# Koshra vs openbot

> A factual comparison of Koshra and openbot (openbot.run by nightly-labs), from its public pages on 2 Nov 2026: where each is ahead and where Koshra is behind.

Canonical: https://koshra.com/compare/openbot
Last updated: 2026-11-02

openbot, from nightly-labs, runs a team of AI agents on your computer or a team server. Koshra is a self-hosted web app that runs a team of AI employees on a server. Both route work through a lead and ask before acting.

Compared on 2 November 2026 from the public pages of openbot, linked below, with the model cards behind Koshra's free open-weight models.

| Area | Koshra | openbot |
| --- | --- | --- |
| Where it runs | Self-hosted server, always on, any browser | Desktop app on macOS, Windows and Linux, web client, iPhone and Android; local-first with a self-hosted or hosted team server |
| Team setup | Dispatcher with a plan card and countdown; one owner bot per task | A channel lead routes work to one or many agents; Tasks page; plan card before long tasks; workflow canvas with GitHub triggers |
| Shared memory | Brain edited as text with versioned undo, plus memory per bot | Memories per agent with background memory review |
| Approvals | Allow, Ask or Block per tool, approval cards, per-bot modes, CRM guard rails | Access levels: Workspace only, Ask first, Full access; agents ask before they send or spend |
| Models | Model per bot, mid-chat switch, backup chain, cost on every reply; free open-weight models or your own key for OpenAI, Anthropic, Google, OpenRouter, MiniMax or any OpenAI-compatible endpoint | 12+ providers including Codex, Claude Code, Gemini, Grok, Cursor and local models; backup model on limits; usage bars and cost per turn |
| Apps and tools | MCP servers and app connections, locked down per bot | Marketplace of apps, agents and skills; agent browser, remote desktop, Slack, Discord, Telegram, GitHub |
| Licence | Built on an Apache 2.0 open source base; commercial terms: talk to us | PolyForm Noncommercial; commercial use needs a paid licence |

## Where Koshra is ahead

- A shared team Brain with versioned undo, alongside per-bot memory
- Rule-level approvals per tool and space, with CRM deletes blocked and bulk changes held
- Built for client work under commercial terms you agree with us

## Where Koshra is behind

- openbot runs on desktop, web, iPhone and Android; Koshra is a web app only
- openbot supports more model providers and AI plan sign-ins; plan sign-in for Koshra is coming soon
- openbot has a marketplace and a built-in agent browser; Koshra's app catalog and visible browser are coming soon
- openbot is public with pricing, guides and frequent release notes; Koshra is in private preview

## Which to pick

If you want agents across desktop, web and phone apps, with many model providers and a marketplace, openbot is further along. If you want an always-on team on a server you control, with a shared Brain and approvals on every outbound step, Koshra fits.

## Sources

- [openbot llms.txt](https://openbot.run/llms.txt)
- [openbot changelog](https://openbot.run/changelog)
- [openbot pricing](https://openbot.run/pricing)
- [nightly-labs/openbot on GitHub](https://github.com/nightly-labs/openbot)
- [NVIDIA Nemotron 3 Ultra model card (open weights)](https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-Base-BF16)
- [dots3-note preview model card (Apache 2.0)](https://huggingface.co/dots-studio/dots3-note-prev)