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Snorkel AI vs I'm Sorry I Lied

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

Snorkel AI compared with I'm Sorry I Lied
DetailSnorkel AI logo Snorkel AII'm Sorry I Lied logo I'm Sorry I Lied
What it doesExpert data development for frontier AI AI costume reveal maker
StageEstablished Not given
Founded2019 Not given
Based inNot given Not given
Pricing modelContact for pricing Paid
PricingNot given Starter: $5.99 for 1 credit; Creator: $14.99 for 3 credits; Studio: $39.99 for 10 credits. One-time purchase, no subscription. Standard creation uses 1 credit, enhanced video mode uses 2 credits.
Key features
  • Research-grade datasets with rubrics, reviewer guidance, difficulty tiers and eval slices
  • Custom data development for specific failure surfaces and use cases
  • Specialized agents built on expert data evaluated in real workflows
  • Benchmark-grade environments and evaluation harnesses
  • Provenance tracking with full audit trails for all labeled data
  • AI-generated costume transformations with preset options including wizard, witch, vampire, and astronaut
  • Three captioned images and 9-second silent MP4 export at 720×1280 resolution
  • Edit captions after generation without requiring regeneration
  • Private account-based storage for uploads and saved results
  • Mobile browser support with optional image-only download
  • Shared credit balance across three templates: I'm Sorry I Lied, Dime, and Ozil
  • Failed generations automatically return credits
  • Free fictional samples available to watch and download
What makes it different
  • Research-driven data lab focused on quality and frontier-hardness rather than volume
  • Domain-specific benchmarks and evaluation environments built for real-world, high-stakes failures
  • Research methodology published and peer-reviewed with 200+ papers
  • Comprehensive data lifecycle from SFT to RL training to evaluation
  • Single-photo creation workflow requiring only one original image
  • No subscription required; credits never expire and are purchased as one-time packs
  • Integrated platform handling both AI generation and slideshow creation in one tool
  • Silent MP4 downloads for flexible music and audio customization
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)72 no change since last check8 no change since last check
Trust Flow (Majestic)248
Citation Flow (Majestic)4221
Referring domains (Majestic)231517

4 details filled in for both companies.

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