Data as of Sep 16, 2026 · Based on 3,304,368 AI responses across 10,525 prompts · See how Parse measures this
9 of 9 measured questions
Cloptima provides an AI Gateway that routes requests across multiple model providers (OpenAI, Anthropic, Gemini, Vertex AI, Bedrock) with real-time guardrails, spend limits, BYOK support, and pre‑egress governance. It also offers LLM FinOps to reconcile provider invoices, attribute costs by provider/model/team/app, and monitor per‑token and agent costs for budget control. The platform includes data warehouse cost management and cloud/Kubernetes cost visibility, featuring per‑query cost tracking, scan optimization, PR cost impact analysis, and multi‑cloud cost governance across AWS, GCP, and Azure.
The market map · 5 of 76 labelled
Cloud FinOps Management Platforms →Where Cloptima ranks in AI