# Gemini Code Assist vs Juggler

> Source: https://theagentsindex.com/compare/gemini-code-assist-vs-juggler (structured, researched, re-verified)
> Updated: 18 October 2026

Gemini Code Assist Standard starts at $19 per user a month billed annually or $22.80 per user a month billed monthly. Enterprise starts at $45 per user a month billed annually or $54 per user a month billed monthly. Both include a 30-day free trial for up to 50 users, and there is no free tier. Juggler is free. The app is licensed under AGPLv3 and its extensions under Apache-2.0, with no signup and no usage cap from Juggler. You bring your own model API key or subscription instead.

Gemini Code Assist runs only Google's Gemini models, and no third-party or open-weight model is offered. It is a managed multi-tenant Google Cloud service with no self-hosted option and no choice of data residency. Juggler sells no inference of its own. You pick the provider and model, from OpenAI and Anthropic to Ollama on your own hardware, and can switch mid-workflow. Self-hosting is the only way to run it, so sessions and project state are written next to your code.

Gemini Code Assist has first-party extensions for VS Code and JetBrains IDEs plus Android Studio, and it reviews GitHub pull requests. Its VS Code extension holds a 1.91/5 rating across 853 reviews on the Visual Studio Marketplace. Agent mode, its multi-file editing feature, is on Standard and Enterprise and still labeled preview by Google. Juggler has no editor plugin. It is a desktop workbench that sits beside your IDE, with branching conversation trees and tool calls you can inspect. Its creator still calls it alpha software, on a 0.5.x line.

For a company, Gemini Code Assist brings single sign-on through Cloud Identity or Google Workspace and an audit log. Juggler has no account system and no single sign-on, and a server shared across a LAN has no password.

| Fact | Gemini Code Assist | Juggler |
| --- | --- | --- |
| What it is | Google's per-seat AI coding assistant and agent for IDEs, the terminal and GitHub pull requests. | Visual workbench for AI coding agents: branching conversation trees, inspectable model transactions, local or remote. |
| Pricing | from $22.80/month | free |
| Writes tests | Yes | - |
| Reviews code | Yes | Partly |
| Whole-codebase work | Yes | - |
| Runs autonomously | Yes | Partly |
| Multi-agent | No | Yes |
| Claude | No | Yes |
| GPT | No | Yes |
| Open models | No | Yes |
| Model choice | No | Yes |
| In your editor | Yes | No |
| In your pipeline | Yes | Partly |
| Self-hosted | No | Yes |
| Open source | Partly (Gemini CLI) | Partly |
| How it meters | Yes | Partly |
| Free tier | No | Yes |
| Bring your own key | Partly | Yes |
| A company can buy it | Yes | Partly |
| Seat model | Yes | - |
| Pooled budget | No | - |
| Audit log | Yes | Partly |
| Single sign-on | Yes | No |
| Opt out of training | Yes | Partly |
| Data residency | No | Yes |
| Getting out | Partly | Yes |
| Certifications | Yes | - |
| API | No — No public standalone API is documented for Gemini Code Assist; it is accessed through IDE extensions, the Cloud console, and the Gemini CLI rather than a REST API. | No — No programmatic API. Juggler runs as a local server that its own desktop app and browser clients connect to; extensions are JavaScript plugins. |
| Tags | Autonomous · Enterprise | Autonomous · Claude · Free tier · GPT · Multi-agent · Open models · Open source · Self-hosted |
| Best for | Teams standardized on VS Code or JetBrains who are already on Google Cloud | Developers who want hands-on visibility into what an AI coding agent is doing to their codebase and accept early-stage, self-hosted, open-source software. |
| Watch for | Private-repository customization is gated to the Enterprise tier, and agent mode is still in preview | Alpha-stage, single-developer project, no enterprise support, SLAs or managed hosting. |
| Full facts | https://theagentsindex.com/gemini-code-assist.md | https://theagentsindex.com/juggler.md |

## Verdict: Gemini Code Assist or Juggler?

Pick Gemini Code Assist if your team works in VS Code or JetBrains, already runs on Google Cloud and needs single sign-on and an audit log from the vendor. Be ready to stay on Gemini models. If multi-file agent mode is the reason you are buying, it is on both editions but still a preview. Pick Juggler if you want to choose and switch models yourself, including Claude or open models on your own hardware, and want to see every tool call the agent makes. It suits a developer comfortable running alpha software on their own machine, beside the editor rather than inside it, under an AGPLv3 app license.