Brian2 Atlas vs GoodMem
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 GoodMem
| Detail | 
Brian2 Atlas | 
GoodMem |
|---|
| What it does | Distributed neural simulation with MPI for Brian2 models
| Memory layer for AI agents that saves tokens, improves itself, and enforces access control
|
|---|
| Stage | Startup
| Startup
|
|---|
| Founded | 2026
| 2024
|
|---|
| Based in | GB
| US
|
|---|
| Pricing model | Open source
| Freemium
|
|---|
| Pricing | Not given
| Self-hosted: Free for commercial use. GoodMem Cloud: From $15/mo with usage-based pricing, 14-day free trial. Enterprise: Custom pricing.
|
|---|
| 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
| - Automated retrieval stack optimization
- Multimodal document processing with page images
- Granular access control and permissions
- Hybrid search with dense and sparse embedders
- Support for multiple LLM providers
- Multi-language SDKs and APIs
- Flexible deployment options
- ISO/IEC 27001 certified security
- SLSA Build L3 provenance
|
|---|
| 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
| - Achieves frontier model quality at 1/35 of the cost using small self-hosted models
- Automatically optimizes retrieval stack for your data on real queries
- Never locks you in with proprietary storage
- Runs on-premises with full data control
|
|---|
| Free plan | Not given
| Not given
|
|---|
| Open source | Not given
| Not given
|
|---|
| Platforms | Not given
| Not given
|
|---|
| Public API | Not given
| Not given
|
|---|
| Community votes | 0 | 0 |
|---|
| DR (Domain Rating by Ahrefs) | Not checked yet ▼ −1 (down) since last check | 44 ▲ +1 (up) since last check |
|---|
| Trust Flow (Majestic) | 3 | 10 |
|---|
| Citation Flow (Majestic) | 19 | 32 |
|---|
| Referring domains (Majestic) | 14 | 70 |
|---|
7 details filled in for both companies.
More alternatives to Brian2 Atlas More alternatives to GoodMem