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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. Qwen3.8 27BAlibabaRemove
  3. Kimi K3.1 ProMoonShot AIRemove
  4. Claude Fable 5.1AnthropicRemove

4 is the maximum. Remove one to add another.

transcribe-1-pro vs qwen3.8-27b vs kimi-k3.1-pro vs claude-fable-5.1
AttributeTranscribe 1 Protranscribe-1-proQwen3.8 27Bqwen3.8-27bKimi K3.1 Prokimi-k3.1-proClaude Fable 5.1claude-fable-5.1
Pricing
Input— Not priced per input token$0.45 / 1M$2.00 / 1M$10.00 / 1M
Output— Not priced per output token$3.20 / 1M$10.00 / 1M$50.00 / 1M
Cache Write (5m)Not applicable$0.45 / 1M$2.00 / 1M$12.50 / 1M
Cache Write (1h)Not applicable$0.45 / 1M$2.00 / 1M$20.00 / 1M
Cache ReadNot applicable$0.45 / 1M$2.00 / 1M$0.25 / 1M
Web Search$0 / 1M$0 / 1M$0 / 1M$0 / 1M
Context
Max contextN/A262K1M1M
Max outputN/AN/AN/AN/A
Capabilities
VisionNoYesYesYes
Function CallingNoYesYesYes
JSON ModeNoYesYesYes
StreamingNoYesYesYes
Catalogue
ProviderFish AudioAlibabaMoonShot AIAnthropic
Categoryvoicechatchatchat
Charge typePay As You GoPay 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.Qwen3.8 27B is an open-weight dense vision-language model from Qwen, designed for coding, professional knowledge work, research, and multimodal interaction. It combines strong text and visual understanding with capabilities optimized for sustained, real-world agentic tasks. The model supports flexible thinking modes that can be enabled for deeper reasoning or disabled for faster execution, making it well suited for long-running agents, multimodal workflows, coding assistants, and cost-conscious self-hosted deployments.Kimi K3.1 Pro is Moonshot AI's flagship open-weight multimodal reasoning model, building on Kimi K3 with enhanced post-training for advanced reasoning and autonomous task execution. It features a 1M-token context window and native image and video understanding, enabling complex, long-context multimodal workflows. Optimized for long-horizon coding, 3D creation, financial research, and end-to-end agentic knowledge work, Kimi K3.1 Pro is well suited for autonomous software engineering, multimodal analysis, and complex professional workflows that require sustained reasoning and reliable execution.Claude Fable 5.1 is an upgraded version of Fable 5, delivering broad improvements with particularly strong gains in agentic coding, long-running workflows, and professional knowledge work. It excels at large code refactors, front-end and visual code generation, financial analysis, and complex analytical tasks. Compared with Fable 5, it also produces more concise plans and summaries while maintaining strong performance across extended tasks, making it a natural upgrade for existing Fable workflows and a strong option alongside Opus 5 for reasoning-intensive applications.