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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 Astra ProOpenAIRemove
  3. Perceptron Mk1.5PerceptronRemove
  4. S1Fish AudioRemove

4 is the maximum. Remove one to add another.

transcribe-1-pro vs gpt-6-astra-pro vs perceptron-mk1.5 vs s1
AttributeTranscribe 1 Protranscribe-1-proGPT-6 Astra Progpt-6-astra-proPerceptron Mk1.5perceptron-mk1.5S1s1
Pricing
Input$0 / 1M$10.00 / 1M$0.15 / 1M$0 / 1M
Output$0 / 1M$50.00 / 1M$1.50 / 1M$0 / 1M
Cache Write (5m)Not applicable$10.00 / 1M$0.15 / 1MNot applicable
Cache Write (1h)Not applicable$10.00 / 1M$0.15 / 1MNot applicable
Cache ReadNot applicable$10.00 / 1M$0.15 / 1MNot applicable
Web Search$0 / 1M$0 / 1M$0 / 1M$0 / 1M
Context
Max contextN/A1M36.9KN/A
Max outputN/AN/AN/AN/A
Capabilities
VisionNoYesNoNo
Function CallingNoYesNoNo
JSON ModeNoYesNoNo
StreamingNoYesYesNo
Catalogue
ProviderFish AudioOpenAIPerceptronFish Audio
Categoryvoicechatchatvoice
Charge typePay As You GoPay As You GoPay As You GoPay As You Go
Released2026-09-24—2026-09-252026-07-29
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 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.Perceptron Mk1.5 chat model that accepts audio input. Audio and text input are billed per token.Fish Audio S1 text-to-speech. Billed per UTF-8 byte of input text.