Gemini CLI
Occasionally used
Overview
I started testing Gemini CLI when it was released in mid-2025. It is Google's command-line AI coding agent, powered by the Gemini model family. It provides terminal-native code generation, file editing, and shell command execution.
I check in on Gemini CLI periodically to see how it is progressing. The pricing is compelling, but the reliability has not reached what I need for daily use.
Personal Note
I wanted the pricing to win me over, but reliability kept me from switching.
What Works Well
- Pricing is very competitive compared to Claude and GPT-based alternatives.
- The context window is large. I was able to process substantial codebases in one session.
- Integrates well with Google Cloud services for users in that ecosystem.
- Response times are fast, especially for simpler queries.
- The free tier has reasonable usage limits for evaluation.
Where It Works Less Well
- Code quality is inconsistent. It struggled with less common languages and frameworks.
- Repository understanding is weaker than Claude Code. It often missed project conventions.
- The permission model for command execution feels less safe than competitors.
- Documentation and community resources are still maturing.
- I had issues with larger, complex codebases.
Use Cases
Cost-sensitive development and Google Cloud-native projects. The large context window provides an advantage for certain types of analysis tasks.
Engineering Maturity
Medium-low. It understands basic project structure but frequently misses nuanced conventions. Improving with each release but has not reached the reliability of more mature alternatives.
Product Maturity
Medium-low. The CLI works but has rough edges. Google Cloud authentication adds friction. Documentation is catching up.
Developer Experience
Installation is straightforward via npm. Authentication requires Google Cloud project setup, which adds some friction. The CLI is functional.
Workflow Integration
Standard terminal-based workflow with filesystem access and command execution. Google Cloud integration is a differentiator for users in that ecosystem.
Performance
Fast response times, particularly for simpler queries. The large context window is a practical advantage for certain tasks.
Documentation
Improving but lags behind more established tools. Setup guides cover the basics. Advanced usage is less documented.
Pricing
Very competitive with a generous free tier. Significant cost advantage over Claude and GPT-based alternatives.
Platform Support
macOS, Linux, Windows. Cross-platform via npm.
Verdict
Gemini CLI shows promise, particularly in pricing and context window size. It has not reached the reliability I need for daily use. I check its progress periodically. Google continues to invest in the Gemini model family, so this is worth monitoring.
Changelog
2026-06 Updated review for version 1.2.0
2025-11 Updated review for version 0.8.0
2025-04 Initial review (version 0.4.0)