Fig0 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.
Fig0 compared with Snorkel AI
| Detail | 
Fig0 | 
Snorkel AI |
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| What it does | AI Scientific Figure Generator for researchers and scientists
| Expert data development for frontier AI
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| Stage | Not given
| Established
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| Founded | Not given
| 2019
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| Based in | Not given
| Not given
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| Pricing model | Freemium
| Contact for pricing
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| Pricing | Free plan with 200 credits valid 60 days; Starter $9.90/month ($4.90/month annual, $0.0016/credit); Standard $19.90/month ($9.90/month annual, $0.0012/credit); Premium $39.90/month ($19.90/month annual, $0.0011/credit)
| Not given
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| Key features | - Text-to-Figure generation from descriptions
- Sketch and reference inputs with layout preservation
- Infinite canvas for refinement and arrangement
- Editable vector export in SVG, PPTX, PDF
- High-resolution output with 300/600 DPI TIFF
- Editable text labels and region refinement
- Background cleanup and upscaling
- PDF, photo and existing figure as input
| - 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
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| What makes it different | - Preserves editability after AI generation for team collaboration
- Multiple input modes including text, sketch, photo and PDF
- Export in publication submission formats without leaving the tool
- Handles reviewer changes and last-mile figure polish
- Designed specifically for scientific workflows, not generic image tools
| - 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
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
| Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 30 ● no change since last check | 72 ● no change since last check |
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| Trust Flow (Majestic) | 7 | 24 |
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| Citation Flow (Majestic) | 16 | 42 |
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| Referring domains (Majestic) | 85 | 2315 |
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4 details filled in for both companies.
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