Kilo vs Kmux

Kilo and Kmux are both coding assistants tracked by AIDiveForge. Below is a side-by-side comparison of pricing, capabilities, platforms, and ownership — sourced from each tool's live website and verified before publishing.

Kilo

Kilo Code is an open-source (Apache 2.0) coding agent that runs inside VS Code, JetBrains IDEs, and the CLI, with cloud agent and Slack options on top. It ships five specialized modes — Code, Architect, Debug, Ask, and Custom — so you're not forcing a general-purpose chat model to plan a feature and then write it in the same session. The 500+ model catalog routes through Kilo Gateway at zero markup, which means your token bill reflects actual model pricing. That architecture holds up well for single-developer workflows and small teams. Where it gets complicated is at the org level: team-wide parallel workflows using isolated agent worktrees are a newer surface, and community reports suggest the tooling around coordinating those agents is still maturing.

Kmux

kmux organizes parallel Claude Code, Codex CLI, and Antigravity CLI sessions into a keyboard-driven terminal dashboard on macOS and Linux. Each agent gets its own isolated git worktree automatically, so two agents editing the same codebase stop stepping on each other. A built-in dashboard surfaces API token usage and spend across all sessions in one view — without opening a browser or switching tools. Session history is indexed locally, so you can resume a previous agent run rather than starting cold. The ceiling appears when your workflow reaches outside the terminal: there is no API, no webhook surface, and no integration path for CI pipelines or remote orchestration.

Attribute	Kilo	Kmux
Pricing	Paid	Free
Price	Free (extension); Kilo Pass $19–$199/month (credits); KiloClaw $55/month (cloud agent)	—
Free trial	14 days	No
Open source	No	Yes
Has API	Yes	No
Self-hosted option	Yes	Yes
Platforms	VS Code, JetBrains (IntelliJ, PyCharm, WebStorm), CLI, Cloud Agents, Slack, Cursor, Windsurf	macOS, Linux
Released	2025-03	—
Pros	Zero-markup model routing across 500+ providers, so your token cost reflects actual model pricing and switching models when costs spike is a config change rather than a platform migration. Five specialized agent modes (Code, Architect, Debug, Ask, Custom) split planning from execution, so you're not asking the same agent session to design an architecture and then write the implementation — context stays focused. Apache 2.0 core with self-hosted and air-gap deployment options, which means organizations with data residency requirements can run the agent without sending code to external infrastructure. BYOK support across 20+ providers according to the docs, so teams with existing enterprise model agreements don't pay a second time through the platform. KiloClaw managed cloud agents deploy without SSH, Docker, or yaml configuration, so teams that want 24/7 autonomous task execution don't need to maintain that infrastructure themselves.	Automatic git worktree creation per agent session, so two agents working the same repository never produce conflicting working-tree state that you have to untangle by hand. Centralized API token and spend dashboard across all running sessions, so a runaway agent burning through quota surfaces immediately instead of showing up on your provider invoice. Local session history indexing lets you resume a previous agent run from where it stopped, so context is not lost when a session crashes or you close the terminal. MIT license with self-hosted deployment, so there is no vendor controlling your data, no usage caps imposed by a SaaS tier, and no cost that scales with your team size. Keyboard-centric navigation across all sessions, so context-switching between agents does not require a mouse or a separate window manager.
Cons	Multi-agent parallel workflows using isolated worktrees are documented as a feature, but the tooling for coordinating agents across a shared codebase is less mature than the single-developer IDE flow — teams hitting this at scale report needing to build their own coordination layer on top. The five-mode system requires you to consciously switch contexts between planning and execution. Teams that want a single agent to move fluidly from architecture to implementation without manual mode switching find this model adds friction, and at that point tools with a more unified agent loop become the alternative they evaluate. KiloClaw (the managed cloud agent layer) is a paid-only feature, meaning teams that want the 'deploy in 60 seconds, no infrastructure' path are outside the free tier — the self-hosted option requires enough DevOps capacity to stand it up.	No API, webhook, or programmatic interface exists. Any team that wants to trigger agent sessions from a CI pipeline, monitor session state from an external dashboard, or integrate kmux into a broader automation chain hits a hard wall — and moves to a solution like a custom tmux setup with scripted session management or a platform that exposes an API. Support is limited to Claude Code, Codex CLI, and Antigravity CLI as named integrations. Teams running other agent tooling — or custom agent scripts — have no documented integration path and no guarantee the worktree and session management will behave correctly. macOS and Linux only. Teams with Windows developers in the workflow cannot use kmux as a shared standard and end up maintaining separate local setups per OS, which defeats the consistency the tool is meant to provide.

Bottom line

Kilo is paid while Kmux is free; Kmux is open source; only Kilo exposes a public API. Choose based on which difference matters most for your workflow.

Frequently asked questions

What is the difference between Kilo and Kmux?

Kilo is Paid, while Kmux is Free and open source. Compare pricing, free trial, API, platforms, and pros/cons in the table above on AIDiveForge.

Is Kilo better than Kmux?

It depends on your workflow. Use the side-by-side attributes (pricing, open source, API, self-hosted, platforms) to decide. AIDiveForge does not rank a universal winner — we publish verified facts so you can choose.

Kilo vs Kmux: which should I pick?

Pick Kilo if its pricing model, openness, or platform fit matches your constraints; pick Kmux otherwise. Check free-trial availability on each listing if you want to test before committing.

Comparison data is sourced and verified by the AIDiveForge data pipeline. AIDiveForge is editorially independent.