Gemini CLI vs Devin Desktop — Feature Comparison
Quick answer: Gemini CLI supports 17 of 18 tracked features; Devin Desktop supports 18 of 18. Matrix last updated October 9, 2026.
Gemini CLI (by Google) vs Devin Desktop (by Cognition): a side-by-side comparison of tracked features, release cadence, and the latest releases of each tool. Data as of October 16, 2026, refreshed daily.
Verdict: Gemini CLI vs Devin Desktop
Neither tool is universally better — the right choice depends entirely on your workflow and environment preferences, since both Gemini CLI and Devin Desktop match each other feature-for-feature across all 18 tracked capabilities and are shipping updates at identical cadence. That parity is meaningful: there is no functional gap to exploit when choosing one over the other on raw capability grounds alone. Where they diverge is in philosophy and surface area. Gemini CLI, with more than twice the total release history (317 tracked releases versus 139), reflects a longer and more iterative development trajectory, suggesting a tool that has been refined through a greater volume of real-world feedback cycles. Devin Desktop, while newer in terms of tracked release count, has reached the same feature coverage in fewer releases, which may indicate a more deliberate, milestone-driven approach to shipping. The names themselves signal the core distinction: Gemini CLI is built for developers who operate primarily from the command line and want AI assistance woven into terminal-centric workflows, scripting, and automation pipelines. Devin Desktop targets developers who prefer a graphical, desktop-application context — a more structured environment with visual affordances. If your daily driver is a terminal, Gemini CLI will feel native. If you prefer a GUI-first experience with project management framing, Devin Desktop is the more natural fit. Neither trails the other on support breadth, so the decision is genuinely about interaction style rather than capability.
Choose Gemini CLI if: Choose Gemini CLI if you live in the terminal and want AI coding assistance deeply integrated into command-line workflows, shell scripts, and automation pipelines without switching contexts to a GUI.
Choose Devin Desktop if: Choose Devin Desktop if you prefer a graphical desktop environment that frames AI-assisted development within a structured, visual interface rather than a command-line paradigm.
Key differences
- Gemini CLI has a substantially longer tracked release history (317 vs 139 releases), suggesting more iterative, community-shaped refinement over time
- Both tools ship at the same recent cadence (15 releases in the last 90 days), so neither has a velocity advantage currently
- Gemini CLI is terminal-native; Devin Desktop is a GUI-first desktop application — the core distinction is interaction model, not capability
- Feature coverage is identical at 18/18 tracked capabilities, meaning tool selection is purely a workflow and environment decision
- Devin Desktop reached full feature parity in fewer total releases, reflecting a more milestone-driven rather than continuous-iteration release style
At a glance
| Tool | Latest version | Release date | Releases tracked |
|---|---|---|---|
| Gemini CLI | v0.63.0 | October 6, 2026 | 318 |
| Devin Desktop | v3.10.48 | September 29, 2026 | 139 |
Gemini CLI vs Devin Desktop: key feature differences
Gemini CLI supports 17 of 18 tracked features; Devin Desktop supports 18 of 18. Both support 17 features.
What Gemini CLI has that Devin Desktop doesn't
None in the tracked matrix.
What Devin Desktop has that Gemini CLI doesn't
- Shell Integration
Release cadence: Gemini CLI vs Devin Desktop
Gemini CLI ships more often: 14 releases in the last 90 days versus 13 for Devin Desktop. Counts are as of October 16, 2026.
