CostMyAI - AI cost forecasting for teams – scale pricing

CostMyAI is a Instant Launch listing on Launch Llama with 13 total upvotes across 2 founder supporters, founded by CostMyAI who joined in May 2026, compared against 6 alternatives.

Key Features

• 315+ AI models/53+ major providers tracked Pricing synced every 6 hours from official sources

About

AI model costs vary by 150x. The gap between the cheapest and most expensive AI model for an identical workload is not 10%. It is not 2x. It is 150x. Most founders, CTOs, and enterprise AI teams discover this at the worst possible moment. After they have committed to a stack. After they have set their pricing. After growth has turned a manageable infrastructure cost into a structural margin problem. CostMyAI was built to close that gap before it opens. WHAT COSTMYAI DOES CostMyAI is the world's first business-first AI provider verdict platform. Not a token calculator. Not a developer pricing table. A business-first forecasting and verdict engine that answers the question every AI team should ask before they build: "What does this actually cost at scale?" You input your product type, your users, your revenue model, your ARPU, and the AI capability your product needs. CostMyAI outputs your AI infrastructure cost today, at 10x growth, and at 100x growth. Your cost per user. Your infrastructure burden as a percentage of revenue. Your breakeven ARPU. Your business risk classification. And the exact model you should be running instead if you are overbilling yourself. In 60 seconds. Free. No signup required. THE DATA 315+ AI models tracked. 53+ infrastructure providers monitored. Pricing synced every 6 hours from official provider documentation. Not estimates. Not cached data from 6 months ago. Live. Verified. Updated continuously. Providers covered: OpenAI, Anthropic, Google, Mistral, DeepSeek, Meta, Cohere, Qwen, and 44+ more. THE NUMBER THAT SURPRISES EVERY TEAM AI infrastructure runs 8% to 35% of revenue at scale across AI SaaS products. Most teams model 0%. The average AI cost underestimation is 10x to 100x. Not because teams are careless. Because nobody built a tool that made the number visible before the invoice arrived. CostMyAI makes it visible. WHO IT IS FOR Founders building AI-powered products who need to know if their unit economics survive at scale before they write the first line of code. CTOs and VPs of Engineering managing AI infrastructure costs across multiple teams, models, and providers. Enterprise teams running AI rollouts who need a business case, not a pricing page. Consultants and agencies advising clients on AI strategy who need defensible cost models, not spreadsheet estimates. Product managers and finance leads modeling AI feature costs against revenue targets. WHAT MAKES IT DIFFERENT Every other AI pricing tool is built for developers. CostMyAI is built for the person who owns the budget. The business-first calculator takes your business inputs — users, ARPU, growth stage, revenue model, AI ambition — and returns business outputs: margin impact, breakeven, risk classification, optimization opportunity. The recommendation engine scores every model across 12 dimensions: cost, quality, speed, scale efficiency, use case fit, reasoning fit, context fit, cache efficiency, margin impact, latency, batch suitability, and tokenizer inflation. Then it tells you exactly which model to run and how much you save by switching. The methodology is fully published at costmyai.com/methodology. Nothing is a black box. PRICING Free tier: full calculator access, no signup required. Pro: saved forecasts, PDF exports, advanced reports. Team: collaborative forecasting for engineering and finance teams. API: programmatic access to the full pricing database for developers and data teams. Founding Member pricing is live now for the first cohort. THE SMARTEST WAY TO BUILD WITH AI. → costmyai.com

Who it is for

CostMyAI is built for founders, CTOs, and enterprise teams who need to know what AI infrastructure actually costs before they commit to a stack.

• Founders building AI-powered products CTOs and VPs of Engineering managing AI in

Use Cases

• Run your AI infrastructure cost in 60 seconds Model costs at 1x, 10x, and 100x scale Compare 315+ models/53+ providers Find the cheapest model for your spe

Pricing

Verdict

CostMyAI is the world's first business-first AI provider verdict platform. Most teams building with AI have no idea where their infrastructure costs sit on the 150x range between cheapest and most expensive. CostMyAI closes that gap before growth makes it a structural cost problem. Free to use. No token knowledge required. The smartest way to build with AI.

FAQ

Alternatives

• AI Automation Cost Calculator

  For founders: AI Automation Cost Calculator estimates project costs in seconds so you scope AI workflows and budgets before committing resources.

• ConsultKit

  For AI consulting firms: ConsultKit automates your entire sales funnel with an AI agent that qualifies leads, runs audits, and closes deals 24/7.

• UnitPay

  For AI founders: UnitPay handles usage-based billing and cost tracking so you prove customer ROI and scale revenue without building monetization.

• AICostPass

  For agencies: AICostPass tracks AI API spending per client across OpenAI and Anthropic so you bill accurately and maximize margins.

• Experiential Labs

  For AI teams: Experiential learns from your traffic to cut costs, recommend better models, and train a specialized model you own.

• Guickly - AI measurement layer

  For enterprise leaders: Guickly tracks every AI tool and agent across your company so you know exactly what each costs and what it returns.

2 founders contributed 13 upvotes to CostMyAI on Launch Llama.

Reviews

2 comments

Ask AI

ChatGPT Claude Perplexity Grok

For agents

llms.txt · llms-full.txt · ai.txt · Live fact sheet · Full catalog (.md) · Endpoint index · API spec · REST access · Agent server · Server manifest · Server discovery