Mobile-Harness vs twinny
twinny is much bigger: 3.7k stars against 766. Over the days we have tracked them Mobile-Harness moved +68% and twinny +1.1%, so Mobile-Harness is growing faster right now.
twinny leads on context depth and noise control and customization and privacy and model freedom and setup ease. Mobile-Harness does not take any axis by a clear margin.
Stars and commit dates come from our own daily tracking. The six axes are read off each project's documentation by our review pipeline, so they describe what a project says about itself, not what we measured in its code.
Where they stand today
Runs a full Ubuntu userspace and integrated AI agents directly on ARM64 Android devices, enabling on-device builds, terminal access, and live web previews in a single mobile app.
- Stars
- 766
- Tracked growth
- +68%
- Maturity
- ●●●●●
- Last commit
- 40m ago
- Language
- Kotlin
- License
- MIT
- Cost to run
- Requires cloud model API keys
A privacy-first VS Code assistant that runs on models you control (local, peer devices, or a team gateway) with no telemetry or sign-in.
- Stars
- 3.7k
- Tracked growth
- +1.1%
- Maturity
- ●●●●●
- Last commit
- 15d ago
- Language
- TypeScript
- License
- MIT
- Cost to run
- Free; team gateway paid after 5 devs
Six axes, head to head
Each axis runs 0 to 5. The label under a score is what that project's own docs claim, not a category average.
| Axis | Mobile-Harness | twinny |
|---|---|---|
Context depth How much of your codebase it sees before it answers: the open diff, the diff plus related files, or the whole repository. | ●●●●● Project workspace | ●●●●● Whole-repo analysis |
Noise control How it keeps output volume down — severity thresholds, deduplication, incremental runs over new commits only. | ●●●●● None mentioned | ●●●●● Rerank & review |
Customization How far it bends to your team: custom rules, prompts, style guides, per-path config. | ●●●●● Provider & toolchain configs | ●●●●● Templates & plugins |
Privacy Whether your code stays on your own infrastructure: fully local, self-hostable, or cloud API only. | ●●●●● Cloud APIs (local keys) | ●●●●● Fully local |
Model freedom Whether you can point it at any provider, or it is wired to one. | ●●●●● Anthropic-compatible & gateways | ●●●●● BYO models |
Setup ease What it takes to get a first useful run out of it. | ●●●●● Guided setup | ●●●●● Quickstart command |
Which one to pick
Pick Mobile-Harness if…
Mobile-first — choose Mobile Harness when you want a self-contained, privacy-minded development workspace on your phone with integrated agent workflows, local builds, and encrypted API key storage.
Pick twinny if…
Privacy-first — use Twinny when you want a full-featured VS Code AI assistant that runs on your own models and network with team admin controls and local-only operation.
- Context depth: Whole-repo analysis (5/5 against 3/5)
- Noise control: Rerank & review (4/5 against 1/5)
- Customization: Templates & plugins (5/5 against 3/5)
- Privacy: Fully local (5/5 against 3/5)
- Model freedom: BYO models (5/5 against 3/5)
- Setup ease: Quickstart command (5/5 against 3/5)
What people want from each one
techjarves/Mobile-Harness
twinnydotdev/twinny
Questions people ask
Is Mobile-Harness better than twinny?
twinny leads on context depth and noise control and customization and privacy and model freedom and setup ease. Mobile-Harness does not take any axis by a clear margin. Mobile-Harness is worth picking when mobile-first — choose Mobile Harness when you want a self-contained, privacy-minded development workspace on your phone with integrated agent workflows, local builds, and encrypted API key storage.
Which of Mobile-Harness and twinny keeps my code private?
Mobile-Harness: Cloud APIs (local keys) (3/5). twinny: Fully local (5/5).
What does each one cost to run?
Mobile-Harness: Requires cloud model API keys. twinny: Free; team gateway paid after 5 devs.
Full profiles: techjarves/Mobile-Harness and twinnydotdev/twinny. Everything else in IDE & editor agents.