CloudZero vs TeraOps
CloudZero
cloudzero.comTeraOps
teraops.aiSide by side
| Figure | CloudZero | TeraOps |
|---|---|---|
| Price from | — | $41.67/mo |
| Free plan | — | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| API | Yes | — |
| Plans published | 1 | 3 |
| Spec score · Cloud Cost Management Software | 7.3 (#11) | 7.0 (#17) |
| Integrations | Named integrations include AWS, GCP, Azure, Kubernetes, Snowflake, Anthropic, OpenAI, Datadog, Databricks, MongoDB, and New Relic. | The onboarding page lists AWS, Microsoft Azure, Anthropic Claude API, OpenAI GPT API, Microsoft Copilot M365, and Google Cloud Platform. |
| Intended users | The company describes CloudZero as built for finance leaders, engineering leaders, and platform and cloud operations teams responsible for AI and cloud spend. | The company describes its audience as cloud operators and says the platform is for teams seeking cloud and AI spend optimization. |
| Security | CloudZero says it encrypts all data at rest and in motion and partitions data by customer. | Its privacy policy says it uses reasonable technical and organizational measures to safeguard personal information. |
| Support | The company lists a customer support contact email on its contact page. | The AWS Marketplace listing directs customers to [email protected] for vendor support. |
Plans
TeraOps
- AI and Cloud ROI Engine — 12-month contract$500 a year
- AI and Cloud ROI Engine — 24-month contract$500 a year
- AI and Cloud ROI Engine — 36-month contract$500 a year
In their own words
CloudZero
CloudZero is a web and API platform that links AI and cloud spending to business outcomes for finance, engineering, and IT teams. It organizes costs by dimensions such as customer, feature, and product, whether or not tags are present. Explorer supports spend analysis, spike investigation, and per-outcome economics. Streaming telemetry captures AI calls as they occur and supports attribution to customers, products, transactions, and P&L. AI anomaly detection establishes normal spending and alerts on spikes without manual tuning. Budgets and forecasts are included. Integrations cover AWS, GCP, Azure, Kubernetes, Snowflake, Anthropic, OpenAI, Datadog, Databricks, MongoDB, and New Relic. The AnyCost API and common data model ingest billing and usage data without an official connector. CloudZero says data is encrypted at rest and in motion and partitioned by customer. Pricing is on request, with tiered pricing and no monthly overages.
TeraOps
TeraOps is a web-based cloud and AI cost intelligence platform for identifying savings opportunities and helping teams act on them. It tracks AI spending by token, feature, and customer, with visibility across models, compute, and storage. An AI COGS dashboard and real-time usage insights help identify high-cost users and workflow costs. Its cloud waste engine provides resource-level analysis, AI waste detection, what-if simulations, and live monitoring. Recommendations can include risk assessment, dependency mapping, backup creation, rollback support, and one-click rollback. Other optimization features include commitment tracking, S3 tier recommendations, and EC2-Other charge breakdowns. TeraOps describes six engines covering storage, data, network, AI, compute, and administration. Listed integrations include AWS, Microsoft Azure, Google Cloud Platform, Anthropic Claude API, OpenAI GPT API, and Microsoft Copilot M365. Marketplace delivery is SaaS deployed on AWS.