Dossier · General AI assistant
Google ecosystem multimodal assistant · last verified 2026-06-07
Gemini is the assistant to judge as a Google ecosystem bundle. The card should separate model quality from storage perks, NotebookLM/Flow value, and the very different privacy rules for consumer app, free API, paid API, and Workspace/Vertex.
Google’s multimodal assistant and AI plan ecosystem, with Search grounding, Deep Research, Deep Search in AI Mode, Gems, Live, image/music/video generation, NotebookLM benefits, Google storage bundles, and a separate Gemini API.
Sixteen scored dimensions, Search grounding and Deep Research modes, Google AI Plus/Pro/Ultra matrix, Gemini API ledger, competitive lens, and desk rows waiting for your multimodal benches.
List prices and pay-as-you-go entry points we can cite without running our own bench. Each tile links to a source when possible.
Limits & product surface
Non-price vendor claims — multipliers, caps, and API scope. Detailed matrices live in subscription and SDK sections below.
The public positioning for this product — the loop we score against on VerdictPal.
Browser app for multimodal chat; AI Studio when you need API keys; Workspace side panel when your school runs Google — name which you used in methods.
Enable Search grounding for factual questions, then open every link. If the card disagrees with the page, trust the page.
Turn off Gemini Apps Activity before sensitive drafts on consumer accounts; route regulated work through Workspace or Vertex if procurement allows.
Google AI Pro in the browser does not cover production API spend. Bill Flash vs Pro tokens separately in courseware.
Click a tile for the editorial note. Color follows score: coral, yellow, mint.
Shape
Avg 73 · 55–86
Strong general desk for Google-centric students; not a cited-search or reference-manager replacement.
By group
One input box, many retrieval postures. Filter by tier.
Default Gemini conversation — text, uploads, and tools per plan
Pulls live web results into answers — verify each link
Multi-step report with sections — quota on Google AI Pro and above
Saved system-style instructions for recurring coursework patterns
Real-time voice and camera conversation on supported devices
Image generation, editing, and side-by-side draft surfaces
Upload or paste video for Q&A — length caps vary by tier
Gemini in Docs, Gmail, Drive when your tenant enables it
Public rows are vendor or third-party claims we logged with a date. Desk rows are reserved for VerdictPal self-run results.
| Measure | Result | Source |
|---|---|---|
| Google AI Plus | 7.99 USD / mo | one.google.com |
| Google AI Pro | 19.99 USD / mo | one.google.com |
| Google AI Ultra | 249.99 USD / mo | one.google.com |
| Ultra introIntro pricing window per vendor; verify at checkout. | 99.99 USD / mo | Plan marketing copy |
| 2.5 Flash input | 0.30 USD / 1M tokens | ai.google.dev |
| 2.5 Flash output | 2.50 USD / 1M tokens | ai.google.dev |
| 2.5 Pro input | 1.25 USD / 1M tokens | ai.google.dev |
| 2.5 Pro output | 10 USD / 1M tokens | ai.google.dev |
Consumer Google AI plans from one.google.com May 2026. Columns: Free · Plus · Pro/Ultra (check vendor matrix for Ultra-only caps). API billing is separate below.
| Capability | Free | Pro | Max |
|---|---|---|---|
| Gemini 2.5 Pro access | Limited | Higher limits | Widest (Ultra) |
| Deep Research | Limited / none | Included on Pro+ | Highest quotas (Ultra) |
| Gemini Live | — | On supported plans | Full Live features |
| Video & large uploads | Caps | Raised caps | Highest caps |
| Gems | Basic | More Gems | Premium Gem features |
| 2 TB storage (bundle) | — | With Google One tiers | 30 TB on Ultra (vendor) |
| Gemini Apps Activity opt-out | Account setting | Account setting | Account setting |
| API no-training (paid) | — | — | Paid API only |
gemini.google.com and the Google One AI bundle: multimodal chat, Deep Research, Live, and storage. This block is browser subscription pricing only — Gemini API is below.
Google AI Plus
$7.99/mo
Google One · monthly
Google AI Pro
$19.99/mo
Google One · monthly
Google AI Ultra
$249.99/mo
Intro $99.99/mo for 3 months (vendor)
Student discounts and regional pricing appear on one.google.com — verify caps before syllabus week. Ultra intro pricing changes; screenshot checkout for procurement files.
ai.google.dev bills per million tokens on Flash, Pro, and specialty models. Free AI Studio tier may improve Google products; paid API traffic is not used to train models per terms.
AI Studio free tier
$0
API · rate limits
Pay-as-you-go
Usage-based
API · Cloud billing
Endpoints · 3 routes
generativelanguage.googleapis.com/v1beta/models/{model}:generateContentREST generateContent — see model IDs in docs
…:streamGenerateContentStreaming for chat UIs and agents
google_search_retrievalGrounding tool on API — separate from consumer UI toggle
Token list prices from ai.google.dev May 2026. Wire keys server-side; never ship API keys in front-end bundles. Desk has not validated Vertex SLA.
Atlas bundle string · checked 2026-06-07
What we learned while building this dossier — not vendor copy.
Google AI Pro includes consumer features and storage; production courseware still needs Cloud billing and token dashboards on AI Studio.
Turning off activity in Google Account settings does not change AI Studio free-tier training language — read both policies before mixed classroom use.
Support docs describe multi-step planning and export; desk still found forum URLs in a sample report — methods should require domain allowlists.
Campus policy prompt surfaced a Medium post above the handbook until we added site: filters — teach explicit query constraints.
Where Gemini wins for cited research — and where a rival still belongs in the stack.
ChatGPT is the default OpenAI co-writer; Gemini is the Google-native multimodal desk. Pick ChatGPT for the widest plugin and custom GPT ecosystem; pick Gemini when Search grounding, Drive, and video uploads must stay inside Google.
Gemini
ChatGPT
Vendors named on the product about page — useful for procurement and privacy reviews.
Editorial lenses only. Subscription and API pricing live in their own sections above.
Lens 01
Gemini is built to read what you paste, upload, or point a camera at — not only to autocomplete paragraphs. That is the reason to pick it over a text-only tab.
How we exercised the product. Step through each run before you trust the scores.
Test run
Step 1 of 5
Ask a factual campus or policy question with Search grounding enabled.
TASK
Run 25 grounded Search/Deep Research prompts and classify sources.
Pending.
↳ primary-source rate, SEO/support-page rate, forum rate, freshness, claim support.
TASK
Test PDF, slide, image, video, and code inputs against ChatGPT and Claude.
Pending.
↳ extraction accuracy, missed caveats, figure understanding, answer usefulness, quota friction.
TASK
Compare Google AI Pro against ChatGPT Plus + NotebookLM free + Drive storage alternatives.
Pending.
↳ effective monthly cost, storage value, NotebookLM lift, Flow/media value, regional restrictions.
TASK
Run same workload on Gemini API free and paid tiers.
Pending.
↳ cost, rate limits, data-use boundary, latency, model quality.
This tool is in the VerdictPal Citation Fidelity protocol — frozen question bank, dual-reviewer grading, results still pending. Citation Fidelity v0.1 →
Benchmarks that evaluate or report on this tool. Scores and caveats live on the benchmark page.
Consumer Gemini activity may be human-reviewed and used to improve Google services unless settings are adjusted. Google AI plans are consumer bundles, not automatic Workspace governance. Gemini API free and paid tiers have different data-use boundaries; Workspace/Vertex/Cloud are the enterprise-governance lanes.
The model(s) that drive this card. The tool is the wrapper; the model is the engine.
Compare side-by-side → open compare
How this tool fits into a composed research stack:
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