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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. Gemini 3.7 FlashGoogleRemove
  2. Muse Spark OpenMetaRemove
  3. Universal-3.5 ProAssemblyAIRemove
gemini-3.7-flash vs muse-spark-open vs universal-3-5-pro
AttributeGemini 3.7 Flashgemini-3.7-flashMuse Spark Openmuse-spark-openUniversal-3.5 Prouniversal-3-5-pro
Pricing
Input$0.375 / 1M$1.25 / 1M— Not priced per input token
Output$1.88 / 1M$4.25 / 1M— Not priced per output token
Cache Write (5m)$0.375 / 1M$1.25 / 1MNot applicable
Cache Write (1h)$0.375 / 1M$1.25 / 1MNot applicable
Cache Read$0.375 / 1M$1.25 / 1MNot applicable
Web Search$0 / 1M$0 / 1M$0 / 1M
Context
Max context1M1MN/A
Max outputN/AN/AN/A
Capabilities
VisionYesYesNo
Function CallingYesYesNo
JSON ModeYesYesNo
StreamingYesYesNo
Catalogue
ProviderGoogleMetaAssemblyAI
Categorychatchatvoice
Charge typePay As You GoPay As You GoPay As You Go
Released——2026-09-22
Description
SummaryGemini 3.7 Flash is Google's fast multimodal model designed for agentic workflows, coding, and complex multi-step reasoning. It combines responsive inference with reliable problem-solving capabilities, making it well suited for interactive and production-scale applications. Optimized for speed and dependable multi-step execution, Gemini 3.7 Flash is a strong choice for coding assistants, autonomous agents, and high-throughput workflows that require both low latency and capable reasoning.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.AssemblyAI Universal-3.5 Pro speech-to-text. Billed per second of audio.