| Hard budgets (team / key / user) (scored) | partial AI Wallets read and write per-seat spend limits at the provider (Claude Enterprise, Cursor Enterprise), with limit-increase requests and rebalancing; API and Bedrock spend is budgeted and alerted, not blocked Source: help.nops.io/ai/setup |
|---|---|
| Rate & spend limits (scored) | n/a |
| Cost attribution / chargeback tags (scored) | yes Hourly Bedrock/Claude spend by model, account, department and token type (input/output/cache); virtual tag rules; Cursor, Claude Code and Codex attributed to teams Source: nops.io/ai-cost-attribution/ |
| FOCUS export (scored) | unknown No FOCUS export found; docs mention ingesting Azure daily FOCUS cost exports (https://help.nops.io/azure/integration-setup) |
| EU data residency option (scored) | unknown |
| Public pricing (scored) | no Source: nops.io/pricing/ |
| Open source | no Commercial SaaS Source: nops.io/pricing/ |
| Hosting | SaaS Connects via read-only AWS integration; AWS Marketplace listing Source: nops.io/pricing/ |
| Supported providers / models | 6+ AI sources OpenAI Platform, ChatGPT Enterprise, Anthropic Platform, Claude Enterprise, Cursor, Amazon Bedrock (via AWS CUR) Source: help.nops.io/llms.txt |
| Caching | n/a |
| Export destinations (cost/usage data) | partial API, CSV Public API (JSON) and Explorer CSV download Source: help.nops.io/developers |
| Closed-loop enforcement | partial AI Wallets write per-seat limits at Claude Enterprise and Cursor Enterprise via provider APIs Source: help.nops.io/ai/setup |
| Pricing model | Fixed fee by cloud spend (visibility); share of savings (rate optimization) Source: nops.io/pricing/ |
| Public price points | Not public (fixed fee based on cloud spend; 14-day free trial) Source: nops.io/pricing/ |
Not verified yet: FOCUS export, EU data residency option. "unknown" means we could not confirm it in public sources. Vendors can send evidence to update a cell; see get verified. Verification never changes the scoring rules.