Gemini CLI vs Devin Desktop — Feature Comparison
Quick answer: Gemini CLI supports 18 of 18 tracked features; Devin Desktop supports 18 of 18. Matrix last updated November 13, 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 November 14, 2026, refreshed daily.
Verdict: Gemini CLI vs Devin Desktop
Neither tool is universally better — the right choice depends almost entirely on how and where you prefer to work. Both Gemini CLI and Devin Desktop match each other feature-for-feature across all 18 tracked capabilities, so there is no functional gap to serve as a tiebreaker. What does differentiate them is release history and workflow philosophy. Gemini CLI has accumulated more than twice the total tracked releases, suggesting a longer track record and a larger body of iterative refinement; Devin Desktop, while newer to the tracked dataset, has posted a slightly higher release cadence in the recent window, signaling active and rapid development momentum. The most meaningful distinction is surface area: Gemini CLI is a terminal-native tool built for developers who want AI assistance woven directly into command-line workflows, scripting pipelines, and shell-based environments without leaving their existing setup. Devin Desktop, by contrast, is a GUI-first application designed to provide a more self-contained, autonomous coding environment with a visual interface layered on top of its AI capabilities. Developers who prize composability, scriptability, and tight integration with CLI toolchains will feel more at home with Gemini CLI, while those who prefer a polished, point-and-click experience or want an autonomous agent that can manage longer-horizon tasks visually will gravitate toward Devin Desktop. Since both tools are under active development with comparable recent cadences, neither is a risky bet — the decision comes down to workflow preference.
Choose Gemini CLI if: Choose Gemini CLI if you live in the terminal and want AI coding assistance that slots seamlessly into shell scripts, pipelines, and command-line-first development workflows without a GUI overhead.
Choose Devin Desktop if: Choose Devin Desktop if you prefer a graphical, self-contained environment where an AI agent can autonomously handle longer-horizon tasks through a visual interface rather than a command prompt.
Key differences
- Gemini CLI has a substantially larger total release history, indicating a longer track record of iterative polish; Devin Desktop shows a slightly higher recent release cadence, reflecting aggressive active development
- Gemini CLI is terminal-native and CLI-centric; Devin Desktop is a GUI-first desktop application built around a visual autonomous agent experience
- Both tools are at full feature parity across all 18 tracked capabilities — there is no functional differentiator in the tracked matrix
- Gemini CLI suits composable, scriptable, shell-integrated workflows; Devin Desktop suits developers who want a standalone point-and-click AI coding environment
- Release versioning style differs markedly — Gemini CLI uses a lower version number with frequent minor increments, while Devin Desktop's higher version number reflects a different, more granular patch cadence
At a glance
| Tool | Latest version | Release date | Releases tracked |
|---|---|---|---|
| Gemini CLI | v0.68.0 | November 10, 2026 | 323 |
| Devin Desktop | v3.12.57 | November 12, 2026 | 153 |
Gemini CLI vs Devin Desktop: key feature differences
Gemini CLI supports 18 of 18 tracked features; Devin Desktop supports 18 of 18. Both support 18 features.
What Gemini CLI has that Devin Desktop doesn't
None in the tracked matrix.
What Devin Desktop has that Gemini CLI doesn't
None in the tracked matrix.
Release cadence: Gemini CLI vs Devin Desktop
Devin Desktop ships more often: 21 releases in the last 90 days versus 13 for Gemini CLI. Counts are as of November 14, 2026.
| Metric | Gemini CLI | Devin Desktop |
|---|---|---|
| Releases in the last 30 days | 4 | 13 |
| Releases in the last 90 days | 13 | 21 |
| Median gap between recent releases | 7 days | 2 days |
| Releases tracked | 323 | 153 |
| First tracked release | June 28, 2025 | November 13, 2024 |
What's new in Gemini CLI and Devin Desktop
Latest Gemini CLI releases
- Gemini CLI v0.68.0 (November 10, 2026) — Gemini CLI v0.68.0 is out with a batch of fixes: smoother Windows paths, rate-limit countdowns in the loading indicator, and rootless Podman sandboxing. Curious what else changed?
- Gemini CLI v0.67.0 (November 4, 2026) — Gemini CLI v0.67.0 is here: list models with a new models command, bring your IDE companion into container sandboxes, and enjoy fixes for duplicate agent loading and Thai/Lao character width.…
- Gemini CLI v0.66.0 (October 27, 2026) — Gemini CLI v0.66.0 is here: smoother terminal rendering, scrollback that sticks around, and safer git and shell environments. Plus MCP OAuth can now reach private endpoints. Curious what else changed?
Latest Devin Desktop releases
- Devin Desktop v3.12.57 (November 12, 2026) — Devin Desktop 3.12.57 is here: Electron 43.8.8 security upgrades, a responsive model picker, safer file handling, and smarter image sizing for GPT and Gemini. Curious what else changed?
- Devin Desktop v3.12.59 (November 12, 2026) — Terminal text looking tiny and spaced out with GPU acceleration on? Devin Desktop 3.12.59 fixes that. Download it and see the difference.
