# Cloptima
> AI-native LLM FinOps and cloud spend intelligence for engineering, platform, and finance teams.

## Canonical
- https://cloptima.ai

## Product Overview
- https://cloptima.ai/platform
- https://cloptima.ai/pricing

## Core Capabilities
- https://cloptima.ai/platform/llm-finops
- https://cloptima.ai/platform/cloud-cost-monitoring
- https://cloptima.ai/platform/kubernetes-optimization
- https://cloptima.ai/platform/pr-cost-impact
- https://cloptima.ai/platform/query-optimization
- https://cloptima.ai/platform/cost-allocation
- https://cloptima.ai/platform/budgets-alerts
- https://cloptima.ai/platform/recommendations
- https://cloptima.ai/platform/ai-insights

## LLM FinOps Product Cluster
- https://cloptima.ai/platform/llm-finops/ai-gateway
- https://cloptima.ai/platform/llm-finops/byok
- https://cloptima.ai/platform/llm-finops/budget-controls
- https://cloptima.ai/platform/llm-finops/model-spend-analytics
- https://cloptima.ai/platform/llm-finops/provider-bill-reconciliation
- https://cloptima.ai/platform/llm-finops/unit-economics
- https://cloptima.ai/platform/llm-finops/agent-cost-controls
- https://cloptima.ai/platform/llm-finops/shadow-ai-discovery
- https://cloptima.ai/platform/llm-finops/edge-gateway
- https://cloptima.ai/platform/llm-finops/guardrails
- https://cloptima.ai/platform/llm-finops/exact-response-cache
- https://cloptima.ai/platform/llm-finops/semantic-cache-search
- https://cloptima.ai/platform/llm-finops/prompt-eval-registry
- https://cloptima.ai/platform/llm-finops/contract-pricing

## LLM FinOps Guides
- https://cloptima.ai/guides/openai-compatible-ai-gateway
- https://cloptima.ai/guides/connect-openai-to-cloptima
- https://cloptima.ai/guides/connect-anthropic-to-cloptima
- https://cloptima.ai/guides/connect-gemini-vertex-ai-to-cloptima
- https://cloptima.ai/guides/connect-bedrock-to-cloptima
- https://cloptima.ai/guides/vercel-ai-sdk-llm-finops
- https://cloptima.ai/guides/langchain-llm-cost-tracking
- https://cloptima.ai/guides/llamaindex-llm-cost-tracking
- https://cloptima.ai/guides/opentelemetry-genai-llm-costs
- https://cloptima.ai/guides/llm-provider-billing-reconciliation
- https://cloptima.ai/guides/migrate-from-litellm-to-cloptima-finops
- https://cloptima.ai/guides/use-cloptima-with-portkey
- https://cloptima.ai/guides/use-cloptima-with-helicone
- https://cloptima.ai/guides/claude-code-with-any-model
- https://cloptima.ai/guides/use-cloptima-with-langfuse
- https://cloptima.ai/guides/cloptima-llm-observability-sdks

## Setup and Onboarding Guides
- https://cloptima.ai/guides/connect-kubernetes-cluster
- https://cloptima.ai/guides/connect-aws-account
- https://cloptima.ai/guides/connect-google-cloud
- https://cloptima.ai/guides/connect-github-pr-impact
- https://cloptima.ai/guides/set-up-budgets-and-alerts
- https://cloptima.ai/guides/create-virtual-tag-rules
- https://cloptima.ai/guides/connect-directory-sync

## CLI and MCP
- https://cloptima.ai/platform/cli
- https://cloptima.ai/platform/mcp-server
- https://cloptima.ai/guides/cloptima-cli-getting-started
- https://cloptima.ai/guides/cloptima-cli-ci-cd
- https://cloptima.ai/guides/cloptima-cli-mcp-setup

## Competitor Comparisons
- https://cloptima.ai/compare/vs-litellm
- https://cloptima.ai/compare/vs-portkey
- https://cloptima.ai/compare/vs-helicone
- https://cloptima.ai/compare/vs-langfuse
- https://cloptima.ai/compare/ai-gateway-vs-ai-finops
- https://cloptima.ai/compare/vs-openrouter
- https://cloptima.ai/compare/vs-cloudflare-ai-gateway
- https://cloptima.ai/compare/vs-kubecost
- https://cloptima.ai/compare/vs-vantage
- https://cloptima.ai/compare/vs-castai

## LLM FinOps Solutions
- https://cloptima.ai/solutions/engineering-leaders/ai-spend-governance
- https://cloptima.ai/solutions/finops/llm-chargeback
- https://cloptima.ai/solutions/platform-teams/ai-gateway-governance
- https://cloptima.ai/solutions/ai-agents/agent-cost-control
- https://cloptima.ai/solutions/finance/ai-margin-reporting
- https://cloptima.ai/solutions/security/shadow-ai-discovery

## Solutions by Role
- https://cloptima.ai/solutions
- https://cloptima.ai/solutions/leadership/cloud-and-ai-spend-visibility
- https://cloptima.ai/solutions/finops/cost-allocation-without-perfect-tags
- https://cloptima.ai/solutions/platform-engineering/kubernetes-cost-optimization
- https://cloptima.ai/solutions/data-teams/warehouse-query-cost-optimization

## Important Notes
- Cloptima is paid software with free trials on Starter plans: AI Starter and Platform Starter (14 days), Cloud Starter (30 days). Pro and Growth plans start with checkout.
- Self-serve pricing has three tracks: AI FinOps, standalone Cloud FinOps, and bundled Platform; annual billing saves 20%.
- Serves engineering, platform, FinOps, and finance teams managing AI model, cloud, Kubernetes, and data costs.
- LLM FinOps includes a governed OpenAI- and Anthropic-compatible gateway, virtual keys, BYOK, budget controls, provider-native and Cloptima-owned (exact-match and semantic) response caching with observe/enforce modes, guardrail detectors with cost-aware policy and versioned bypass, a prompt registry with dataset-backed eval-gated releases and canary rollout, customer/org contract pricing with commitment/credit ledgers and server-authoritative preview, business-transaction ROI attribution and calibration, provider pricing support tiers, no-retention prompt policies, and a private edge gateway pattern with locally encrypted provider credentials.