Compare/AI Edge Gallery vs Confluence

AI tool comparison

AI Edge Gallery vs Confluence

Which one should you ship with? Here is the side-by-side panel verdict, pricing read, reviewer split, and community vote comparison.

A

Mobile AI

AI Edge Gallery

Run Gemma 4 and open-source LLMs directly on your Android or iPhone

Ship

75%

Panel ship

Community

Free

Entry

Google's AI Edge Gallery is a mobile application that turns your Android or iPhone into a local LLM inference machine. Available on Android 12+ and iOS 17+, the app runs open-source models—with particular focus on Google's Gemma 4 family—entirely on-device. No internet required, no data leaves your phone, no API costs. The Gallery supports multi-turn conversation with a Thinking Mode that lets you watch the model's reasoning steps, image analysis through multimodal capabilities, voice transcription and translation, model performance benchmarking on your specific device hardware, and even device automation powered by fine-tuned models. Custom models can be loaded via Hugging Face integration. The updated version with official Gemma 4 support is particularly timely: Gemma 4's 2B parameter model has been benchmarked outperforming its 12B predecessor on multi-turn benchmarks, and running it on a modern iPhone or Android flagship is now genuinely fast. For privacy-conscious users, developers who want to test local inference without cloud costs, or anyone who needs AI capabilities in environments without reliable internet, AI Edge Gallery bridges the gap between cutting-edge open-source models and practical mobile use.

C

Productivity

Confluence

Team workspace for documentation

Skip

0%

Panel ship

Community

Free

Entry

Confluence is Atlassian's enterprise wiki and documentation platform. Deep Jira integration, templates, and spaces. The default for enterprise documentation.

Decision
AI Edge Gallery
Confluence
Panel verdict
Ship · 3 ship / 1 skip
Skip · 0 ship / 3 skip
Community
No community votes yet
No community votes yet
Pricing
Free / Open Source
Free (10 users), Standard $6.05/user/mo
Best for
Run Gemma 4 and open-source LLMs directly on your Android or iPhone
Team workspace for documentation
Category
Mobile AI
Productivity

Reviewer scorecard

Builder
80/100 · ship

On-device LLM inference on consumer phones with Gemma 4 support is a genuine capability milestone. The model benchmarking feature is practically useful for understanding what's actually running where. This is solid infrastructure for mobile AI development testing.

45/100 · skip

Slow editor, confusing permissions, and the content becomes a graveyard nobody searches. Notion is better in every way.

Skeptic
45/100 · skip

On-device LLM quality still trails cloud APIs significantly for complex tasks. You're trading capability for privacy and offline access—that's a real tradeoff, not a free lunch. Battery drain and thermal throttling on extended sessions remain practical problems on most phones.

45/100 · skip

Enterprise default that persists through inertia. The editor has improved but Notion's experience is vastly superior.

Futurist
80/100 · ship

Local inference on mobile phones is the long game—as models compress and chips improve, the gap between on-device and cloud closes. AI Edge Gallery is Google planting a flag in the world where your phone is your private AI, not a terminal that routes everything through a data center.

No panel take
Creator
80/100 · ship

Privacy-first, works offline, no subscription—AI Edge Gallery is genuinely useful for creators who travel or work in low-connectivity environments and want AI assistance without sending their work to the cloud. The voice transcription feature alone is worth downloading for on-the-go note capture.

45/100 · skip

The editor fights you at every step. Templates help but the formatting options are limited and buggy.

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