- Devin Desktop v3.12.43 (November 9, 2026) — Devin Desktop 3.12.43 is here: Devin Local keeps going after output limits, drag files straight into the panel, and Mermaid diagrams finally draw in collapsed sections. What else did this release…
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 3.11.231 |
| Streaming Output — Real-time streaming of AI responses | ✓ since v0.68.0 | ✓ since 3.10.23 |
| Undo/Redo — Ability to undo and redo changes | ✓ since v0.66.0 | ✓ since 3.7.16 |
| Diff View — Visual comparison of changes | ✓ since v0.68.0 | ✓ since 3.12.59 |
Terminal Integration
Shell and command execution support
| Feature | Gemini CLI | Devin Desktop |
|---|---|---|
| Command Execution — Run shell commands | ✓ since v0.68.0 | ✓ since 3.12.57 |
| Shell Integration — Integration with user shell environment | ✓ (v0.66.0 mentions 'safer git and shell environments'; v0.60.0 references 'how extensions access your system', indicating ) | ✓ since 1.13.3 |
| Background Tasks — Run tasks in background | ✓ since v0.68.0 | ✓ since 3.12.57 |
MCP Support
Model Context Protocol server and client capabilities
| Feature | Gemini CLI | Devin Desktop |
|---|---|---|
| MCP Client — Connect to MCP servers | ✓ since v0.67.0 | ✓ since 3.12.32 |
| MCP Server — Expose as MCP server | ✓ since v0.67.0 | ✓ since 3.12.32 |
| 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 v0.68.0 | ✓ since 3.12.32 |
| 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 3.11.231 |
Agentic Features
Planning, tool use, and autonomous capabilities
| Feature | Gemini CLI | Devin Desktop |
|---|---|---|
| Planning Mode — Plan before executing changes | ✓ since v0.63.0 | ✓ since 3.12.57 |
| Autonomous Mode — Extended autonomous operation | ✓ since v0.68.0 | ✓ since 3.11.212 |
| Task Decomposition — Break complex tasks into steps | ✓ since v0.62.0 | ✓ since 2.2.17 |
| Context Management — Manage context across conversations | ✓ since v0.68.0 | ✓ since 3.11.234 |
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 |
|---|---|---|---|
| Skills / Plugins | January 21, 2026 | January 12, 2026 | Devin Desktop first, 9d ahead |
| Sandboxing / Permission Modes | — | June 16, 2026 | only Devin Desktop |
| Subagents / Parallel Agents | April 1, 2026 | October 16, 2025 | Devin Desktop first, 168d ahead |
| Background Tasks | — | April 15, 2026 | only Devin Desktop |
| Extended Thinking | — | February 25, 2025 | only Devin Desktop |
| Hooks | January 14, 2026 | December 10, 2025 | Devin Desktop first, 35d ahead |
| Image / Vision Input | — | November 27, 2024 | only Devin Desktop |
| MCP Support | January 7, 2026 | February 13, 2025 | Devin Desktop first, 328d ahead |
| Voice Input | — | July 17, 2025 | only Devin Desktop |
| Web Search / Fetch | — | January 17, 2025 | only Devin Desktop |
| Headless / Non-interactive Mode | — | April 28, 2026 | only Devin Desktop |
| Custom Slash Commands | February 10, 2026 | May 6, 2025 | Devin Desktop first, 281d ahead |
| Project Memory Files | — | December 11, 2024 | only Devin Desktop |
| Git / PR Integration | — | April 2, 2025 | only Devin Desktop |
| Planning Mode | — | June 10, 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 almost entirely on how and where you prefer to work. Both Gemini CLI and Devin Desktop match each other feature-for-feature across all 18 tracked capabilities, so there is no functional gap to serve as a tiebreaker. What does differentiate them is release history and workflow philosophy. Gemini CLI has accumulated more than twice the total tracked releases, suggesting a longer track record and a larger body of iterative refinement; Devin Desktop, while newer to the tracked dataset, has posted a slightly higher release cadence in the recent window, signaling active and rapid development momentum. The most meaningful distinction is surface area: Gemini CLI is a terminal-native tool built for developers who want AI assistance woven directly into command-line workflows, scripting pipelines, and shell-based environments without leaving their existing setup. Devin Desktop, by contrast, is a GUI-first application designed to provide a more self-contained, autonomous coding environment with a visual interface layered on top of its AI capabilities. Developers who prize composability, scriptability, and tight integration with CLI toolchains will feel more at home with Gemini CLI, while those who prefer a polished, point-and-click experience or want an autonomous agent that can manage longer-horizon tasks visually will gravitate toward Devin Desktop. Since both tools are under active development with comparable recent cadences, neither is a risky bet — the decision comes down to workflow preference.
What is the difference between Gemini CLI and Devin Desktop?
Gemini CLI supports 18 of 18 tracked features; Devin Desktop supports 18 of 18. Both support 18 tracked features.
Which gets updated more often, Gemini CLI or Devin Desktop?
Devin Desktop ships more often. In the 90 days to November 14, 2026, Havoptic tracked 13 Gemini CLI releases and 21 Devin Desktop releases (323 and 153 releases tracked in total). Gemini CLI's median gap between its last 21 releases is 7 days. Devin Desktop's median gap between its last 21 releases is 2 days.
What are the latest versions of Gemini CLI and Devin Desktop?
The latest Gemini CLI release is v0.68.0, released November 10, 2026. The latest Devin Desktop release is v3.12.57, released November 12, 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 323 Gemini CLI releases and 153 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 Cursor
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- Gemini CLI vs GitHub Copilot CLI
- Gemini CLI vs Antigravity CLI
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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.