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Seedfast vs DeepLab

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

Seedfast compared with DeepLab
Detail SeedfastDeepLab logo DeepLab
What it doesSynthetic test data generator for PostgreSQL that reads your live schema and generates realistic data without production data Sharp tools. No bloat.
StageStartup Not given
Founded2025 Not given
Based inSK UA
Pricing modelFreemium Freemium
PricingFree plan: $5 of monthly credits ($10 with work email), around 8 seeding runs per month on a 30-table schema. Basic plan: $16/month with $32 of monthly credits (2x payment), around 50 runs per month. Premium plan: $69/month with $180 of monthly credits (2.6x payment), around 300 runs per month, prio Free tier available for most apps; Pro is a one-time purchase for one app, with a key working on 2 Macs. Some tools are free and open source.
Key features
  • Reads live database schema to generate coherent test data automatically
  • Generates realistic data at scale from hundreds to tens of millions of rows
  • Maintains foreign key integrity and constraint satisfaction
  • Generates localized data with culturally appropriate names and formats
  • Works as CLI, MCP server for AI editors, and CI/CD pipeline step
  • Handles complex schemas with composite keys and multi-level dependencies
  • Plan preview shows exactly what will be seeded before writing any rows
  • Never requires access to production databases
  • Generates data with realistic distributions across columns and tables
  • Most runs complete in under three minutes
  • Video, photo, PDF and document compression without uploading files
  • Local storage space analysis and app removal with leftover cleanup
  • Screenshot and screen recording with text search and secret masking
  • Local password and secrets storage without server or subscription
  • Marketing analytics debugging to see tracking fires with timing and reasons
  • Local search across files, notes and email faster than Spotlight
  • Uptime and performance monitoring for websites
  • Podcast transcription, chapters and SEO description generation
  • Document to Markdown or JSON conversion for LLM and RAG pipelines
  • Automatic Oracle Cloud free ARM server claim on capacity availability
What makes it different
  • No production data exposure: generates all test data from schema alone, eliminating privacy and compliance risks
  • Schema-aware generation creates coherent, relational data without manual seed scripts
  • Integrated with AI editors through MCP server for seamless developer workflow
  • Realistic data that surfaces real bugs, not random placeholder values
  • Works at any scale with consistent data integrity from dozens to tens of millions of rows
  • Local-first operation with no cloud pipelines, telemetry or analytics on your analytics
  • Each tool focused on doing one thing well, resisting feature creep
  • Flat, transparent pricing with no per-seat traps or freemium bait-and-switch
  • One-time Pro purchase licenses work on 2 Macs and can be moved between devices
  • No accounts, analytics collection or data sharing; only check for updates and license verification online
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)8 −19 (down) since last check2 no change since last check
Trust Flow (Majestic)271
Citation Flow (Majestic)3215
Referring domains (Majestic)6211

6 details filled in for both companies.

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