 2.4T total parameters with 95B activated per token, combining frontier-scale capacity with efficient sparse inference. Designed for coding, research, complex reasoning, and agentic workflows, the model is well suited for demanding long-horizon tasks and advanced autonomous systems while providing the flexibility and customization benefits of open weights.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.