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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.

GPT-6 LunaOpenAI Remove
Transcribe 1 ProFish Audio Remove
Qwen Plus 2025-07-28 ThinkingAlibaba Remove

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gpt-6-luna vs transcribe-1-pro vs qwen-plus-2025-07-28:thinking
Attribute	GPT-6 Lunagpt-6-luna	Transcribe 1 Protranscribe-1-pro	Qwen Plus 2025-07-28 Thinkingqwen-plus-2025-07-28:thinking
Pricing
Input	$0.10 / 1M	— Not priced per input token	$0.40 / 1M
Output	$0.50 / 1M	— Not priced per output token	$4.00 / 1M
Cache Write (5m)	$0.10 / 1M	Not applicable	$0.40 / 1M
Cache Write (1h)	$0.10 / 1M	Not applicable	$0.40 / 1M
Cache Read	$0.10 / 1M	Not applicable	$0.40 / 1M
Web Search	$0 / 1M	$0 / 1M	$0 / 1M
Context
Max context	1.1M	N/A	1M
Max output	N/A	N/A	N/A
Capabilities
Vision	Yes	No	No
Function Calling	Yes	No	Yes
JSON Mode	Yes	No	Yes
Streaming	Yes	No	Yes
Catalogue
Provider	OpenAI	Fish Audio	Alibaba
Category	chat	voice	chat
Charge type	Pay As You Go	Pay As You Go	Pay As You Go
Released	—	2026-09-24	—
Description
Summary	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.	Fish Audio Transcribe 1 Pro speech-to-text with speaker labels; transcripts include speaker tags such as <\|speaker:0\|>. Billed per second of audio.	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.