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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 LunaOpenAIRemove
  2. S1Fish AudioRemove
  3. GPT-6 Sol ProOpenAIRemove
  4. S2 ProFish AudioRemove

4 is the maximum. Remove one to add another.

gpt-6-luna vs s1 vs gpt-6-sol-pro vs s2-pro
AttributeGPT-6 Lunagpt-6-lunaS1s1GPT-6 Sol Progpt-6-sol-proS2 Pros2-pro
Pricing
Input$0.10 / 1M$0 / 1M$2.00 / 1M$0 / 1M
Output$0.50 / 1M$0 / 1M$10.00 / 1M$0 / 1M
Cache Write (5m)$0.10 / 1MNot applicable$2.00 / 1MNot applicable
Cache Write (1h)$0.10 / 1MNot applicable$2.00 / 1MNot applicable
Cache Read$0.10 / 1MNot applicable$2.00 / 1MNot applicable
Web Search$0 / 1M$0 / 1M$0 / 1M$0 / 1M
Context
Max context1.1MN/A1.1MN/A
Max outputN/AN/AN/AN/A
Capabilities
VisionYesNoYesNo
Function CallingYesNoYesNo
JSON ModeYesNoYesNo
StreamingYesNoYesNo
Catalogue
ProviderOpenAIFish AudioOpenAIFish Audio
Categorychatvoicechatvoice
Charge typePay As You GoPay As You GoPay As You GoPay As You Go
Released—2026-07-29—2026-07-29
Description
SummaryGPT-6 Luna is the fast, cost-efficient model in OpenAI's GPT-6 series, optimized for high-volume and latency-sensitive workloads such as chat, classification, and lightweight agentic tasks. It combines low-cost, responsive inference with the GPT-6 family’s improvements in factual reliability and clear, concise communication. At higher reasoning effort, GPT-6 Luna can also handle complex software engineering and computer-use workflows that previously required a Sol-tier model, making it a versatile choice for scalable production applications that need to balance speed, cost, and capability.Fish Audio S1 text-to-speech. Billed per UTF-8 byte of input text.GPT-6 Sol Pro uses the same underlying model as GPT-6 Sol, but runs with reasoning.mode set to pro for higher-quality responses on complex and demanding tasks. Optimized for deeper reasoning, greater accuracy, and more reliable multi-step execution, it is particularly well suited for agentic coding, long-horizon software engineering, professional analysis, and complex automated workflows where solution quality takes priority over latency and cost.Fish Audio S2 Pro text-to-speech. Billed per UTF-8 byte of input text.