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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. GPT-6 AstraOpenAIRemove
  3. GPT-5.6 Sol ProOpenAIRemove
transcribe-1-pro vs gpt-6-astra vs gpt-5.6-sol-pro
AttributeTranscribe 1 Protranscribe-1-proGPT-6 Astragpt-6-astraGPT-5.6 Sol Progpt-5.6-sol-pro
Pricing
Input— Not priced per input token$10.00 / 1M$5.00 / 1M
Output— Not priced per output token$50.00 / 1M$30.00 / 1M
Cache Write (5m)Not applicable$10.00 / 1M$5.00 / 1M
Cache Write (1h)Not applicable$10.00 / 1M$5.00 / 1M
Cache ReadNot applicable$10.00 / 1M$5.00 / 1M
Web Search$0 / 1M$0 / 1M$0 / 1M
Context
Max contextN/A1M1M
Max outputN/AN/AN/A
Capabilities
VisionNoYesYes
Function CallingNoYesYes
JSON ModeNoYesYes
StreamingNoYesYes
Catalogue
ProviderFish AudioOpenAIOpenAI
Categoryvoicechatchat
Charge typePay As You GoPay 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.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.GPT-5.6 Sol Pro uses the same underlying model as GPT-5.6 Sol, but runs with reasoning.mode set to pro for higher-quality responses on complex tasks. Optimized for deeper reasoning and more reliable execution, it is particularly well suited for advanced coding, long-horizon problem solving, and agentic workflows where accuracy and solution quality take priority over speed and cost.