Costura
Actively maintained
- Is it safe? We have not read the data policy of Costura yet. Read it on the official site before you upload anything.costura.ai ↗
- Is it free? We have not read the prices of Costura yet; they are next in our queue. Until then, the official site has them.costura.ai ↗
- What else does this?
Experiential Labsfree
ZopDev
AI SpendOpsfreeSee ↓
not read yet
Use
- For
- Teams and finance or engineering leads tracking spend across multiple AI provider accounts and seats.
- Activity
- Actively maintainedrelease yesterday · site updated 2 weeks ago
- How it runs
- Self-hosted
- Used for
- Explain why AI provider spend rose each week
- Find API keys that have no owner or spend limit
- Reconcile AI spend against each provider's own billing report
- Publishes llms.txt, a file written for AI assistantscostura.ai ↗
- Launched on Product Hunt on Oct 20, 2026Product Hunt ↗
Figure and bar: visits/mo, estimate · year: online since
- #1
Experiential Labs
Open-source gateway forwarding requests from a single endpoint to many model providers, billed at each provider's own rate.
47ActiveFrom $20/mo - #2
ZopDevMCP · sign-in
Provisions, deploys, and optimizes cloud infrastructure with cost governance and team accountability.
70Active2024 - #3
AI SpendOps
Tracks AI API costs across 16 LLM providers, attributes spending by team and feature, enforces budgets and model policies.
10ActiveFrom ≈ $39/mo - #4
CostoryMCP · sign-in
Connects Claude, Cursor or Codex to normalized AWS, GCP, Azure, Datadog and OpenAI cost data, correlating spend with deploys and metrics.
41ActiveFrom ≈ $280/mo - #5
LevelFourMCP · sign-in
Reads AWS, GCP, Azure and Kubernetes billing through read-only API access to allocate spend by team and surface verified savings.
7ActiveFrom $599/mo
Not it? Say what you need
betaThree tools from the Atlas for the job you describe, each with what fits and what does not.
No notes yet. What do you use Costura for?
Sign in to leave a noteWhat is Costura?
Reads read-only billing data from AI providers and rolls up API key and seat spend by person. It is listed in the Atlas under Developer tools.
Who is Costura for?
Teams and finance or engineering leads tracking spend across multiple AI provider accounts and seats.
Do people use Costura?
Little sign of use.
Is Costura still maintained?
Actively maintained: release yesterday · site updated 2 weeks ago.
What are alternatives to Costura?
In Developer tools, by use: Experiential Labs, ZopDev, AI SpendOps, Costory, LevelFour.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.
How we read every tool → · By INITE Atlas Desk
Before we count this visit
Analytics and ad measurement tell us which pages and which of our ads do their job: Google Analytics and Google Ads, the Meta pixel, Yandex Metrica, and one first-party id of our own. Nothing is stored until you answer, and declining changes nothing about the site.