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Brian2 Atlas vs Kognite

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 Kognite
DetailBrian2 Atlas logo Brian2 AtlasKognite logo Kognite
What it doesDistributed neural simulation with MPI for Brian2 models MCP-native memory layer for AI agents
StageStartup Not given
Founded2026 Not given
Based inGB RO
Pricing modelOpen source Freemium
PricingNot given Spark: Free (5,000 new memories/month, 100 searches/day). Builder: $19/mo (50,000 new memories/month, 1,000 searches/day). Studio: $79/mo (250,000 new memories/month, 5,000 searches/day). Scale: $249/mo (1,500,000 new memories/month, 20,000 searches/day). Enterprise: custom pricing with unlimited te
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
  • Knowledge Graph on every plan including free tier
  • Hybrid semantic and full-text search with reranking
  • 18 Typed MCP Tools across 8 AI agents and editors
  • TypeScript and Python SDKs with full REST API
  • Team collaboration with roles and permissions
  • Row-level security isolation enforced by database
  • Agent Skills for reusable agent behaviors
  • Setup in 60 seconds with browser sign-in
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
  • Graph memory included on free plan, competitors charge $249/mo for it
  • First paid tier at $19/mo with 50,000 memories and 1,000 daily searches
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet −1 (down) since last check10 no change since last check
Trust Flow (Majestic)30
Citation Flow (Majestic)1923
Referring domains (Majestic)1423

5 details filled in for both companies.

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