Amberflo is a metering and monetization platform for tracking AI/cloud costs, usage-based billing, and an AI Gateway across 1,500+ LLM models.
Category
Finance
Pricing
Free trial + paid plans, from $99/month
Verified
Not yet
Last updated
July 18, 2026
Founded
2020
Headquarters
Santa Clara, California, USA
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Overview
Amberflo is a usage metering and monetization infrastructure platform founded in 2020 and headquartered in Santa Clara, California. It targets AI-native and SaaS companies that need to meter usage, control costs, and automate billing at scale, particularly around variable AI/LLM spend.
Key Features
Amberflo can ingest millions to billions of high-cardinality usage events in real time across services and customers, with FinOps-style cost tracking and governance tools such as Cost Guards and budgets to prevent overspend. Its AI Gateway provides a unified interface to more than 1,500 LLM models with automatic fallbacks and intelligent routing, alongside an Intelligent Model Router that optimizes model selection for cost and accuracy. It supports credits, usage-based, outcome-based, and hybrid billing models, and automates revenue recognition for compliance and audit readiness. Customer-facing dashboards give end users visibility into their own usage, costs, and invoices.
Pricing Overview
Amberflo does not publish pricing on its website. It offers a free trial, with paid plans presumably scoped to usage volume and features, available on request.
Key Features
Real-Time Usage Metering — Ingests millions to billions of high-cardinality events across services and customers in real time.
Cost Governance (Cost Guards & Budgets) — FinOps-level visibility and budget controls designed to prevent AI/cloud cost overspend.
AI Gateway — Unified interface to 1,500+ LLM models with automatic fallbacks and intelligent routing.
Intelligent Model Router — Optimizes LLM model selection for cost and accuracy.
Automated Revenue Recognition — Automates revenue schedules to support financial compliance and audit readiness.
Customer Usage Dashboards — Interactive dashboards for end customers to view their usage, costs, and invoices.
Pros & Cons
Pros
Purpose-built for the specific challenge of metering and monetizing AI/LLM usage
AI Gateway offers access to 1,500+ models with routing and fallback in one integration
Supports multiple modern monetization models (usage-based, outcome-based, hybrid)
Backed by significant venture funding ($20M+), suggesting ongoing product investment
Cons
No public pricing; requires contacting sales or starting a trial to learn costs
As a metering/billing infrastructure product, integration effort is likely nontrivial
Newer company (founded 2020) with less operating history than legacy billing platforms
Pricing
Free Trial Free for 30 days
Startups $99/month monthly
Growth From $599/month (tiered up to $1,499/month by request volume) monthly
Enterprise Custom / contact sales
Frequently Asked Questions
What does Amberflo do?
Amberflo is a usage metering and monetization platform that helps companies track, govern, and bill for usage-based costs in real time, with particular focus on AI/LLM spend.
What is Amberflo's AI Gateway?
It's a unified interface to more than 1,500 LLM models with automatic fallbacks and intelligent routing, plus a model router that optimizes for cost and accuracy.
Is Amberflo pricing public?
No, Amberflo does not publish pricing on its website, though it offers a free trial.
When was Amberflo founded?
Amberflo was founded in 2020 and is headquartered in Santa Clara, California.