vs Legacy FinOps tools

vs Legacy FinOps tools

Legacy observability FinOps are dashboarding products. Costory is a cost context layer.

Legacy observability FinOps are dashboarding products. Costory is a cost context layer.

Legacy observability FinOps are dashboarding products. Costory is a cost context layer.

Finout, CloudZero, DoiT, Cloudhealth and Cloudability ship a closed SaaS priced as a percentage of your cloud bill. Costory ships a flat-priced context layer that flows into Slack, MCP, BI, IDP, and the web app.

Finout, CloudZero, DoiT, Cloudhealth and Cloudability ship a closed SaaS priced as a percentage of your cloud bill. Costory ships a flat-priced context layer that flows into Slack, MCP, BI, IDP, and the web app.

Legacy FinOps

0.5 to 3% of spend (€50,000 to €300,000/yr on a €10M bill)

Weeks of onboarding, taxonomy project

Their dashboard is the surface

Rare or afterthought LLM coverage

No MCP, no agent access

Costory

€3,000 flat for up to €10M annual spend

30 minutes via Terraform

Slack, MCP, BI, IDP, web app

Native OpenAI, Anthropic, Bedrock, Cursor

MCP server with structured tools

The shape of the market

The model they were built for

Legacy assumes a 3 to 5 person FinOps team that lives in the tool. You don't have that team — you have one infra lead who got stuck with cost questions.

Side-by-side

Why choose Costory over legacy tools

Pricing


Legacy FinOps

Costory

Model

0.5 to 3% of cloud spend

€250/month flat

On a €2.4M bill

€12,000 to €72,000/yr

€3,000/yr

On a €10M bill

€50,000 to €300,000/yr

€3,000/yr

Sales cycle

Enterprise contract

Self-serve or 20-min demo


Setup and operations


Legacy FinOps

Costory

Setup time

Weeks, plus training

30 minutes via Terraform

Re-tagging project

Often required

Uses your existing tags

Allocation

Heavyweight config

80% automated from metadata

Ongoing ownership

Dedicated FinOps lead

Infra lead stays on roadmap


Where cost data lives


Legacy FinOps

Costory

Their dashboard

Primary surface

One surface among many

Slack

PDF export, weekly

Per-team digests, alerts in-channel

MCP

Not available

Structured tools, any MCP client

BI tools

Custom pipeline

Native PowerBI, Looker, Data Studio

IDP (Backstage)

Not available

Native

API for agents

Limited

First-class


Coverage


Legacy FinOps

Costory

AWS, GCP, Azure

Yes

Yes

Datadog billing

Sometimes

Yes

OpenAI, Anthropic, Cursor, Bedrock

Rare

Native

Event correlation

Limited

Deploys, pricing, traffic

Fair use

When legacy FinOps is the right call

You have a 5+ person FinOps team

A dedicated team with a mandate to run a tool day to day will use features our infra-first design doesn't prioritize.

Your bill is over €10M/year and you want bundled services

At that spend, 0.5% can buy you implementation services you'd otherwise hire for.

Procurement requires a closed SaaS

Some orgs need a single vendor-audited dashboard for compliance reasons. Legacy fits that brief.

Setup

Start using Costory in 30 minutes with Terraform

One terraform apply to connect every provider. Allocation runs on the tags you already maintain.

main.tf

Features

What replaces the workaround

Virtual dimensions

Allocation logic that layers on top of your existing tags, without a re-tagging project.

Event correlation

Deploys, pricing changes, and traffic spikes tied to cost movements at ingest.

MCP server

Structured tools across every provider, queryable from Claude, Cursor, or any MCP client.

Slack reports

Weekly per-team digests and drift alerts, delivered in channel.

Cost Explorer

Drill into any line, share a saved view, jump to the deploy that caused the spike.

BI exports

Native PowerBI, Looker, BigQuery. Your existing reporting keeps working.

Pay for the context layer, not the dashboards

€250 / month flat — up to €10M annual spend

No percentage of cloud spend

No enterprise sales call

No need to hire a FinOps team

FAQ

Frequently Asked
Questions

Frequently Asked
Questions

Frequently Asked
Questions

How secure is my data, and what exactly do you access?

Read-only on a single billing dataset per provider (AWS CUR, GCP BigQuery export, Azure SAS, Datadog usage, LLM usage). No application data, no PII, no production access. Costory runs on Google Cloud with encryption in transit and at rest, authentication via SSO (OAuth, or SAML on the Plus tier).

Full security and subprocessor list:

€250 / month, is that real?

My tags are inconsistent, do I need to clean them up first?

How fresh is the data, and can I use Costory for real-time alerts?

What if you don't natively support one of my data sources?

How secure is my data, and what exactly do you access?

Read-only on a single billing dataset per provider (AWS CUR, GCP BigQuery export, Azure SAS, Datadog usage, LLM usage). No application data, no PII, no production access. Costory runs on Google Cloud with encryption in transit and at rest, authentication via SSO (OAuth, or SAML on the Plus tier).

Full security and subprocessor list:

€250 / month, is that real?

My tags are inconsistent, do I need to clean them up first?

How fresh is the data, and can I use Costory for real-time alerts?

What if you don't natively support one of my data sources?

Ready to get started?

Costory makes sure you only spend time on FinOps when it matters, and gives you the answers to act fast.

Feels Familiar

Import your CSP and LLM provider metadata via Terraform.

Privacy & Security

No agents. No code. No sensitive data. Just billing and usage exports.

Try now, pay later

14-day free trial, then subscribe to a flat fee via credit card, GCP or AWS Marketplace.

Ready to get started?

Costory makes sure you only spend time on FinOps when it matters, and gives you the answers to act fast.

Feels Familiar

Import your CSP and LLM provider metadata via Terraform.

Privacy & Security

No agents. No code. No sensitive data. Just billing and usage exports.

Try now, pay later

14-day free trial, then subscribe to a flat fee via credit card, GCP or AWS Marketplace.

Ready to get started?

Costory makes sure you only spend time on FinOps when it matters, and gives you the answers to act fast.

Feels Familiar

Import your CSP and LLM provider metadata via Terraform.

Privacy & Security

No agents. No code. No sensitive data. Just billing and usage exports.

Try now, pay later

14-day free trial, then subscribe to a flat fee via credit card, GCP or AWS Marketplace.