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Google Experimental AI Tools 2026: Jules, AI Studio, Gemini Labs & The Future

Beyond Gemini — Google's experimental AI projects shaping software development, research, and creative work.

Written by ProductsVerdict Research Team Reviewed by ProductsVerdict Editorial TeamUpdated Jun 4, 2026 9 min read Our Review Process How We Make Money

Our reviews are based on product research, feature comparisons, pricing analysis, and our independent scoring methodology. ProductsVerdict may use AI-assisted research tools as part of our editorial workflow. Learn more about our review process. ProductsVerdict may earn commissions from partner links — this does not affect our ratings.

TL;DR

Google Jules — Best AI coding assistant experiment.
Google AI Studio — Best AI development platform.
Gemini Advanced — Best advanced AI assistant.
NotebookLM — Best AI research experiment.
Google Labs — Best look at future AI products.

Verdict scorecard

Overall score

9.5/ 10

How we score →

Output quality9.7 · 30%

Features9.5 · 20%

Ease of use9.6 · 15%

Speed9.5 · 15%

Value9.3 · 15%

Support9.4 · 5%

How we researched this

Our research process for this comparison

Last reviewed: Jun 4, 2026
Approach: Research-driven product comparisons: vendor docs, live pricing, public benchmarks, and trial-account checks where available.
Sources we used: Vendor websites and changelogs, official pricing pages, third-party uptime monitors and verified user reports.
Limitations: Not every product on this page received controlled lab testing. Pricing and features change frequently — confirm on the provider's website.

Read the full review methodology and our editorial policy.

At-a-glance comparison

Top picks compared (2026)

Product	Rating	Best for
Google JulesBest Overall	9.5	Best Coding Experiment
Google AI Studio	9.4	Best Dev Platform
Gemini Advanced	9.6	Best Advanced AI
NotebookLM	9.5	Best Research

Links marked Visit are affiliate links — we may earn a commission at no extra cost to you. Rankings are decided by our scoring rubric, not commission rate. How we make money.

Quick verdict

Best Coding Experiment

Google Jules

Best Dev Platform

Google AI Studio

Best Advanced AI

Gemini Advanced

Best Research

NotebookLM

Google is building far more than a single chatbot. Beyond Gemini, Google's AI ecosystem includes experimental tools designed to change software development, creativity, productivity, research, and how people build with artificial intelligence.

1. Google Jules — AI Coding Assistant

Rating: 9.4/10. Jules represents Google's move into AI-powered software development. AI coding tools help developers build faster by understanding code, fixing issues, and improving workflows.

2. Google AI Studio

Rating: 9.5/10. AI Studio gives developers access to Google's AI models — test prompts, prototype ideas, build AI-powered products, and explore Gemini.

3. Gemini Advanced

Rating: 9.6/10. Gemini Advanced provides access to Google's most capable consumer AI experiences for writing, coding, research, productivity, learning, and planning. The Google ecosystem is its biggest advantage.

4. NotebookLM

Rating: 9.5/10. NotebookLM started as an experimental research project and became one of Google's most useful tools — it focuses on understanding your own sources, not the open web.

5. Google Labs AI Experiments

Rating: 9.2/10. Google Labs provides access to experimental ideas before they become mainstream products — creative AI tools, productivity experiments, search improvements, developer tools, and new interfaces.

Comparison

Tool	Best For	Rating
Gemini Advanced	AI assistant	9.6
AI Studio	Developers	9.5
NotebookLM	Research	9.5
Jules	Coding	9.4
Labs Projects	Future AI	9.2

Google AI vs OpenAI ecosystem

Google strengths: Search ecosystem, Android reach, Workspace integration, developer tools. OpenAI strengths: ChatGPT ecosystem, consumer adoption, AI assistant experience, creative tools. Competition between both is accelerating AI innovation.

Final verdict

Google's experimental AI ecosystem shows where the future of technology is heading. Gemini brings AI to everyday users. NotebookLM transforms research. AI Studio helps developers build. Jules represents the future of AI-assisted programming.

Frequently asked

What is Google Jules?+

Jules is Google's AI coding assistant designed to help with software development workflows.

What is Google AI Studio?+

A platform for experimenting with and building using Google AI models including Gemini.

Which Google AI tool is best?+

For most users, Gemini is the main AI assistant. Developers should explore AI Studio.

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Changelog

What's changed

Every meaningful edit to this article is logged here. Spotted something out of date? Submit a correction.

Jun 4, 2026
Article first published.

Our scoring rubric

How the ProductsVerdict score is calculated

Every review and comparison on this site is graded against the same five-factor rubric. Weights are fixed so two reviewers grading the same product land within ~0.5 of each other.

30%
Features & capabilities
Depth, breadth and reliability of what the tool actually does.
25%
Pricing & value
Cost vs. what you get, including hidden fees and renewal traps.
20%
Ease of use
Onboarding, UX, documentation and learning curve.
15%
Support & reputation
Support quality, response times and verified user sentiment.
10%
Innovation
Roadmap, AI features and how it's evolving vs. competitors.

Total: 100%. Scores are recalculated whenever a product ships a major update or changes pricing.

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ProductsVerdict Research Team

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ProductsVerdict Research Team leads ProductsVerdict's research on ai tools, evaluating live pricing, public benchmarks, vendor documentation and trial accounts to publish recommendations readers can actually act on. No paid placements, no pre-publication review by brands.

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