Preferred Networks vs jcode

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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jcode

Open-source Rust terminal coding agent for parallel AI-assisted development, memory, swarms, MCP tools, and remote sessions.

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AttributePreferred Networksjcode
Pricing typeFrom $6.13/moFree + paid (from $10/mo)
Korean supportNoNo
PlatformsWeb, API, DesktopmacOS, Linux, Windows 11, Termux, Remote servers, WebSocket thin clients
Open sourceNoNo
API availableAvailable-
SDKAvailable-
LLM-basedYes-
MultimodalYes-
AI modelPLaMo, Custom Deep Learning ModelsClaude, OpenAI, Google Gemini, GitHub Copilot, Ollama-compatible models, LM Studio-compatible models, OpenAI-compatible models
GitHub Stars-19.2K
VendorPreferred Networks, Inc.Solo Systems
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

jcode key features

  • Running parallel agent swarms
  • Semantic-based long-term memory
  • MCP tool integration
  • Background tasks and automatic retries
  • Remote sessions and server-client architecture
  • Various model providers and OAuth login