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Ombak vs Snorkel AI

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

Ombak compared with Snorkel AI
DetailOmbak logo OmbakSnorkel AI logo Snorkel AI
What it doesAI image and video generator with real prompts Expert data development for frontier AI
StageNot given Established
FoundedNot given 2019
Based inCN Not given
Pricing modelPaid Contact for pricing
PricingStarter: $9.90 for 1,000 credits (about $0.0099 per credit); Pro: $19.90 for 2,200 credits (about $0.0090 per credit); Ultimate: $49.90 for 6,000 credits (about $0.0083 per credit). No auto-renewal. Prices exclude tax. Not given
Key features
  • Generate images using GPT Image 2.5, Nano Banana Pro, Seedream 5.0 Pro and other models
  • Library of over 1000 real prompt examples with completed works
  • Browse showcase across categories including commercial, brand design, portrait, illustration, creative poster, storyboard, UGC and social video
  • Save generated results to private user library
  • Credit-based pricing with flexible usage
  • AI Workbench for advanced editing
  • Reference assets for image generation
  • 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
What makes it different
  • Over 1037 real prompt examples from completed works across diverse creative categories
  • No subscription or auto-renewal, pay per use with one-time credit purchases
  • Access to multiple cutting-edge AI image and video generation models in one platform
  • Private library to organize and save all generated content
  • Showcase of professional examples across commercial, design, photography and creative categories
  • 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
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)Not checked yet no change since last check72 no change since last check
Trust Flow (Majestic)024
Citation Flow (Majestic)942
Referring domains (Majestic)12315

4 details filled in for both companies.

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