RXed AI News

AI to the bone.
Audited 2026-07-07 · RXed table v1.0

Gemini / Google

Visit gemini.google
“Google's AI assistant” — the vendor’s own words

The broadest full-stack AI platform on the market — frontier models plus real data infrastructure at Google scale; the tax is Google Cloud complexity and a product surface that reshuffles fast.

Best for: Businesses already on Google Workspace or Google Cloud that want one vendor for frontier models, RAG/data infrastructure and multimodal generation — and can absorb Google's pace of product renames and previews.
Scope19/20
Quality9/10
Where the quality sits
9Reactive
8Retrieval & Memory
9Orchestration
9Validation
9Models
Frontier labChatAutomation & AgentsVideo GenerationResearchCodingFreemium
Vendor
Google (Alphabet) · gemini.google
Origin
US — Mountain View
Pricing
Free · Google AI Plus $4.99/mo · Google AI Pro $19.99/mo · Google AI Ultra $99.99/mo
Users (official only)
900M+ monthly active users (Gemini app), 230 countries (source, 2026-05-19)
FreeFreestandard Gemini access
Google AI Plus$4.99/mo400 GB storage
Google AI Pro$19.99/mo5 TB storage
Google AI Ultra$99.99/mofrom; $199.99/mo for top limits

Plans bundle Gemini usage limits with Google One storage; Ultra sells at two levels ($99.99 and $199.99/mo) and the Gemini API is billed per token separately.

checked 2026-07-25 · vendor pricing page

Element scores

Reactive
Retrieval & Memory
Orchestration
Validation
Models
Primitives
Pr9
Prompts
Em9
Embeddings
Cx9
Context
Tr9
Tracing
Lg9
LLM
Compositions
Fc9
Function calling
Vx9
Vector store
Rg9
RAG
Gr9
Guardrails
Mm10
Multimodal
Deployment
Ag9
Agents
Ft9
Fine-tuning
Fw9
Frameworks & harnesses
Ev9
Evaluations
Sm9
Small models
Emerging
Ma9
Multi-agent
Sy6
Synthetic data
Pc9
Protocols
In
Interpretability
Th9
Thinking models
Tap or hover any element to see why it got that score.

Strengths

The only vendor covering effectively the whole periodic table with first-party products: frontier models (3.5 Flash, 3.1 Pro, Deep Think), a complete data layer (embeddings, Vector Search 2.0, RAG Engine, grounding with Google Search), the open-source ADK plus managed Agent Engine, the A2A protocol, real evaluation and observability services, Model Armor guardrails, and the widest multimodal generation surface (Veo 3.1, image, audio). Aggressive pricing at the small-model end and 900M+ app users give it unmatched distribution.

Honest dings

The product surface reshuffles constantly — Vertex AI was renamed Gemini Enterprise Agent Platform mid-2026, Agent Engine billing changed in January, and capabilities are split across AI Studio, the Cloud console and the Gemini app. Headline agentic features are gated: Gemini Spark is US-only in beta, Project Mariner and Genie sit behind the $199.99 Ultra tier. For small teams, the Google Cloud learning curve is real, and preview-to-GA churn makes today's integration tomorrow's migration.

Prices and details change — this passport is re-verified at least quarterly.
Sources (12) — every claim traceable

Every audit lists the research it rests on — transparency and traceability are the product. Tools evolve: each audit is a snapshot of its audit date, and re-audits supersede older versions (kept below for reference).