They are personal assistants that can also write code. Caraka only writes code.
This is not a fight over the same users. OpenClaw clears your inbox, keeps your calendar, and drives your browser. Writing code sits somewhere on that list. For Caraka it is the entire list.
OpenClaw is a personal agent; OpenCode is a coding agent. Different tools for different jobs.
Standard Compute, 2026A persistent, self-hosted assistant that connects a model to your OS, your messaging apps, and the internet. It acts rather than advises.
A Python agent framework with its own runtime and orchestration. You build the assistant you want on top of it.
A bridge with no runtime of its own. It carries your task to the coding agent you already installed and already pay for.
Where the two shapes actually differ.
Skywork measured usage distribution across both products and found 85% of OpenCode's usage is software development, while OpenClaw's spreads across personal use. The two products serve different people.
Six complaints that shaped this project.
These come from a reviewer who used OpenClaw daily from January 2026 for both personal and professional work, and liked it enough to write at length before switching. Some may already be fixed. The dates are printed so you can judge.
“It is open-source, yes, but installation is a nightmare. I remember spending hours to get it right.”
Composio, May 2026“The Skills and Plugin ecosystem is vast, but the experience is horrible.”
Composio, May 2026“Agentic tasks consume a massive amount of tokens. If you want to use it like a personal assistant, the cost will skyrocket pretty fast.”
Composio, May 2026“The initial releases lacked any security hardening. The internet was filled with heated debates around it.”
Composio, May 2026“Every patch would make it worse. A fix for one thing would unfix the other.”
Composio, May 2026“Not bugs, since the project ships fast and breaks fast in equal measure. The edges I hit were architectural.”
Vellum, August 2026An assistant with its own loop bills you twice.
This is the clearest economic difference, and it follows directly from architecture rather than pricing policy.