
Gemini
ChatGPT
Claude AI
Perplexity.ai
OpenAI
Poe
DeepSeek
Grok
MarginWard
Helicone AI
Langfuse
Portkey
BareMetrics
ChartMogul
ProfitWell
MarginDash
MarginWard shows gross margin per customer for AI SaaS. It joins your LLM costs (Langfuse, OpenRouter, or a simple ingest API) with your Stripe revenue, flags customers who are unprofitable, and alerts you the moment one turns red. Free calculator, no signup. Paid plans from $29/mo.
Gemini
MarginWardGemini is highly recommended for businesses, educators, and individual users who want to enhance their productivity with a reliable, intuitive system. Itโs especially beneficial for users who are already using other Google products, as it offers seamless integration and a familiar interface.
MarginWard's answer:
Founders and teams building AI SaaS on flat or subscription pricing, products where LLM tokens are a real per-customer cost. From solo founders to small product teams who need their true unit economics, not just their MRR.
MarginWard's answer:
MarginWard is the only tool that joins your LLM costs with your Stripe revenue to show gross margin per customer. Cost-tracking tools show spend; revenue analytics show MRR, neither tells you which customers cost more than they pay. MarginWard does, and alerts you the moment one turns unprofitable.
MarginWard's answer:
Observability tools track your LLM spend but don't know your revenue; SaaS analytics track revenue but ignore token cost. MarginWard is built for the intersection, gross margin per customer, with alerts on unprofitable accounts. Read-only Stripe key, plugs into Langfuse/OpenRouter or a simple ingest API, set up in ~15 minutes. Flat pricing, never a percentage of your spend. There's also a free calculator, no signup.
MarginWard's answer:
MarginWard was built by a solo founder running his own AI SaaS. One month he realised his biggest customers were also his least profitable, burning more in LLM tokens than they paid, and Stripe never told him. So he built the tool he wished existed: the real margin of an AI product, customer by customer.
MarginWard's answer:
Next.js, TypeScript, Supabase (PostgreSQL), Stripe, Vercel, Tailwind CSS, Resend, with Langfuse and OpenRouter integrations for LLM cost data.
Based on our record, Gemini seems to be more popular. It has been mentiond 191 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Amazon Q Developer / Cline / Roo Code / Gemini / other: a few each. - Source: dev.to / 23 days ago
Driver = uc.Chrome(options=options) Driver.get("https://gemini.google.com") Input("Log into the browser window, then press Enter here to finish setup.") Driver.quit(). - Source: dev.to / 5 days ago
What helped a lot was using AI (strictly speaking, an LLM), specifically Googleโs Gemini (because Iโm too cheap to pay for Claude, especially for a personal project that I have no intention of making any money from). While I may write a follow-up blog post describing my experience, Iโll state briefly that AI saved me from having to read a lot of the documentation, read the tutorials, post questions to a mailing... - Source: dev.to / about 2 months ago
Go to gemini.google.com, select 3.5 Flash from the model selector, and test prompts manually. - Source: dev.to / about 2 months ago
Ah! I finally got you somewhat replicated! It's https://gemini.google.com , when you use the free model. Yeah, that's not even wrong! Don't know what to say. It didn't execute the prompt correctly at all. * https://gemini.google.com/share/6bd33176b27c. - Source: Hacker News / about 2 months ago
ChatGPT - ChatGPT is a powerful, open-source language model.
Helicone AI - Open-source LLM Observability for Developers
Claude AI - Claude is a next generation AI assistant built for work and trained to be safe, accurate, and secure. An AI assistant from Anthropic.
Langfuse - Langfuse is an open-source LLM engineering platform that helps teams collaboratively debug, analyze, and iterate on their LLM applications.
Perplexity.ai - Ask anything
Portkey - Build production-grade & reliable AI apps with Portkey