AI Cloud / models + APIs + billing
OpenAI, Claude, Gemini, Qwen and cloud AI routes for teams that need a compliant, controllable start. Compare provider accounts, prepaid managed access, quotas, and actual commercial terms before paying.
Model availability and pricing are verified before quotingModel catalog
Official catalog checked 12 October 2026. These models are inquiry options, not a promise of access for every account or region. IDs, regions, quotas and prices are rechecked at quotation.
Astra for complex reasoning; Sol for coding and agent workflows; Luna for low-latency, high-throughput traffic.
Pricing: quote by usage and access route
Compare Claude models for demanding reasoning and coding, balanced assistants and fast workloads.
Pricing: quote by usage and access route
Multimodal input and text output for latency-sensitive applications and agent workflows.
Pricing: quote by usage and access route
For teams evaluating long-context and coding workflows, including the Kimi route on AWS Bedrock.
Pricing: quote by usage and access route
Evaluate international Model Studio access and billing for Chinese-language, multimodal and complex workflows.
Pricing: quote by usage and access route
How the service works
The commercial details are reviewed before payment, so your team knows what it owns and what is supported.
Share the models, countries, expected monthly spend, and whether you need direct API access or a managed route.
We explain the account owner, payment terms, limits, key custody, and likely savings before you commit.
Begin with a prepaid limit and a clear review point before increasing usage or adding another provider.
Route comparison
| Route | Best for | You control | Trade-off |
|---|---|---|---|
| Official provider account | Production teams and regulated workflows | Account, keys, quotas, and provider relationship | Eligibility and payment requirements may be stricter |
| Compliant platform route | Fast experiments and teams needing a simpler start | Budget limit and approved user access | Less direct control; route depends on platform terms |
We review provider-policy-compliant API, cloud or managed-platform routes, explaining permissions, data routing and usage conditions before payment.
Get an AI quote
Share four essentials. We will compare the available route, pricing approach, payment terms, limits, and account responsibility before onboarding.
AI cloud routes
The same model can have different pricing, quotas, and data paths depending on the cloud route.
For AWS-native teams that need IAM, VPC, CloudWatch, and a single AWS bill. Model access depends on region and account enablement.
Review Bedrock accessFor teams already using BigQuery, Cloud Run, GKE, or Google Cloud projects. Quota and region checks come first.
Review Vertex AI accessFor Chinese-language, Asia-region, and Alibaba Cloud workloads that need an international billing route.
Review Qwen access