Compare models

Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.

Transcribe 1 ProFish Audio Remove
DeepSeek V4.1 FlashDeepSeek Remove
Qwen3 ASR 0.6BQwen Remove
Perceptron Mk1.5Perceptron Remove

4 is the maximum. Remove one to add another.

transcribe-1-pro vs deepseek-v4.1-flash vs qwen3-asr-0.6b vs perceptron-mk1.5
Attribute	Transcribe 1 Protranscribe-1-pro	DeepSeek V4.1 Flashdeepseek-v4.1-flash	Qwen3 ASR 0.6Bqwen3-asr-0.6b	Perceptron Mk1.5perceptron-mk1.5
Pricing
Input	$0 / 1M	$0.30 / 1M	$0 / 1M	$0.15 / 1M
Output	$0 / 1M	$1.20 / 1M	$0 / 1M	$1.50 / 1M
Cache Write (5m)	Not applicable	$0.30 / 1M	Not applicable	$0.15 / 1M
Cache Write (1h)	Not applicable	$0.30 / 1M	Not applicable	$0.15 / 1M
Cache Read	Not applicable	$0.30 / 1M	Not applicable	$0.15 / 1M
Web Search	$0 / 1M	$0 / 1M	$0 / 1M	$0 / 1M
Context
Max context	N/A	1M	N/A	36.9K
Max output	N/A	N/A	N/A	N/A
Capabilities
Vision	No	Yes	No	No
Function Calling	No	Yes	No	No
JSON Mode	No	Yes	No	No
Streaming	No	Yes	No	Yes
Catalogue
Provider	Fish Audio	DeepSeek	Qwen	Perceptron
Category	voice	chat	voice	chat
Charge type	Pay As You Go	Pay As You Go	Pay As You Go	Pay As You Go
Released	2026-09-24	—	2026-08-13	2026-09-25
Description
Summary	Fish Audio Transcribe 1 Pro speech-to-text with speaker labels; transcripts include speaker tags such as <\|speaker:0\|>. Billed per second of audio.	DeepSeek V4.1 Flash is a cost-efficient sparse Mixture-of-Experts (MoE) model in DeepSeek's V4.1 family, optimized for coding, reasoning, and agentic workflows. Despite its efficiency-focused positioning, DeepSeek reports that it surpasses the previous V4 Pro in performance, inference speed, and overall task completion time. The model is particularly strong at long-horizon, multi-step execution, making it well suited for coding agents, complex problem solving, and autonomous workflows that must reliably carry tasks through to completion.	Qwen3-ASR 0.6B speech-to-text. Billed per second of audio.	Perceptron Mk1.5 chat model that accepts audio input. Audio and text input are billed per token.