ListRiver 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.

ListRiver compared with Vagary Labs
Detail	ListRiver	Vagary Labs
What it does	Clean, filterable business lists from official state records with monthly refreshes	Platform and APIs powering a fleet of products
Stage	Not given	Startup
Founded	Not given	2026
Based in	Not given	IN
Pricing model	Not given	Freemium
Pricing	Free API tier: 500 records per month. Monthly plans: $50/month for 5,000 records, $100/month for 12,000 records, $200/month for 28,000 records, $450/month for 75,000 records. Prepaid packs: $50 for 5,000 records, $75 for 7,500 records, $100 for 10,000 records (expire 12 months after purchase). List	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	REST API with JSON responses Filter by state, city, county, ZIP code, NAICS industry code, entity type, and formation date Free count action to preview results before using records Enriched data including emails, phone numbers, social media links and business contacts Pay-in-6 financing for U.S. businesses with no interest or fees 91 data fields available across different list types Cursor-based pagination for resuming data pulls without paying twice Business credit data enrichment from SMBCredit.net	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	Data from official state registries only, not aggregated from other sources Standardized data across all states with duplicates removed Pay-in-6 financing builds business credit with Experian and SMBCredit No verification needed to pay in full; instant business verification for Pay-in-6 Data accuracy corrections available from businesses themselves	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)	12 no change since last check	32 no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	16	22
Referring domains (Majestic)	2	5

4 details filled in for both companies.

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