PilotDeck
★ 4.8k
vs
Orkas
★ 2.2k
PilotDeck vs Orkas
PilotDeck: PilotDeck is an open-source agent operating system built around the WorkSpace concept, jointly developed by Tsinghua University THUNLP, ModelBest, OpenBMB, and AI9Stars. It targets long-running, multi-project productivity work with three core capabilities: white-box traceable memory, smart model routing for cost optimization, and always-on background task execution. The system natively supports MCP and works consistently across Web, CLI, and IM frontends.; Orkas: Orkas is an open-source, local-first multi-agent desktop app. A Commander agent plans a goal and coordinates specialist agents, and can also drive external CLI agents such as Claude Code, Codex and OpenCode as local sessions. Conversations, files and API keys stay on your disk, and model calls go straight from your machine to the provider.
01
TL;DR
PilotDeckMulti-Agent · ★ 4.8k
When to choose:
- You need an agentic operating system built around isolated WorkSpaces with multi-task concurrency, white-box traceable memory, and cost-effective model routing.
- You want always-on background agent execution with native MCP support across Web, CLI, and instant-messaging channels.
When to skip:
- You only want a simple desktop client for casual LLM chatting without multi-project workspace management (Cherry Studio is much simpler).
- Your sole goal is autonomous GitHub issue fixing from the command line (mini-swe-agent or Aider are more specialized).
OrkasMulti-Agent · ★ 2.2k
When to choose:
- You want a desktop app where one chat coordinates several agents, instead of writing orchestration code.
- You already use Claude Code, Codex or OpenCode and want one place to dispatch work to them.
- You want your data, keys and agents on your own disk, with your own model keys.
When to skip:
- You only want a single all-purpose chatbot; the README itself says Orkas is not for that.
- You want a code library to embed in your own app, or a fully hosted team: the README lists both as not a fit.
- You need Linux packages today: it runs from source on glibc 2.34+ only.
02
Side-by-Side Comparison
Field
PilotDeckOrkasCategory
Multi-Agent
Multi-Agent
Stars
★ 4.8k
★ 2.2k
License
AGPL-3.0
MIT
Install Command
curl -fsSL https://raw.githubusercontent.com/OpenBMB/PilotDeck/main/install.sh | bash
git clone https://github.com/Orkas-AI/Orkas.git && cd Orkas && ./run.sh
Updated
3d ago
1d ago
Open Source
Yes
Yes
Tags
multi-agent
agent-collaboration, agent-harness, agent-orchestration
03
Features
PilotDeck01WorkSpace-level isolation: each project has its own file system, memory store, and skill set
02White-box memory with end-to-end visibility, Dream Mode consolidation, and one-click rollback
03Smart routing auto-detects task difficulty and dispatches to appropriate models to reduce token cost
04Always-on background execution: agent continues discovering and running tasks after user steps away
05Native MCP support, consistent behavior across Web, CLI, and IM frontends
Orkas01A Commander that plans a goal and dispatches it to specialist agents in parallel or in sequence; nine specialists ship with the app
02Drives external CLI agents (Claude Code, Codex, OpenCode, OpenClaw, Hermes-Agent) as local subprocesses from one chat
03Bring your own model keys: Claude, OpenAI, Gemini, DeepSeek, Kimi, GLM, Qwen and others, or a local OpenAI- or Anthropic-compatible endpoint
04Each agent keeps its own private skills and memory and improves through reflection after each task
05Local storage of conversations, files, knowledge bases and keys; macOS and Windows installers, Linux from source
04
Use Cases
PilotDeck↳Long-running multi-project knowledge work with isolated memory and skill sets per project
↳Cost-optimized AI agent pipelines that automatically route tasks to models based on complexity
↳Background autonomous execution of monitoring, research, or batch tasks that deliver results as local files
Orkas↳Turn one goal into research, a written report and a slide deck through a chain of specialist agents
↳Break a product spec into tasks and hand them to coding agents such as Claude Code or Codex
↳Chat with local documents and run data analysis without sending files to a vendor cloud
05
Best For
PilotDeckTrending
OrkasTrending
FAQ
FAQ
What is the difference between PilotDeck and Orkas?
Both PilotDeck and Orkas are in the Multi-Agent category. PilotDeck has 4.8k stars, while Orkas has 2.2k stars.
Which is better, PilotDeck or Orkas?
The best choice depends on your use case. Choose PilotDeck if Long-running multi-project knowledge work with isolated memory and skill sets per project, and Orkas if Turn one goal into research, a written report and a slide deck through a chain of specialist agents.
Is PilotDeck free or open source?
Yes, PilotDeck is open source on GitHub (AGPL-3.0).
Is Orkas free or open source?
Yes, Orkas is open source on GitHub (MIT).
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