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
Perceptron Mk1.5Perceptron Remove
DeepSeek V4.1 FlashDeepSeek Remove
S2 ProFish Audio Remove

4 is the maximum. Remove one to add another.

transcribe-1-pro vs perceptron-mk1.5 vs deepseek-v4.1-flash vs s2-pro
Attribute	Transcribe 1 Protranscribe-1-pro	Perceptron Mk1.5perceptron-mk1.5	DeepSeek V4.1 Flashdeepseek-v4.1-flash	S2 Pros2-pro
Pricing
Input	$0 / 1M	$0.15 / 1M	$0.30 / 1M	$0 / 1M
Output	$0 / 1M	$1.50 / 1M	$1.20 / 1M	$0 / 1M
Cache Write (5m)	Not applicable	$0.15 / 1M	$0.30 / 1M	Not applicable
Cache Write (1h)	Not applicable	$0.15 / 1M	$0.30 / 1M	Not applicable
Cache Read	Not applicable	$0.15 / 1M	$0.30 / 1M	Not applicable
Web Search	$0 / 1M	$0 / 1M	$0 / 1M	$0 / 1M
Context
Max context	N/A	36.9K	1M	N/A
Max output	N/A	N/A	N/A	N/A
Capabilities
Vision	No	No	Yes	No
Function Calling	No	No	Yes	No
JSON Mode	No	No	Yes	No
Streaming	No	Yes	Yes	No
Catalogue
Provider	Fish Audio	Perceptron	DeepSeek	Fish Audio
Category	voice	chat	chat	voice
Charge type	Pay As You Go	Pay As You Go	Pay As You Go	Pay As You Go
Released	2026-09-24	2026-09-25	—	2026-07-29
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.	Perceptron Mk1.5 chat model that accepts audio input. Audio and text input are billed per token.	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.	Fish Audio S2 Pro text-to-speech. Billed per UTF-8 byte of input text.