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Build, deploy, and scale enterprise AI agents on Google Cloud
Pros
- No flat fee — pay only for usage
- Enterprise-grade Google Cloud infra
- Broad model choice via Model Garden
- Generous free quotas to start
Cons
- Multi-dimensional pricing is complex
- Model tokens often the largest cost
- Requires Google Cloud familiarity
✓ Where it shines / best for
- Enterprises building production agents on Google Cloud
- Teams needing grounded RAG over large enterprise datasets
- Developers wanting a managed, scalable agent runtime with Gemini
✕ Not the best fit for
- Hobbyists wanting a simple flat-rate or free tool
- Non-technical users without cloud/DevOps experience
- Teams avoiding cloud vendor lock-in
Features
- ✓ API access
- ✓ Retrieval-augmented generation (RAG)
- ✓ Multi-agent
- ✓ Agent Runtime
- ✓ Function Calling
- ✓ Enterprise search
- ✓ Gemini
- ✓ Grounding
Pricing
| Plan | Price | Billing | Notes |
|---|---|---|---|
| Free Tier / Trial | $0 | month | Free monthly Agent Engine quota (~50 vCPU-hours + 100 GB-hours memory); new GCP customers also get $300 in credits for 90 days. No flat free product tier |
| Agent Engine (runtime) | $0.0864 | vCPU-hour | Managed agent runtime compute; plus $0.0090 per GB-hour of memory. Underlying Gemini/model tokens billed separately |
| Sessions & Memory Bank | $0.25 | per 1,000 events | Stored session events and agent 'memories'; billing began early 2026 |
| Vertex AI Search / grounding | $4.00-$6.00 | per 1,000 queries | ~$4.00 per 1k standard queries, ~$6.00 per 1k advanced queries, for RAG grounding over enterprise data; storage billed per GiB |
| Enterprise / committed use | Custom | year | Committed-use discounts and enterprise agreements via Google Cloud sales (platform now branded Gemini Enterprise Agent Platform) |
Pricing verified from the official source. Prices change often — confirm on the vendor's site before buying.
Specifications
| models | Gemini, Claude, Model Garden |
| vcpu_rate | $0.0864/vCPU-hr (since Dec 16 2025) |
| pricing_model | Pure usage-based |
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A full review is being generated for this product and will appear here shortly.