Toqan 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.
Toqan compared with Brian2 Atlas
| Detail | 
Toqan | 
Brian2 Atlas |
|---|
| What it does | Your AI workspace
| 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 | NL
| GB
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| Pricing model | Not given
| Open source
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| Pricing | Not given
| Not given
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| Key features | - Build apps and dashboards from prompts without coding
- Integrates with Slack, Google Drive, Gmail, Notion, and custom data via MCP and OAuth
- Maintains context and picks up where you left off
- Runs tasks on a schedule automatically
- Search and analyze data from PDFs, Google Drive, and Sheets in plain language
- Built on enterprise-grade infrastructure with GDPR compliance
- No onboarding or configuration required
- Send scheduled Slack alerts and digests
| - 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 | - No setup or configuration needed to start using
- Remembers context and continues work without recaps
- Learns tasks and runs them automatically on a schedule
- Built by Prosus, one of the world's largest technology groups
| - 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) | 32 ▼ −1 (down) since last check | Not checked yet ▼ −1 (down) since last check |
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| Trust Flow (Majestic) | 24 | 3 |
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| Citation Flow (Majestic) | 32 | 19 |
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| Referring domains (Majestic) | 145 | 14 |
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4 details filled in for both companies.
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