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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-6.1 SolOpenAIRemove
  2. Qwen Plus 2025-07-28 ThinkingAlibabaRemove
  3. GPT-6 LunaOpenAIRemove
gpt-6.1-sol vs qwen-plus-2025-07-28:thinking vs gpt-6-luna
AttributeGPT-6.1 Solgpt-6.1-solQwen Plus 2025-07-28 Thinkingqwen-plus-2025-07-28:thinkingGPT-6 Lunagpt-6-luna
Pricing
Input$2.00 / 1M$0.40 / 1M$0.10 / 1M
Output$10.00 / 1M$4.00 / 1M$0.50 / 1M
Cache Write (5m)$2.00 / 1M$0.40 / 1M$0.10 / 1M
Cache Write (1h)$2.00 / 1M$0.40 / 1M$0.10 / 1M
Cache Read$2.00 / 1M$0.40 / 1M$0.10 / 1M
Web Search$0 / 1M$0 / 1M$0 / 1M
Context
Max context1M1M1.1M
Max outputN/AN/AN/A
Capabilities
VisionYesNoYes
Function CallingYesYesYes
JSON ModeYesYesYes
StreamingYesYesYes
Catalogue
ProviderOpenAIAlibabaOpenAI
Categorychatchatchat
Charge typePay As You GoPay As You GoPay As You Go
Released———
Description
SummaryGPT-6.1 Sol is an upgraded high-end model in OpenAI's GPT-6 series, positioned below the flagship GPT-6 Astra. It is optimized for agentic coding, computer use, document-heavy professional work, and multi-step business automation, delivering near-Astra-level capability at significantly lower cost. Compared with GPT-6 Sol, it offers improved factual reliability and stronger adherence to explicit constraints and user intent, making it well suited for complex, long-running agentic workflows where accurate and dependable execution is critical.Qwen Plus 0728 is a hybrid reasoning model built on the Qwen3 foundation, featuring a 1M-token context window and a balanced trade-off between performance, speed, and cost.GPT-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.