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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. S1Fish AudioRemove
  2. GPT-6 Astra ProOpenAIRemove
  3. Perceptron Mk1.5PerceptronRemove
  4. GPT-6 SolOpenAIRemove

4 is the maximum. Remove one to add another.

s1 vs gpt-6-astra-pro vs perceptron-mk1.5 vs gpt-6-sol
AttributeS1s1GPT-6 Astra Progpt-6-astra-proPerceptron Mk1.5perceptron-mk1.5GPT-6 Solgpt-6-sol
Pricing
Input$0 / 1M$10.00 / 1M$0.15 / 1M$2.00 / 1M
Output$0 / 1M$50.00 / 1M$1.50 / 1M$10.00 / 1M
Cache Write (5m)Not applicable$10.00 / 1M$0.15 / 1M$2.00 / 1M
Cache Write (1h)Not applicable$10.00 / 1M$0.15 / 1M$2.00 / 1M
Cache ReadNot applicable$10.00 / 1M$0.15 / 1M$2.00 / 1M
Web Search$0 / 1M$0 / 1M$0 / 1M$0 / 1M
Context
Max contextN/A1M36.9K1.1M
Max outputN/AN/AN/AN/A
Capabilities
VisionNoYesNoYes
Function CallingNoYesNoYes
JSON ModeNoYesNoYes
StreamingNoYesYesYes
Catalogue
ProviderFish AudioOpenAIPerceptronOpenAI
Categoryvoicechatchatchat
Charge typePay As You GoPay As You GoPay As You GoPay As You Go
Released2026-07-29—2026-09-25—
Description
SummaryFish Audio S1 text-to-speech. Billed per UTF-8 byte of input text.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.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