Brian2 Atlas vs Exabase
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Brian2 Atlas compared with Exabase
| Detail | 
Brian2 Atlas | 
Exabase |
|---|
| What it does | Distributed neural simulation with MPI for Brian2 models
| Context infrastructure for AI agents
|
|---|
| Stage | Startup
| Startup
|
|---|
| Founded | 2026
| Not given
|
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| Based in | GB
| GB
|
|---|
| Pricing model | Open source
| Freemium
|
|---|
| Pricing | Not given
| Not given
|
|---|
| Key features | - 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
| - Memory system with self-managing advanced memory
- Isolated per-tenant instances with version rollback
- Portable context server with files, notes and links
- Sub-document multi-modal hybrid search
- Structured data extraction from PDFs, websites and images
- Autonomous agents for knowledge base automation
- 99.9% uptime SLA
- AES-256 encryption at rest and SSL in transit
- TypeScript SDK and REST API
- Model-agnostic and framework-agnostic
|
|---|
| What makes it different | - Distributed execution without sacrificing Brian2's familiar modelling interface
- Open-source with published arXiv paper and reproduction materials
- Explicit, verifiable execution plans via AtlasIR
| - Cut token spend by up to 81% through persistent agent memory instead of full context window stuffing
- State-of-the-art on two leading AI memory benchmarks
- Full-stack data layer eliminating need for multiple services
- Production-tested at scale powering Fabric platform
- Self-improving memory that tracks relationships and resolves contradictions
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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 |
|---|
| DR (Domain Rating by Ahrefs) | Not checked yet ▼ −1 (down) since last check | 29 ● no change since last check |
|---|
| Trust Flow (Majestic) | 3 | 11 |
|---|
| Citation Flow (Majestic) | 19 | 32 |
|---|
| Referring domains (Majestic) | 14 | 122 |
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6 details filled in for both companies.
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