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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.

  1. GLM 5.3Z.AIRemove
  2. Muse Spark 1.3MetaRemove
  3. Kimi K3.1 ProMoonShot AIRemove
  4. Transcribe 1 ProFish AudioRemove

4 is the maximum. Remove one to add another.

glm-5.3 vs muse-spark-1.3 vs kimi-k3.1-pro vs transcribe-1-pro
AttributeGLM 5.3glm-5.3Muse Spark 1.3muse-spark-1.3Kimi K3.1 Prokimi-k3.1-proTranscribe 1 Protranscribe-1-pro
Pricing
Input$1.40 / 1M$1.25 / 1M$2.00 / 1M— Not priced per input token
Output$4.40 / 1M$4.25 / 1M$10.00 / 1M— Not priced per output token
Cache Write (5m)$1.40 / 1M$1.25 / 1M$2.00 / 1MNot applicable
Cache Write (1h)$1.40 / 1M$1.25 / 1M$2.00 / 1MNot applicable
Cache Read$1.40 / 1M$1.25 / 1M$2.00 / 1MNot applicable
Web Search$0 / 1M$0 / 1M$0 / 1M$0 / 1M
Context
Max context1M1M1MN/A
Max outputN/AN/AN/AN/A
Capabilities
VisionNoYesYesNo
Function CallingYesYesYesNo
JSON ModeYesYesYesNo
StreamingYesYesYesNo
Catalogue
ProviderZ.AIMetaMoonShot AIFish Audio
Categorychatchatchatvoice
Charge typePay As You GoPay As You GoPay As You GoPay As You Go
Released———2026-09-24
Description
SummaryGLM-5.3 is Z.ai's large-scale reasoning model designed for complex software engineering and long-horizon agentic workflows. It supports text input and output with a 1M-token context window, enabling sustained reasoning across large codebases and extended multi-step tasks. Building on GLM-5.2, it delivers stronger coding performance while improving the balance between capability and token efficiency, making it well suited for autonomous coding agents, large-scale engineering workflows, and complex task execution.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.Fish Audio Transcribe 1 Pro speech-to-text with speaker labels; transcripts include speaker tags such as <|speaker:0|>. Billed per second of audio.