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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. GPT-6 Astra ProOpenAIRemove
  2. S1Fish AudioRemove
  3. Transcribe 1 ProFish AudioRemove
  4. GPT-6 SolOpenAIRemove

4 is the maximum. Remove one to add another.

gpt-6-astra-pro vs s1 vs transcribe-1-pro vs gpt-6-sol
AttributeGPT-6 Astra Progpt-6-astra-proS1s1Transcribe 1 Protranscribe-1-proGPT-6 Solgpt-6-sol
Pricing
Input$10.00 / 1M$0 / 1M$0 / 1M$2.00 / 1M
Output$50.00 / 1M$0 / 1M$0 / 1M$10.00 / 1M
Cache Write (5m)$10.00 / 1MNot applicableNot applicable$2.00 / 1M
Cache Write (1h)$10.00 / 1MNot applicableNot applicable$2.00 / 1M
Cache Read$10.00 / 1MNot applicableNot applicable$2.00 / 1M
Web Search$0 / 1M$0 / 1M$0 / 1M$0 / 1M
Context
Max context1MN/AN/A1.1M
Max outputN/AN/AN/AN/A
Capabilities
VisionYesNoNoYes
Function CallingYesNoNoYes
JSON ModeYesNoNoYes
StreamingYesNoNoYes
Catalogue
ProviderOpenAIFish AudioFish AudioOpenAI
Categorychatvoicevoicechat
Charge typePay As You GoPay As You GoPay As You GoPay As You Go
Released—2026-07-292026-09-24—
Description
SummaryGPT-6 Astra Pro uses the same underlying model as GPT-6 Astra, but runs with reasoning.mode set to pro for higher-quality responses on complex tasks. Optimized for deeper reasoning, greater accuracy, and more reliable multi-step execution, it is well suited for demanding coding, analysis, and agentic workflows where solution quality takes priority over speed and cost.Fish Audio S1 text-to-speech. Billed per UTF-8 byte of input text.Fish 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 Sol is OpenAI's cost-efficient high-end model in the GPT-6 series, positioned between the flagship GPT-6 Astra and the fast GPT-6 Luna tier. It is designed for professional knowledge work, agentic coding, business workflow automation, and computer-use tasks, with particular strength in long-horizon software engineering across real-world codebases. GPT-6 Sol approaches Astra-level factual reliability at a significantly lower cost, while sharing its clear and concise communication style. This balance of capability, reliability, and efficiency makes it well suited for production agents, complex engineering workflows, and scalable professional applications