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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. Perceptron Mk1.5PerceptronRemove
  2. Transcribe 1 ProFish AudioRemove
  3. Qwen Plus 2025-07-28 ThinkingAlibabaRemove
perceptron-mk1.5 vs transcribe-1-pro vs qwen-plus-2025-07-28:thinking
AttributePerceptron Mk1.5perceptron-mk1.5Transcribe 1 Protranscribe-1-proQwen Plus 2025-07-28 Thinkingqwen-plus-2025-07-28:thinking
Pricing
Input$0.15 / 1M— Not priced per input token$0.40 / 1M
Output$1.50 / 1M— Not priced per output token$4.00 / 1M
Cache Write (5m)$0.15 / 1MNot applicable$0.40 / 1M
Cache Write (1h)$0.15 / 1MNot applicable$0.40 / 1M
Cache Read$0.15 / 1MNot applicable$0.40 / 1M
Web Search$0 / 1M$0 / 1M$0 / 1M
Context
Max context36.9KN/A1M
Max outputN/AN/AN/A
Capabilities
VisionNoNoNo
Function CallingNoNoYes
JSON ModeNoNoYes
StreamingYesNoYes
Catalogue
ProviderPerceptronFish AudioAlibaba
Categorychatvoicechat
Charge typePay As You GoPay As You GoPay As You Go
Released2026-09-252026-09-24—
Description
SummaryPerceptron Mk1.5 chat model that accepts audio input. Audio and text input are billed per token.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.