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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. GPT-6 SolOpenAIRemove
  3. Gemini 3.5 TranscribeGoogleRemove
  4. S2.1 ProFish AudioRemove

4 is the maximum. Remove one to add another.

gpt-6-luna vs gpt-6-sol vs gemini-3.5-transcribe vs s2.1-pro
AttributeGPT-6 Lunagpt-6-lunaGPT-6 Solgpt-6-solGemini 3.5 Transcribegemini-3.5-transcribeS2.1 Pros2.1-pro
Pricing
Input$0.10 / 1M$2.00 / 1M$0 / 1M$0 / 1M
Output$0.50 / 1M$10.00 / 1M$0 / 1M$0 / 1M
Cache Write (5m)$0.10 / 1M$2.00 / 1MNot applicableNot applicable
Cache Write (1h)$0.10 / 1M$2.00 / 1MNot applicableNot applicable
Cache Read$0.10 / 1M$2.00 / 1MNot applicableNot applicable
Web Search$0 / 1M$0 / 1M$0 / 1M$0 / 1M
Context
Max context1.1M1.1M98.3KN/A
Max outputN/AN/AN/AN/A
Capabilities
VisionYesYesYesNo
Function CallingYesYesYesNo
JSON ModeYesYesNoNo
StreamingYesYesNoNo
Catalogue
ProviderOpenAIOpenAIGoogleFish Audio
Categorychatchatvoicevoice
Charge typePay As You GoPay As You GoPay As You GoPay As You Go
Released——2026-09-252026-07-29
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.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 applicationsGoogle Gemini 3.5 Transcribe speech-to-text. Billed per input and output token.Fish Audio S2.1 Pro text-to-speech. Billed per UTF-8 byte of input text.