TranscriptFetch vs Vagary Labs

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

TranscriptFetch compared with Vagary Labs
Detail	TranscriptFetch	Vagary Labs
What it does	The transcript API for social media video	Platform and APIs powering a fleet of products
Stage	Startup	Startup
Founded	2026	2026
Based in	Not given	IN
Pricing model	Freemium	Freemium
Pricing	Free: 50 credits per month, no card required. Basic: $5/month for 1,000 credits. Pro: $15/month for 7,500 credits. Mega: $45/month for 35,000 credits. Scale: $229/month for 250,000 credits. Enterprise: Custom pricing for 250,000+ credits with dedicated capacity and SLA. Caption fetches cost 1 credit	Free tier with metered usage (LLM tokens 100,000, API calls 10,000, Speech-to-text 1 hour, Text-to-speech 50,000); Pro $49/mo (LLM tokens 5,000,000, API calls 1,000,000, Speech-to-text 50 hours, Text-to-speech 5,000,000); Enterprise $499/mo (unlimited)
Key features	Timestamped transcript segments in structured JSON format Support for YouTube, TikTok, Instagram, and direct media files Channel and playlist transcript retrieval Video search and transcript fetching AI Fallback Transcription when captions are missing MCP server for Claude, ChatGPT, and Cursor integration REST API, Python SDK, and Node.js SDK Batch processing of multiple transcripts Channel monitors for new video uploads n8n, Make, and Zapier integrations	Single authentication authority for all products Versioned OpenAPI contracts for each capability Observability built into every product surface Self-hosted control plane infrastructure Speech-to-text and text-to-speech capabilities Usage metering and billing for platform surfaces Search and retrieval over product datasets Public fleet status monitoring Secret vaulting with tiered access
What makes it different	Built-in AI transcription for videos without captions MCP server support for direct integration with AI assistants	One platform serves multiple independent product surfaces Self-hosted infrastructure with no external SaaS dependencies Open-source tooling and platform transparency Usage-based pricing across all products on one bill Comprehensive platform documentation and public topology
Community votes	0	0
DR (Domain Rating by Ahrefs)	54 +1 (up) since last check	32 no change since last check
Trust Flow (Majestic)	20	0
Citation Flow (Majestic)	35	22
Referring domains (Majestic)	120	5

7 details filled in for both companies.

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