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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. Transcribe 1 ProFish AudioRemove
  2. mai-ds-r1:freeNot in the catalogueRemove
  3. Muse WonderMetaRemove
  4. GPT-6 AstraOpenAIRemove

4 is the maximum. Remove one to add another.

transcribe-1-pro vs mai-ds-r1:free vs muse-wonder vs gpt-6-astra
AttributeTranscribe 1 Protranscribe-1-promai-ds-r1:freeNot in the catalogueMuse Wondermuse-wonderGPT-6 Astragpt-6-astra
Pricing
Input— Not priced per input token—$4.00 / 1M$10.00 / 1M
Output— Not priced per output token—$20.00 / 1M$50.00 / 1M
Cache Write (5m)Not applicable—$4.00 / 1M$10.00 / 1M
Cache Write (1h)Not applicable—$4.00 / 1M$10.00 / 1M
Cache ReadNot applicable—$4.00 / 1M$10.00 / 1M
Web Search$0 / 1M—$0 / 1M$0 / 1M
Context
Max contextN/A—1M1M
Max outputN/A—N/AN/A
Capabilities
VisionNo—YesYes
Function CallingNo—YesYes
JSON ModeNo—YesYes
StreamingNo—YesYes
Catalogue
ProviderFish Audio—MetaOpenAI
Categoryvoice—chatchat
Charge typePay As You Go—Pay As You GoPay As You Go
Released2026-09-24———
Description
SummaryFish Audio Transcribe 1 Pro speech-to-text with speaker labels; transcripts include speaker tags such as <|speaker:0|>. Billed per second of audio.—Muse Wonder is Meta’s frontier multimodal reasoning model, designed for complex personal and professional agentic workflows. It supports text, image, video, audio, and PDF inputs with text output and features a 1M-token context window for sustained reasoning across long-running tasks. Optimized for autonomous execution and multi-agent orchestration, Muse Wonder can plan, delegate to subagents, coordinate parallel tool use, recover from errors, and operate browsers and applications across desktop and mobile environments. With cross-conversation context retrieval and its Active Focus training approach, it is well suited for complex software engineering, multi-file refactoring, computer use, and end-to-end workflows requiring persistence, adaptability, and minimal supervision.GPT-6 Astra is OpenAI's flagship model for demanding end-to-end professional work, designed for advanced analysis, software engineering, deep research, scientific tasks, and document creation. It is particularly strong in long-horizon agentic workflows, including tasks that require sustained reasoning, tool orchestration, and computer and browser use, making it well suited for complex autonomous workflows and production-grade knowledge work.