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Seedfast vs VibeiDE

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 VibeiDE
Detail SeedfastVibeiDE logo VibeiDE
What it doesSynthetic test data generator for PostgreSQL that reads your live schema and generates realistic data without production data Desktop workspace to run and review multiple Claude Code and Codex agents in parallel across projects
StageStartup Not given
Founded2025 Not given
Based inSK SK
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 Monthly $7.99 (then $9.99 after Jan 1, 2027), Yearly $79 billed annually (then $99 after Jan 1, 2027), Lifetime $249 (retires Jan 1, 2027). Team plans: $14.99 per seat monthly (then $19.99), $14.99 per seat monthly billed $99 yearly. All features included with all plans. 14-day free trial, no card r
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
  • Project task queues with parallel execution
  • Saved sessions that can be resumed anytime
  • Provider usage limits and rate limit tracking
  • Plan Council: two agents review plans before code is written
  • Mobile control to queue and review from phone
  • Voice dictation for prompts and follow-ups
  • Standup changelog feature to organize completed tasks
  • Gamified progression with achievements and office customization
  • Company mode for team visibility and collaboration
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
  • Each task gets its own fresh session to reduce hallucinations and token costs
  • Nothing gets lost: every result waits for review before shipping
  • Run 4-6 agents in parallel on average across projects
  • Runs locally on your computer with your own credentials
  • No tokens to buy: uses your own provider subscriptions
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 −5 (down) since last check
Trust Flow (Majestic)275
Citation Flow (Majestic)3223
Referring domains (Majestic)626

6 details filled in for both companies.

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