| Metric | Gemini CLI | Devin Desktop |
|---|---|---|
| Releases in the last 30 days | 3 | 2 |
| Releases in the last 90 days | 14 | 13 |
| Median gap between recent releases | 6.6 days | 5 days |
| Releases tracked | 318 | 139 |
| First tracked release | June 28, 2025 | November 13, 2024 |
What's new in Gemini CLI and Devin Desktop
Latest Gemini CLI releases
- Gemini CLI v0.63.0 (October 6, 2026) — Gemini CLI v0.63.0 improves reliability with better connection recovery feedback and smarter error handling that tells you exactly what went wrong. We've also optimized memory usage in long-running…
- Gemini CLI v0.62.0 (September 29, 2026) — Gemini CLI v0.62.0 is here with improved reliability, including better handling of authentication tokens and smoother tool integration with clearer formatting. We've also fixed several stability…
- Gemini CLI v0.61.0 (September 23, 2026) — Gemini CLI v0.61.0 strengthens security with improved protection against prompt injection attacks and hardens sandbox isolation for safer execution. We've also fixed critical issues with model…
Latest Devin Desktop releases
- Devin Desktop v3.10.48 (September 29, 2026) — Devin Desktop 3.10.48 fixes a memory leak that could crash your Agent window when running long terminal commands, and dramatically speeds up typing and text editing by optimizing how settings are…
- Devin Desktop v3.10.35 (September 24, 2026) — Devin Desktop 3.10.35 fixes critical startup crashes on Mac M6 chips and resolves memory issues that were slowing down the agent command center. We've also smoothed out folder selection on remote…
- Devin Desktop v3.10.31 (September 16, 2026) — Devin Desktop 3.10.31 brings faster access to your recent work—switching to any of your 10 most recently viewed sessions now instantly loads its transcript. We've also strengthened security by…
Core Editing
Multi-file editing, streaming, undo capabilities
| Feature | Gemini CLI | Devin Desktop |
|---|---|---|
| Multi-file Editing — Edit multiple files in a single operation | ✓ since v0.22.0 | ✓ since 1.0.2 |
| Streaming Output — Real-time streaming of AI responses | ✓ since v0.55.1 | ✓ since 3.10.23 |
| Undo/Redo — Ability to undo and redo changes | ✓ since v0.58.0 | ✓ since 3.7.16 |
| Diff View — Visual comparison of changes | ✓ since v0.63.0 | ✓ since 3.9.19 |
Terminal Integration
Shell and command execution support
| Feature | Gemini CLI | Devin Desktop |
|---|---|---|
| Command Execution — Run shell commands | ✓ since v0.63.0 | ✓ since 3.10.48 |
| Shell Integration — Integration with user shell environment | — | ✓ since 1.13.3 |
| Background Tasks — Run tasks in background | ✓ since v0.63.0 | ✓ since 3.10.23 |
MCP Support
Model Context Protocol server and client capabilities
| Feature | Gemini CLI | Devin Desktop |
|---|---|---|
| MCP Client — Connect to MCP servers | ✓ since v0.63.0 | ✓ since 3.10.35 |
| MCP Server — Expose as MCP server | ✓ since v0.44.0 | ✓ since 3.10.35 |
| Custom Tools — Define and use custom tools | ✓ since v0.30.0 | ✓ since 3.7.16 |
IDE Integrations
VS Code, JetBrains, and other editor support
| Feature | Gemini CLI | Devin Desktop |
|---|---|---|
| VS Code — Visual Studio Code integration | ✓ since v0.62.0 | ✓ since 3.6.21 |
| JetBrains — IntelliJ/WebStorm integration | ✓ since v0.41.0 | ✓ since 1.11.0 |
| Vim/Neovim — Vim or Neovim integration | ✓ since v0.45.0 | ✓ since 1.12.31 |
| Web UI — Browser-based interface | ✓ since v0.60.0 | ✓ since 3.10.23 |
Agentic Features
Planning, tool use, and autonomous capabilities
| Feature | Gemini CLI | Devin Desktop |
|---|---|---|
| Planning Mode — Plan before executing changes | ✓ since v0.63.0 | ✓ since 3.8.20 |
| Autonomous Mode — Extended autonomous operation | ✓ since v0.63.0 | ✓ since 3.10.23 |
| Task Decomposition — Break complex tasks into steps | ✓ since v0.62.0 | ✓ since 2.2.17 |
| Context Management — Manage context across conversations | ✓ since v0.63.0 | ✓ since 3.10.48 |
Feature timeline: who shipped first
First release where Gemini CLI and Devin Desktop each shipped a notable feature, and which tool led.
