Carrot Labs
AI Cost Management: Track and attribute AI spend across every provider
Carrot Labs operates in b2b based in San Francisco, CA, USA.
Profile
The problem:
AI has quietly become one of the largest and fastest-growing line items for companies. Spend is scattered across a dozen provider consoles that each show one number at the end of the month and nothing about why it moved. There's no unified view, and no way to trace a dollar back to the customer, feature, team, or even the pull request that caused it.
Which customers are unprofitable once you subtract their AI costs? Which feature is quietly burning your Anthropic budget? Is this week's spike a runaway loop or real growth? How much did that AI-written PR actually cost to ship?
Today teams reverse-engineer answers by exporting CSVs from each provider and stitching them together in a spreadsheet, and by the time they do, the money is already spent.
What SuperPenguin does: SuperPenguin tracks AI spend across 14 providers (OpenAI, Anthropic, Google Gemini, Deepgram, ElevenLabs, AWS Bedrock, Azure, Modal, Cursor, OpenRouter, and more).
* Zero-code setup: connect an API key and costs sync automatically with model-level breakdowns, trends, and forecasts
* Per-request attribution: add two lines with our Python or TypeScript SDK to tag every AI call by customer, feature, team, or environment (or any other metadata).
* AI coding cost per PR: connect Cursor to see engineering spend attributed to each pull request, repo, and developer, so you know what it actually
Within the b2b space, the company focuses on its core offering rather than a broad product line.
The company is recorded as being based in San Francisco, CA, USA.
Its current recorded stage is Winter 2026.
Its team size is recorded as 2 employees.
Directory analysis
Carrot Labs provides an AI cost management platform that aggregates spend across multiple AI providers, offering visibility into spending by customer, feature, team, or pull request. The tool enables organizations to attribute and track AI expenses in real time, helping teams understand profitability and cost drivers. It is positioned as a unified dashboard for AI spend transparency in enterprise environments.
Positioning: Carrot Labs addresses a growing need for granular AI spend visibility in companies that use multiple AI services. Its solution competes in a niche market of cost attribution tools, offering detailed insights that can inform budgeting and resource allocation decisions.
Note: Carrot Labs helps teams trace AI costs back to specific development activities.
Auto-generated directory analysis from public data · updated 7 Oct 2026. Informational only, not investment advice.
| Sector | B2B |
|---|---|
| Headquarters | San Francisco, CA, USA |
| Country | USA |
| Employees | 2 |
| Stage | Winter 2026 |
Website: superpenguin.ai
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