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
GPT-6 AstraOpenAI Remove
Claude Sonnet 5.5Anthropic Remove
S2 ProFish Audio Remove

4 is the maximum. Remove one to add another.

transcribe-1-pro vs gpt-6-astra vs claude-sonnet-5.5 vs s2-pro
Attribute	Transcribe 1 Protranscribe-1-pro	GPT-6 Astragpt-6-astra	Claude Sonnet 5.5claude-sonnet-5.5	S2 Pros2-pro
Pricing
Input	$0 / 1M	$10.00 / 1M	$2.00 / 1M	$0 / 1M
Output	$0 / 1M	$50.00 / 1M	$10.00 / 1M	$0 / 1M
Cache Write (5m)	Not applicable	$10.00 / 1M	$2.50 / 1M	Not applicable
Cache Write (1h)	Not applicable	$10.00 / 1M	$4.00 / 1M	Not applicable
Cache Read	Not applicable	$10.00 / 1M	$0.20 / 1M	Not applicable
Web Search	$0 / 1M	$0 / 1M	$0 / 1M	$0 / 1M
Context
Max context	N/A	1M	1M	N/A
Max output	N/A	N/A	N/A	N/A
Capabilities
Vision	No	Yes	Yes	No
Function Calling	No	Yes	Yes	No
JSON Mode	No	Yes	Yes	No
Streaming	No	Yes	Yes	No
Catalogue
Provider	Fish Audio	OpenAI	Anthropic	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	—	—	2026-07-29
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.	GPT-6 Astra is OpenAI's flagship model for demanding end-to-end professional work, designed for advanced analysis, software engineering, deep research, scientific tasks, and document creation. It is particularly strong in long-horizon agentic workflows, including tasks that require sustained reasoning, tool orchestration, and computer and browser use, making it well suited for complex autonomous workflows and production-grade knowledge work.	Claude Sonnet 5.5 is Anthropic's Sonnet-class model for well-scoped everyday work, serving as a direct upgrade to Sonnet 5. It excels at feature development, bug fixing, and creating polished documents, presentations, and spreadsheets, while offering clearer writing and communication than its predecessor.	Fish Audio S2 Pro text-to-speech. Billed per UTF-8 byte of input text.