QED Science vs Brian2 Atlas
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 Brian2 Atlas
| Detail | 
QED Science | 
Brian2 Atlas |
|---|
| What it does | Critical Thinking AI for constructive criticism and science evaluation
| Distributed neural simulation with MPI for Brian2 models
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| Stage | Not given
| Startup
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| Founded | Not given
| 2026
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| Based in | IL
| GB
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| Pricing model | Freemium
| Open source
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| Pricing | Not given
| 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
| - Distributed simulation across MPI ranks
- Multi-backend execution (CPU, GPU, Browser, MPI)
- AtlasIR typed intermediate representation
- Native forward and reverse execution for training
- Retains Brian2 modelling interface
- GPU execution on Apple Metal and NVIDIA CUDA
- WebAssembly browser execution
- CPU reference and AOT compilation
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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
| - Distributed execution without sacrificing Brian2's familiar modelling interface
- Open-source with published arXiv paper and reproduction materials
- Explicit, verifiable execution plans via AtlasIR
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| Free plan | Not given
| Not given
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| Open source | Not given
| Not given
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| Platforms | Not given
| 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) | 35 ▲ +2 (up) since last check | Not checked yet ▼ −1 (down) since last check |
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| Trust Flow (Majestic) | 29 | 3 |
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| Citation Flow (Majestic) | 25 | 19 |
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| Referring domains (Majestic) | 157 | 14 |
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5 details filled in for both companies.
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