Dashboards that stop at "usage"
Provider dashboards show usage, but they rarely explain product ownership, engineering ownership, customer cost, or margin impact. Finance needs model spend in the same language as cloud and product economics.
Analytics
Know Which Models, Apps, and Teams Drive AI Spend
Cloptima turns raw LLM usage into finance-ready analytics across provider, model, engineering, and business dimensions.
app.cloptima.ai/llm/spend
app.cloptima.ai/llm/spend
One spend model, every ingest path
Gateway, SDK, OpenTelemetry, and import paths normalize usage into one model spend view. Cloptima then layers allocation, pricing, credits, and ownership context on top.
Break spend down by model and app
Break down spend by provider and model, compare development and production usage, find high-cost apps, and identify unowned usage that needs attribution cleanup.
Built to combine, not replace
The analytics model is built to combine direct gateway usage, telemetry ingest, and cloud ownership dimensions without forcing every app through a single migration path.
Comparisons
How the Cloptima gateway compares
Cloptima vs LiteLLM
OpenAI-compatible gateway routing vs. full FinOps control plane, attribution, and hot-path team budget limits.
Cloptima vs Portkey
Routing and guardrails vs. pre-flight budget enforcement, finance ledger, and p95 up to 13ms end-to-end latency.
Cloptima vs Cloudflare AI Gateway
Edge proxying vs. enterprise attribution, team quota enforcement, and cost reporting.
Cloptima vs Helicone
LLM observability logs vs. active request-path budget controls, response caching, and unit economics.
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.
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5-minute setup
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