Pay for conversations, not tokens.
A session is one complete conversation plus its debrief, whether a person or an agent is on the other side. No per-seat minimums to start; add Platform when you need governance. Buy through Google Cloud Marketplace against your existing commitment, or contract directly.
Practice
Everything a team needs to rehearse and improve.
- All enterprise and foundation scenario packs
- Streaming practice, coach hints, evidence-based debriefs
- Debrief delivery: in-app, email, Slack / Teams / Feishu
- Team dashboard (skills, trends, completion)
- English and 简体中文
- Email support, 1 business day
Arena
Adversarial evaluation with gates for CI.
- Red-team core (20 scenarios) + industry packs
- OpenAI-compatible, Anthropic and webhook adapters
- Quoted breaches, run comparison, JUnit output
- CLI for CI; org API keys
- Repeats and parallel execution
- Email support, 1 business day
Platform
Most completeThe governance layer on top of Practice and/or Arena.
- Organisation dashboards across teams and regions
- SSO (Google Workspace; Entra on request), roles, audit log
- Studio: private scenarios from your policies
- Data residency (GCP-resident inference), retention control
- API access, webhooks, usage exports
- Named contact; 4-business-hour support; DPA with SCCs
Prices in USD. Volume pricing from 2,000 sessions/month. Seat bundles (e.g. $35/person/month including 10 practice sessions) available for predictable budgeting — ask. Free pilot: 50 sessions, 14 days, with a named contact.
What will it cost us?
Estimate a month. Model cost and margin are ours to worry about — you pay per conversation.
Compare plans
| Capability | Practice | Arena | Platform |
|---|---|---|---|
| Scenario library (120+) | Arena packs | ||
| Private scenarios (Studio) | Add-on | Add-on | |
| Team dashboard | |||
| Organisation dashboards (multi-team) | |||
| Google Workspace SSO | |||
| Microsoft Entra SSO | On request | ||
| Roles & invite links | |||
| Audit log | |||
| Debrief delivery (email / chat webhooks) | |||
| Agent adapters & CI gate | |||
| Run comparison | |||
| API access | Read | ||
| Data residency (GCP-resident inference) | |||
| Retention control | 365 days | 365 days | Configurable |
| Safety-protocol notifications | n/a | ||
| Support | 1 business day | 1 business day | 4 business hours |
| DPA with SCCs | On request | On request |
Buy the way your finance team prefers.
Google Cloud Marketplace
Usage-based billing on your existing Google Cloud invoice; counts toward your commitment. Private offers for Platform tiers and volume pricing. How it works →
Direct
Annual contract, invoiced in USD (HKD available), paid by bank transfer. Standard terms or your paper for Platform.
What counts as a session?+
Is there a minimum?+
How is usage reported on Marketplace?+
Do model upgrades change the price?+
What support do we get?+
Can we cap spend?+
Start with a free pilot.
50 sessions, 14 days, your own scenario built with you, a named contact. Then decide.