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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. Transcribe 1 ProFish AudioRemove
  2. GPT-6.1 SolOpenAIRemove
  3. Qwen Plus 2025-07-28 ThinkingAlibabaRemove
transcribe-1-pro vs gpt-6.1-sol vs qwen-plus-2025-07-28:thinking
AttributeTranscribe 1 Protranscribe-1-proGPT-6.1 Solgpt-6.1-solQwen Plus 2025-07-28 Thinkingqwen-plus-2025-07-28:thinking
Pricing
Input— Not priced per input token$2.00 / 1M$0.40 / 1M
Output— Not priced per output token$10.00 / 1M$4.00 / 1M
Cache Write (5m)Not applicable$2.00 / 1M$0.40 / 1M
Cache Write (1h)Not applicable$2.00 / 1M$0.40 / 1M
Cache ReadNot applicable$2.00 / 1M$0.40 / 1M
Web Search$0 / 1M$0 / 1M$0 / 1M
Context
Max contextN/A1M1M
Max outputN/AN/AN/A
Capabilities
VisionNoYesNo
Function CallingNoYesYes
JSON ModeNoYesYes
StreamingNoYesYes
Catalogue
ProviderFish AudioOpenAIAlibaba
Categoryvoicechatchat
Charge typePay As You GoPay As You GoPay As You Go
Released2026-09-24——
Description
SummaryFish Audio Transcribe 1 Pro speech-to-text with speaker labels; transcripts include speaker tags such as <|speaker:0|>. Billed per second of audio.GPT-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.