This is Hamamoto from TIMEWELL.
Google's AI ecosystem reached a significant inflection point in 2026. The I/O 2025 announcements restructured both the pricing and the product lineup in ways that matter practically for business users. This article covers the full picture: what changed, what each product does, and how to apply them in a business context.
What Changed in 2026: The Quick Summary
| Item | Detail |
|---|---|
| New pricing | AI Pro $19.99/month, AI Ultra $149.99/month |
| NotebookLM | Upgraded to Gemini 3; improved reasoning and multimodal |
| Gemini | Gemini 3 Flash (Auto), 1 million token context |
| Deep Research | Hundreds of sites scanned automatically; file/image input |
| Super Gems | Button and form-capable app-like experiences |
| Veo 3 | 8-second video generation with audio and BGM |
| Developer tools | Jules, Gemini CLI, Firebase Studio |
| Education | Free upgrade program for students (Japan included) |
New Pricing: AI Pro and AI Ultra
AI Pro — $19.99/month
AI Pro replaces the former Gemini Advanced plan.
What AI Pro includes:
- Gemini 3 Flash (Auto mode) — fast, capable responses for everyday tasks
- Thinking mode via Gemini 3 Pro — structured reasoning for complex problems
- 1 million token context window — approximately 1,500 pages of text or 30,000 lines of code
- NotebookLM: 20 Audio Overviews per day, 500 notebooks, 300 sources per notebook
AI Ultra — $149.99/month
What AI Ultra adds:
- All AI Pro features
- Priority access to Deep Research
- Enhanced NotebookLM capacity
- Maximum usage limits across all tools
Gemini 3: The Third Generation
Model Lineup
| Model | Characteristics |
|---|---|
| Gemini 3 Flash | Auto mode, fast responses for standard tasks |
| Gemini 3 Pro | Thinking mode for complex, multi-step reasoning |
| Gemini 3 Ultra | Highest capability, research and enterprise applications |
Super Gems: App-Like Experiences
Super Gems extends the earlier Gems feature into interactive experiences with buttons, forms, and structured interfaces — built without code.
Business applications:
- Automated proposal generation with structured inputs
- Customer support bots with guided question flows
- Internal FAQ systems with form-based filtering
Veo 3: Video Generation
Veo 3 is integrated directly into Gemini and generates 8-second video clips from text prompts, with automatic BGM and sound effects.
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NotebookLM: Gemini 3 Upgrade
NotebookLM moved from Gemini 2.5 Flash to Gemini 3 in 2026.
AI Pro vs. Free Tier Comparison
| Feature | Free | AI Pro |
|---|---|---|
| Audio Overviews/day | 3 | 20 |
| Notebooks | 100 | 500 |
| Sources/notebook | 50 | 300 |
New Features in 2026
Data Tables: Extracts information into structured tables, exportable to Google Sheets.
Gemini Integration: NotebookLM notebooks can be pulled directly into a Gemini conversation for combined analysis.
Deep Research: The Automated Research Agent
Deep Research automatically scans hundreds of websites and produces a structured, cited report.
2026 New Features
- File and Image Upload: Internal documents and images accepted as research sources
- Canvas Integration: Research outputs transformed into interactive visual presentations or quiz formats
Example Workflow: Market Research
- Enter: "Research EV market trends for 2026"
- Deep Research scans hundreds of sources automatically
- A structured report is generated with sections and citations
- Export to Canvas for presentation, or to NotebookLM for further analysis
Developer Tools
| Tool | Function |
|---|---|
| Jules | Asynchronous coding agent — delegate tasks, review output |
| Gemini CLI | Terminal-based Gemini access for development workflows |
| Firebase Studio | Full development environment for complex software |
| Google AI Studio | Prototyping environment; UI design via Stitch |
Google Workspace Integration
| Application | Gemini Capabilities |
|---|---|
| Gmail | Email summarization, reply drafting |
| Google Docs | Document generation, editing, summarization |
| Google Sheets | Data analysis, formula generation |
| Google Slides | Automatic presentation generation |
| Google Meet | Meeting summarization, action item extraction |
Then vs. Now: How Google AI Has Changed
| Item | Early 2024 (Bard era) | January 2026 |
|---|---|---|
| Brand | Bard | Gemini |
| Model | Gemini 1.0/1.5 | Gemini 3 series |
| Pricing | Gemini Advanced $20 | AI Pro $20, AI Ultra $150 |
| Context | 128K tokens | 1 million tokens |
| NotebookLM | Basic features only | Gemini 3, 300 sources |
| Deep Research | Not available | Hundreds of sites, file/image input |
| Video generation | Not available | Veo 3 (8 seconds, with audio) |
| Developer tools | Limited | Jules, Gemini CLI, Firebase Studio |
Competitive Comparison
Google AI vs. OpenAI
| Item | Google AI | OpenAI |
|---|---|---|
| Search integration | AI Mode (Google Search) | ChatGPT Search |
| Notebook function | NotebookLM | Not available |
| Context window | 1 million tokens | 200K tokens |
| Video generation | Veo 3 | Sora 2 |
| Pricing | AI Pro $20, Ultra $150 | Plus $20, Pro $200 |
Google AI vs. Claude
| Item | Google AI | Claude |
|---|---|---|
| Strengths | Ecosystem integration | Code generation, long-horizon tasks |
| Notebook function | NotebookLM | Not available |
| Developer tools | Firebase Studio, Jules | Claude Code |
Business Use Cases
Research and Information Gathering
- Request a market research report via Deep Research
- Hundreds of sources automatically compiled into structured report
- Upload to NotebookLM with related internal documents
- Convert to Audio Overview for review on the go
Document Production
- Draft in Google Docs
- Gemini proposes improvements
- Google Slides auto-generates the presentation
- Super Gems builds a structured review tool for team feedback
Summary
Google's AI ecosystem in 2026 covers search, document production, video generation, and software development under a single integrated platform.
Key points:
- AI Pro $19.99/month, AI Ultra $149.99/month
- NotebookLM with Gemini 3 — significantly improved reasoning
- Deep Research — hundreds of sites, file/image input supported
- Super Gems — buttons and forms without code
- Veo 3 — 8-second video with audio from text
- 1 million token context window
- Jules, Gemini CLI, Firebase Studio for developers
- Free student program active in Japan
For organizations already in the Google Workspace ecosystem, the native integration across tools represents a compounding advantage that standalone AI tools cannot easily replicate.