Compare models

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

Muse Spark 1.3Meta Remove
Kimi K3.1 ProMoonShot AI Remove
Qwen3.8 27BAlibaba Remove
Gemini 3.5 TranscribeGoogle Remove

4 is the maximum. Remove one to add another.

muse-spark-1.3 vs kimi-k3.1-pro vs qwen3.8-27b vs gemini-3.5-transcribe
Attribute	Muse Spark 1.3muse-spark-1.3	Kimi K3.1 Prokimi-k3.1-pro	Qwen3.8 27Bqwen3.8-27b	Gemini 3.5 Transcribegemini-3.5-transcribe
Pricing
Input	$1.25 / 1M	$2.00 / 1M	$0.45 / 1M	— Not priced per input token
Output	$4.25 / 1M	$10.00 / 1M	$3.20 / 1M	— Not priced per output token
Cache Write (5m)	$1.25 / 1M	$2.00 / 1M	$0.45 / 1M	Not applicable
Cache Write (1h)	$1.25 / 1M	$2.00 / 1M	$0.45 / 1M	Not applicable
Cache Read	$1.25 / 1M	$2.00 / 1M	$0.45 / 1M	Not applicable
Web Search	$0 / 1M	$0 / 1M	$0 / 1M	$0 / 1M
Context
Max context	1M	1M	262K	98.3K
Max output	N/A	N/A	N/A	N/A
Capabilities
Vision	Yes	Yes	Yes	Yes
Function Calling	Yes	Yes	Yes	Yes
JSON Mode	Yes	Yes	Yes	No
Streaming	Yes	Yes	Yes	No
Catalogue
Provider	Meta	MoonShot AI	Alibaba	Google
Category	chat	chat	chat	voice
Charge type	Pay As You Go	Pay As You Go	Pay As You Go	Pay As You Go
Released	—	—	—	2026-09-25
Description
Summary	Muse Spark 1.3 is Meta's multimodal reasoning model designed for long-running agentic, multi-agent, and coding workflows. It maintains context and information across extended tasks, enabling reliable execution in complex, multi-step environments. The model is optimized to resolve conflicting information, seek clarification or confirmation when necessary, and execute concisely, making it well suited for autonomous agents, collaborative multi-agent systems, and long-horizon software engineering workflows.	Kimi K3.1 Pro is Moonshot AI's flagship open-weight multimodal reasoning model, building on Kimi K3 with enhanced post-training for advanced reasoning and autonomous task execution. It features a 1M-token context window and native image and video understanding, enabling complex, long-context multimodal workflows. Optimized for long-horizon coding, 3D creation, financial research, and end-to-end agentic knowledge work, Kimi K3.1 Pro is well suited for autonomous software engineering, multimodal analysis, and complex professional workflows that require sustained reasoning and reliable execution.	Qwen3.8 27B is an open-weight dense vision-language model from Qwen, designed for coding, professional knowledge work, research, and multimodal interaction. It combines strong text and visual understanding with capabilities optimized for sustained, real-world agentic tasks. The model supports flexible thinking modes that can be enabled for deeper reasoning or disabled for faster execution, making it well suited for long-running agents, multimodal workflows, coding assistants, and cost-conscious self-hosted deployments.	Google Gemini 3.5 Transcribe speech-to-text. Billed per input and output token.