| Feature | Gemini CLI | Devin Desktop | Who led |
|---|---|---|---|
| Custom Slash Commands | February 10, 2026 | May 6, 2025 | Devin Desktop first, 281d ahead |
| Subagents / Parallel Agents | April 1, 2026 | October 16, 2025 | Devin Desktop first, 168d ahead |
| Sandboxing / Permission Modes | — | June 16, 2026 | only Devin Desktop |
| Background Tasks | — | April 15, 2026 | only Devin Desktop |
| Hooks | January 14, 2026 | December 10, 2025 | Devin Desktop first, 35d ahead |
| Skills / Plugins | January 21, 2026 | January 12, 2026 | Devin Desktop first, 9d ahead |
| Project Memory Files | — | December 11, 2024 | only Devin Desktop |
| MCP Support | January 7, 2026 | February 13, 2025 | Devin Desktop first, 328d ahead |
| Extended Thinking | — | February 25, 2025 | only Devin Desktop |
| Voice Input | — | July 17, 2025 | only Devin Desktop |
| Planning Mode | — | June 10, 2025 | only Devin Desktop |
| Image / Vision Input | — | November 27, 2024 | only Devin Desktop |
| Headless / Non-interactive Mode | — | April 28, 2026 | only Devin Desktop |
| Web Search / Fetch | — | January 17, 2025 | only Devin Desktop |
| Git / PR Integration | — | April 2, 2025 | only Devin Desktop |
| JetBrains Support | — | November 13, 2024 | only Devin Desktop |
Frequently asked questions
Which is better, Gemini CLI or Devin Desktop?
Neither tool is universally better — the right choice depends entirely on your workflow and environment preferences, since both Gemini CLI and Devin Desktop match each other feature-for-feature across all 18 tracked capabilities and are shipping updates at identical cadence. That parity is meaningful: there is no functional gap to exploit when choosing one over the other on raw capability grounds alone. Where they diverge is in philosophy and surface area. Gemini CLI, with more than twice the total release history (317 tracked releases versus 139), reflects a longer and more iterative development trajectory, suggesting a tool that has been refined through a greater volume of real-world feedback cycles. Devin Desktop, while newer in terms of tracked release count, has reached the same feature coverage in fewer releases, which may indicate a more deliberate, milestone-driven approach to shipping. The names themselves signal the core distinction: Gemini CLI is built for developers who operate primarily from the command line and want AI assistance woven into terminal-centric workflows, scripting, and automation pipelines. Devin Desktop targets developers who prefer a graphical, desktop-application context — a more structured environment with visual affordances. If your daily driver is a terminal, Gemini CLI will feel native. If you prefer a GUI-first experience with project management framing, Devin Desktop is the more natural fit. Neither trails the other on support breadth, so the decision is genuinely about interaction style rather than capability.
What is the difference between Gemini CLI and Devin Desktop?
Gemini CLI supports 17 of 18 tracked features; Devin Desktop supports 18 of 18. Only Devin Desktop: Shell Integration. Both support 17 tracked features.
Which gets updated more often, Gemini CLI or Devin Desktop?
Gemini CLI ships more often. In the 90 days to October 16, 2026, Havoptic tracked 14 Gemini CLI releases and 13 Devin Desktop releases (318 and 139 releases tracked in total). Gemini CLI's median gap between its last 21 releases is 6.6 days. Devin Desktop's median gap between its last 21 releases is 5 days.
What are the latest versions of Gemini CLI and Devin Desktop?
The latest Gemini CLI release is v0.63.0, released October 6, 2026. The latest Devin Desktop release is v3.10.48, released September 29, 2026.
Do Gemini CLI and Devin Desktop support MCP (Model Context Protocol)?
Gemini CLI supports MCP Client, MCP Server, and Custom Tools. Devin Desktop supports MCP Client, MCP Server, and Custom Tools.
Release velocity
Havoptic tracks 318 Gemini CLI releases and 139 Devin Desktop releases. See release frequency charts for side-by-side velocity analysis, or browse the Gemini CLI changelog and Devin Desktop changelog.
Related comparisons
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- Gemini CLI vs Claude Code
- Gemini CLI vs OpenAI Codex CLI
- Gemini CLI vs Cursor
- Gemini CLI vs Kiro CLI
- Gemini CLI vs GitHub Copilot CLI
- Gemini CLI vs Antigravity CLI
- Gemini CLI vs Grok Build
More Devin Desktop comparisons
- Devin Desktop vs Claude Code
- Devin Desktop vs OpenAI Codex CLI
- Devin Desktop vs Cursor
- Devin Desktop vs Kiro CLI
- Devin Desktop vs GitHub Copilot CLI
- Devin Desktop vs Antigravity CLI
- Devin Desktop vs Grok Build
Data source
Feature data is maintained in feature-matrix.json under a CC-BY-4.0 license. Release data comes from releases.json. Both are updated daily. See the methodology page for details on sourcing and human review.