QED Science vs Mlola
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
QED Science compared with Mlola
| Detail | 
QED Science | 
Mlola |
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| What it does | Critical Thinking AI for constructive criticism and science evaluation
| Reliable browser use with a fast path: deterministic mechanics, safety and verification, and a model asked only for judgement.
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| Stage | Not given
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| Founded | Not given
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| Based in | IL
| ID
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| Pricing model | Freemium
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| Pricing | Not given
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| Key features | - Core claim extraction and validation
- Grant proposal evaluation
- Personalized research insights feed
- Validity scoring and contradiction resolution
- SOC 2 Type II and ISO 27001 compliance
- Data privacy with no model training on submissions
| - Observe page state in atomic passes without screenshots
- Model picks operations only from compatible targets
- Risk classification for payments, deletions, sends and secrets
- Typed actions with freshness, visibility and occlusion checks
- Append-only event log for replay and audit
- Chrome automation through Playwright
- Browser extension for agent isolation
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| What makes it different | - Only AI platform trained on feedback from thousands of domain experts including Nobel laureates
- User manuscripts never used for model training or fine-tuning
- Provides nature-reviewer-level feedback at scale
- Built by scientists for scientists
| - Deterministic browser mechanics as default, models only for judgement and writing
- Safety enforced through code boundaries, not prompt requests
- Every step verified independently before proceeding
- Cost measured by fast-path share on every run
- Capabilities advertised honestly, imitation refused
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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
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 35 ▲ +2 (up) since last check | 10 ● no change since last check |
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| Trust Flow (Majestic) | 29 | 0 |
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| Citation Flow (Majestic) | 25 | 27 |
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| Referring domains (Majestic) | 157 | 28 |
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4 details filled in for both companies.
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