Preferred Networks vs Superset

A side-by-side comparison of features, pricing, and characteristics.

Preferred Networks

Preferred Networks (PFN) is Japan's leading AI startup specializing in deep learning and its industrial applications.

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Superset

An open-source IDE and developer terminal designed to orchestrate and run multiple AI coding agents in parallel using Git worktrees.

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AttributePreferred NetworksSuperset
Pricing typeFrom $6.13/moFree + paid (from $15/mo)
Korean supportNoNo
PlatformsWeb, API, DesktopmacOS, Linux
Open sourceNoNo
API availableAvailable-
SDKAvailable-
LLM-basedYes-
MultimodalYes-
AI modelPLaMo, Custom Deep Learning ModelsClaude, GPT
GitHub Stars-13.8K
VendorPreferred Networks, Inc.Superset
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

Preferred Networks key features

  • Development of MN-Core AI accelerators
  • Industrial robot automation solutions
  • Autonomous driving R&D
  • AI for bio-healthcare and drug discovery
  • Development of PLaMo LLM
  • Computer vision for manufacturing optimization

Superset key features

  • Parallel agent orchestration
  • Git worktree isolation
  • Built-in diff viewer & chat
  • Local-first architecture
  • MCP (Model Context Protocol) tooling
  • In-app browser & port previews