Google Cloud integration
Code Assist connects naturally to Cloud projects, IAM, Cloud Workstations, Android Studio, databases, Firebase, and adjacent Google services.
Choose broad model freedom or a governed Google Cloud coding assistant with first-party Gemini integration.
This page covers paid Gemini Code Assist Standard and Enterprise in IDEs. The former individual IDE tier ended June 18, 2026; Gemini CLI is a separate terminal product with shared paid quotas and has its own narrow comparison.
Gemini Code Assist is strongest for Google Cloud organizations that value first-party IAM, compliance, private-code customization, and fixed seats. Kilo is stronger for developers who need provider choice, BYOK, local inference, open source, and orchestration beyond Google-managed models.
Reasons to choose the competitor, depending on your workflow and constraints.
Code Assist connects naturally to Cloud projects, IAM, Cloud Workstations, Android Studio, databases, Firebase, and adjacent Google services.
Enterprise can index supported private repositories in a dedicated single-tenant environment for code customization.
Google publishes seat prices, request quotas, identity controls, logging, audit, certifications, and business-data commitments.
Choose Kilo Gateway, your own provider credentials, or a compatible local model. Model capabilities and tool support vary; a large catalog does not mean every model fits every workflow.
The VS Code, JetBrains, and CLI clients are MIT-licensed. Gateway and Cloud backend code are source-available under a separate repository license, not a promise that every hosted service or Desktop component is MIT-licensed.
Kilo Desktop beta brings agent chat, interactive Python notebooks, conda environments, and local inference into one workspace. You can also keep working in VS Code, JetBrains, the CLI, or Cloud. Capabilities vary by surface.
Compare Kilo with paid Gemini Code Assist across IDEs, models, agents, quotas, Google Cloud integration, data controls, and pricing.
Choose Kilo Gateway, your own provider credentials, or a compatible local model. Model capabilities and tool support vary; a large catalog does not mean every model fits every workflow.
The VS Code, JetBrains, and CLI clients are MIT-licensed. Gateway and Cloud backend code are source-available under a separate repository license, not a promise that every hosted service or Desktop component is MIT-licensed.
Kilo Desktop beta brings agent chat, interactive Python notebooks, conda environments, and local inference into one workspace. You can also keep working in VS Code, JetBrains, the CLI, or Cloud. Capabilities vary by surface.
Use the Kilo agent in a desktop workspace, or keep your existing VS Code, JetBrains, CLI, and Cloud workflows. Desktop runs the Kilo CLI engine and supports 500+ hosted models through Kilo Gateway, your provider keys, and local inference.
Edit and run notebook cells alongside the agent, with outputs visible next to the conversation.
Notebook documentationManage Python environments and packages in the app, with access to Anaconda's 19,000 vetted packages.
Environment documentationImport a compatible GGUF model into the built-in local model server. Hardware and tool-calling support determine which tasks work well.
Local inference documentationAvailable for macOS Apple Silicon, Windows, and Linux. The built-in local model server, notebooks, and conda environments require a Kilo account. Local inference is not a guarantee of an entirely offline or air-gapped application. See requirements.
Credit purchase processing fee: 5%. Applies to card purchases that add credits, including top-ups and Kilo Pass. Excludes seat subscriptions and non-card payments. See full pricing.
Open-source scope: VS Code, JetBrains, and CLI clients are MIT-licensed; Gateway and Cloud backend code are source-available under a separate license. These licenses do not establish the license of every Desktop component. See component licenses.
Kilo details reviewed . Competitor review dates are listed separately.
An honest look at where Kilo wins, where Gemini Code Assist wins, and where they're comparable
| Feature | Gemini Code Assist | Kilo Code |
|---|---|---|
Desktop app | Code Assist is the IDE product | Kilo Desktop (beta), not a full IDE |
Inline completion and chat | ||
VS Code and JetBrains | ||
Agent mode | Preview | |
GitHub PR review | Separate preview surface and quota |
| Feature | Gemini Code Assist | Kilo Code |
|---|---|---|
Third-party model choice | ||
BYOK | ||
Local inference | ||
MCP tools | ||
Parallel/background coding agents | Not documented for IDE product |
| Feature | Gemini Code Assist | Kilo Code |
|---|---|---|
Fixed seat pricing | Team seats plus model usage | |
Private repository indexing | Enterprise | |
Prompts used for model training | Standard and Enterprise customer data | Depends on provider and service terms |
Regional processing guaranteed | Google documents global processing | Review selected provider, service, and contract |
Open-source IDE client |
Validate models, permissions, reusable instructions, and team workflows before removing your current tool. Choose Kilo Desktop beta for a code-and-data workspace, or install Kilo in the editor and terminal you already use.
Try Kilo Desktop beta for agent work, or run Kilo alongside paid Code Assist in VS Code or JetBrains. Use the IDE clients when comparing completion, and evaluate desktop agent tasks separately.
Select hosted, BYOK, or local Kilo models and review organization policy before moving work grounded in Google Cloud or private-code indexes.
Recreate required MCP servers, permissions, billing, and audit controls; assess Gemini CLI separately if the team uses it.
Last reviewed . Product details can change; these first-party sources support the comparison above.
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