Latest from the blog

Deep dives, release notes, and ideas from the CostGraph team on cloud cost optimization and infrastructure efficiency.

CostGraph and Cencori

CostGraph launches support for Cencori

Bring Cencori model usage into CostGraph to understand AI spend alongside the compute, databases, and other services behind your applications.
The CostGraph logo mark rebuilt from the LiteLLM, Envoy AI Gateway, agentgateway, vLLM and Apache APISIX logos with white and blue dots on a dark background.

How to meter and price every token type per customer from your AI gateway

Attribute AI gateway usage to your customers, split it into input, output and cache tokens, and send each to its own priced meter in Stripe, Metronome, Orb and more.
SOC 2 Type II badge monitored by Comp AI on a dark blue background

CostGraph is now SOC 2 Type II compliant

CostGraph has successfully completed its SOC 2 Type II examination, giving customers independent evidence to support their security reviews.
A blue cost chart and alert bell connected to a team chat card on a charcoal background.

Preventing cost abuse with CostGraph and Slack

Use cost attribution and alert routing to get unexpected infrastructure spend to the team that can act on it.
An isometric GPU split into blue and purple partitions, each connected to its own workload cube.

how do MIGs on Kubernetes work?

How MIG partitions a GPU, how Kubernetes allocates it, and how isolation differs from time-slicing.
DigitalOcean and CostGraph partnership

CostGraph becomes a DigitalOcean partner

We can help you obtain and negotiate better rates for your DigitalOcean bill, alongside our cost visibility and rightsizing recommendations.
Tetris in d dimensions: packing pods by size strands memory across 4 nodes, fitting each pod to the hole left fills 3 nodes completely.

Tetris in d dimensions: how we rightsize Kubernetes nodes

Node rightsizing is vector bin packing. How CostGraph sizes pods from real usage, checks every placement against the scheduler, and packs with geometric heuristics instead of first fit decreasing.
A bottle of invisible ink spills over a blue pipeline, making the rest fade into the paper.

Building invisible pipelines with GitOps

How we use GitOps and Argo CD to make our deployment pipelines invisible and help us ship faster.
Compare GPU infrastructure options across clouds before deploying, with CostGraph, Infracost, and GitHub Actions.

Compare GPU infrastructure costs before you deploy

Track the cost impact of your Terraform with the CostGraph GitHub Action.
GPU fleet connected to models and workloads: track, attribute, and rightsize.

Know where your GPU spend goes

Track your GPU fleet, connect accelerators to workloads and model serving, and find capacity worth reclaiming with CostGraph.
Migrating from OpenCost to CostGraph

Migrating from OpenCost to CostGraph

CostGraph is now a drop-in replacement for OpenCost: keep the clients you built on the OpenCost API, cover the bills outside the cluster, and answer the same questions with the CostGraph CLI.
The CostGraph CLI

Bringing CostGraph to the CLI

CostGraph announces early access to the CostGraph CLI.
CostGraph and Stripe

CostGraph launches support for Stripe

Our first export integrations send data out instead of in. CostGraph now reports each customer's attributed cloud spend to a Stripe billing meter every night, so infrastructure costs land on the invoice as line items.
CostGraph and Autumn

CostGraph launches support for Autumn

CostGraph now exports tenant compute usage as billable meters to Autumn, so usage-based SaaS can bill on the same container, runtime, CPU, and memory data they use to monitor costs.
CostGraph launches virtual tags

CostGraph launches virtual tags

Tag any resource CostGraph has indexed without touching your infrastructure. Write rules once, describe them in plain English with Graph AI, and see who tagged what.
CostGraph and Depot

CostGraph launches support for Depot

CostGraph now imports Depot container-build, GitHub Actions runner, storage, and sandbox usage, so CI spend sits next to cloud and infrastructure costs, with cache minutes saved visible alongside minutes billed.
CostGraph and OpenRouter

CostGraph launches support for OpenRouter

CostGraph now imports OpenRouter activity data, so teams can analyze model spend by model, upstream provider, and endpoint alongside their cloud and infrastructure costs.
CostGraph and Google Cloud

CostGraph launches support for Google Cloud costs

CostGraph now ingests Google Cloud billing data from the FOCUS and Detailed usage cost exports in BigQuery, reconciling allocated and unallocated costs against your invoice with keyless access via Workload Identity Federation.
CostGraph and AWS

CostGraph launches first-class support for AWS

CostGraph now ingests AWS cost and usage data from a FOCUS 1.2 Data Export, preserving Savings Plans and Reserved Instance attribution, and reconciling allocated and unallocated costs against your invoice.
CostGraph and PlanetScale

CostGraph launches support for PlanetScale costs

CostGraph now imports PlanetScale invoice line items and database metadata, normalizing PlanetScale spend into the same cost model as your cloud and Kubernetes costs.
Illustration for If no one is looking at dashboards, what's next for the future of interfaces?

If no one is looking at dashboards, what's next for the future of interfaces?

If no one is looking at dashboards, what replaces them? Notes on on-demand interfaces, MCP, and where we are taking CostGraph next.
Comparison of the best Kubernetes cost optimization tools for 2027

10 Best Kubernetes Cost Optimization Tools for 2027

Compare 10 Kubernetes cost optimization tools for 2027 by cost allocation, rightsizing, automation, and operational fit. Build your shortlist.
Prometheus recording and alerting rules

Prometheus Rules

Prometheus rules. What they are, why they exist and how we use them.
Open sourcing our Prometheus remote-write client

Open Sourcing Our Prometheus Client

Why we built our own Prometheus remote-write client for the CostGraph agent — and why you might want to use it too.
A three-state traffic light finite state machine cycling Red, Green, and Yellow, with an emergency transition back to Red

Distributed systems at Baseline: State Machines

How we applied state machines to solve complex live migration challenges at Baseline.

Questions, answered

The things people ask before connecting a provider.

A cloud cost platform that works from your actual bill. It ingests FOCUS billing data, reconciles it to your invoice, attributes every dollar to teams and workloads through virtual tagging, and puts GraphAI on top to find, explain, and fix waste.

Got any more questions? Contact us.

Put your bill to work

Connect a provider, watch your spend attribute itself, ask GraphAI where the money’s going.