LLM FinOps

Govern LLM Spend Before It Reaches Provider Bills

Cloptima gives platform and finance teams one control plane for AI gateway policies, bring-your-own-key access, cost-aware guardrails, response caching, and agent cost attribution.

app.cloptima.ai/llm
Cloptima AI dashboard: spend, traffic, safety blocks, models, apps, budgets, and caching savings
The platform

Pick where you are today

Every area is live and in production unless marked Coming Soon.

Gateway & Access

The governed entry point for every model call — routing, credentials, and budget enforcement.

Guardrails & Caching

Cost and safety controls that run on the hot path, priced and audited like any other policy.

Optimization & Intelligence

Resilience and savings you can see — provider failover inside your budget, and an always-on spend feed.

Finance & Governance

Turn usage into owned, reportable spend — attribution, unit economics, contract pricing, and shadow AI cleanup.

SDKs

Attribution without routing through the gateway

Keep your own provider client, drop in a lightweight SDK, and send usage with custom attribution. JavaScript and TypeScript, Python, and Go.

JavaScript / TypeScript

Node, Deno, Bun
@cloptima/llm-observability View on GitHub

Python

3.9+
cloptima-llm-observability View on GitHub

Go

1.21+
github.com/cloptima/llm-observability-go View on GitHub
install
npm install @cloptima/llm-observability
pip install cloptima-llm-observability
go get github.com/cloptima/llm-observability-go
typescript
import { initFromEnv, extractOpenAIUsage } from "@cloptima/llm-observability";

const cloptima = initFromEnv();
await cloptima.observeCall({
  provider: "openai",
  model: "gpt-5.4-mini",
  call: () => summaryService.generate(prompt),
  extractUsage: extractOpenAIUsage,
  featureId: "summary_generation",
  workflowId: "support_agent",
  // + team, environment, tenantId, costCenter, and custom metadata
});

Telemetry posts to https://api.cloptima.ai/v1/ai/integrations/sdk/events. Missing config falls back to a disabled pass-through, so local dev and tests never break. Read the SDK guide →

Compare

AI FinOps options

Cloptima vs LiteLLM

Compare Cloptima and LiteLLM for AI gateway governance, guardrails, budgets, MCP tool control, caching, and AI spend attribution.

Cloptima vs Portkey

Compare Cloptima and Portkey (Prisma AIRS AI Gateway) for AI gateway governance, guardrails, budgets, MCP tool control, and AI spend attribution.

Cloptima vs Helicone

Compare Cloptima and Helicone for AI gateway governance, guardrails, budgets, LLM observability, and AI spend attribution.

Cloptima vs Langfuse

Compare Cloptima and Langfuse for AI governance, guardrails, budgets, LLM observability, prompt management, and AI spend attribution.

AI Gateway vs AI FinOps

Understand the difference between AI gateway operations and AI FinOps control planes for model spend governance.

Cloptima vs OpenRouter

Compare OpenRouter's multi-model access and team guardrails with Cloptima's governed AI gateway: policies, guardrails, budgets, BYOK, tool control, and spend attribution.

Cloptima vs Cloudflare AI Gateway

Compare Cloudflare AI Gateway's edge proxy, guardrails, and spend limits with Cloptima's governed AI gateway: policies, data protection, tool control, budgets, and spend attribution.

Cloptima vs Bifrost

Compare Cloptima and Bifrost (Maxim AI) for AI gateway governance, guardrails, MCP tool control, budgets, and spend attribution.

Cloptima vs Kong AI Gateway

Compare Cloptima and Kong AI Gateway for LLM governance, guardrails, budgets, MCP tool control, and AI spend attribution.

Cloptima vs TrueFoundry

Compare Cloptima and TrueFoundry AI Gateway for AI governance, guardrails, budgets, MCP tool control, and spend attribution.

Solutions

By team

FAQ

Questions teams ask

Put your first governed call through in five minutes

Point your SDK at the gateway, bind a policy, and watch the first call land on the ledger.

No credit card required
5-minute setup
Free plan