Pythona vs IM.codes
Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.
Pythona
Run Python 3.14 and large language models entirely on-device with a full-featured IDE. Supports Jupyter-style notebooks, scientific computing libraries, and local AI inference without API keys.
- Jupyter-style notebooks
- On-device AI & machine learning
- Preinstalled scientific computing libraries
- Local Python 3.14 environment
- Smart code completion
- Markdown file preview
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Run Python — and large language models, fully on-device — right on your iPhone and iPad. Pythona is a full-featured Python 3.14 IDE that brings real scientific computing, notebooks, and local AI to your device. Jupyter-style notebooks Write and run Python in cells, just like Jupyter — charts, tables, images, and math render inline. Open, edit, and save .ipynb files to run data analysis and experiments anywhere. On-device AI & machine learning Run large language models entirely on-device with MLX, Apple's ML framework for Apple Silicon — inference runs locally, no API keys required. Try the included local LLM demo to get started in seconds. Scientific computing, preinstalled NumPy, SciPy, scikit-learn, Pandas, Matplotlib, OpenCV and more come precompiled and ready to import. A local Python environment - Python 3.14 with popular libraries - Smart, fast code completion - Syntax highlighting for many languages (JavaScript, C, Rust, Go, HTML, CSS, Shell, and more) - Markdown file preview - Create, save, and organize your scripts, and install more pure-Python packages via the built-in package manager Whether you're prototyping ML ideas, running data analysis, or learning Python on the go, Pythona puts a genuinely capable Python environment in your pocket.
IM.codes
Access and manage AI coding agents remotely from your phone or Apple Watch. Interact with multiple agents, view live terminal output, edit project files, and receive real-time notifications. Supports various AI CLIs and offers self-hostable options.
- Remote AI agent management
- Live terminal output viewing
- File browsing and editing
- Git diff viewing
- Parallel agent monitoring
- Push notifications
- Voice input
- Biometric authentication
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Remote terminal access for AI coding agents. Manage Claude Code, Codex, Gemini CLI, OpenCode, Qwen, and OpenClaw sessions from your phone and Apple Watch. • Sending messages to and receiving output from remote AI coding agents (Claude Code, Codex, Gemini CLI, OpenClaw)* • Cross agents aduit, review, plan, brainstorm, or discuss • Viewing live terminal output from remote development sessions • Browsing and edit remote project files, uploading files or photos from the device, downloading files from the server • Viewing repository information and file changes (git diffs) • Running and monitoring multiple agents in parallel • Receiving push notifications when agents complete tasks or need attention • Voice input for hands-free interaction • Biometric authentication with Face ID / Touch ID • Multi-server dashboard — manage agents across all your machines • Self-hostable — deploy the open-source server on your own infrastructure IM.codes is a developer tool — not an AI service. A daemon runs on your dev machine and manages terminal sessions through tmux. This app connects via WebSocket for real-time remote access, the same way an SSH client works. AI agent CLIs (Claude Code, Codex, Gemini CLI) are third-party tools that you install and authenticate independently on your own machines. The relay server is fully open source under MIT. Self-host for production use, or try the demo at app.im.codes. Source: github.com/im4codes/imcodes
Screenshots
Verdict
The clearest difference is in-app purchases: IM.codes at none against Pythona's 1. IM.codes also leads on device support (4 vs 2) and iOS requirement (15.0 vs 17.0). Pythona's advantage is ratings volume (4 vs 1). On price, rating, update cadence and ads there is nothing between them.
Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS
Both are free to download. Pythona sells 1 one-off in-app purchase. IM.codes asks for nothing beyond the download.
On the App Store both sit at effectively the same score — 5.0 for Pythona against 5.0 for IM.codes. Both are backed by a comparable volume of ratings — 4 and 1 respectively.
Pythona ships an update every 6 days, IM.codes every 9 days. The most recent releases landed on September 14, 2026 and September 5, 2026 respectively.
| Parameter | Pythona | IM.codes |
|---|---|---|
| Price | Free | Free |
| Rating | 5.0 (4 ratings) | 5.0 (1 ratings) |
| Positive reviews | 66.7% of reviews | — |
| Number of ratings | 4 — better | 1 |
| Update frequency | Every 6 days — better | Every 9 days |
| Ads | No | No |
| In-app purchases | Yes | No — better |
| Monetization | Free | Free |
| Devices | iPhone, iPad | iPhone, iPad, iPod, Apple Watch — better |
| Requires iOS | 17.0 | 15.0 — better |
| Further details — not scored | ||
| Size | 532 MB | 8 MB |
| Age rating | 4+ | 4+ |
| Developer | 志远 刘 | Lei Sun |
Customer experience
Pythona
IM.codes
In-app purchases
Pythona
- Pythona Pro$9.99
IM.codes
No in-app purchases









