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MarginWard VS Digraph.dev

Compare MarginWard VS Digraph.dev and see what are their differences

MarginWard

Gross margin per customer for AI SaaS

Rating
0 reviews
Alternatives Is it good?
Digraph.dev

AI marketing platform for brands.

No screenshot yet
Rating
0 reviews
Pricing
Freemium Free trial $99 / Monthly
Alternatives Is it good?
Sable by SubRosa
Sable is a multi-tenant compliance and vendor risk platform for MSPs and growing companies, backed by an in-house security team for pen testing, SOC monitoring and incident response. The platform and the people to act on it. sponsored

Which is more popular?

SaaS popularity
50% vs 50%
alternatives listed
13 vs 1

Base details

Website, pricing, platforms and company facts side by side.

MarginWard
Digraph.dev
Website marginward.com digraph.dev
Pricing
Official pricing
Freemium Free trial $99 / Monthly Official pricing
Platforms
Web SaaS REST API
—
Company Startup from France · 1 - 9 employees · 2026 Startup from the United States · 1 - 9 employees
Listed in
SaaS Analytics AI FinOps Developer Tools +2
SaaS Market Research Marketing Platform Marketing +1

About MarginWard and Digraph.dev

In their own words, as submitted to SaaSHub.

MarginWard
Digraph.dev

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.

Read more about MarginWard

Digraph is an AI marketing platform for brands. It brings together AI research, market intelligence, website and campaign analysis, specialist AI workflows, and marketer-led guidance to help teams understand what shapes buyer decisions and what to do next. Teams can measure how AI systems...

Read more about Digraph.dev

Features and specs

What each product offers, as listed by its team.

MarginWard 11 features
Digraph.dev 5 features
  • Gross margin per customer
    Joins your LLM cost with Stripe revenue to show the true gross margin of every customer.
  • Unprofitable-customer alerts
    Get pinged by email or Slack the moment a customer's token cost crosses the revenue they pay.
  • Customers to watch
    Your accounts ranked by worst margin first, each with a cost-vs-revenue gauge.
  • Margin by plan
    Gross margin grouped by Stripe plan, so you see which tiers actually make money.
  • LLM cost integrations
    Connect Langfuse, OpenRouter, or a simple ingest API to feed in per-customer token cost.
  • Read-only Stripe sync
    A restricted, encrypted, revocable read-only Stripe key, no write access to your billing.
  • Cost & margin history
    Track how LLM cost and margin per customer move over time (up to unlimited history).
  • Weekly margin digest
    A short email summary of your margins and any customer that turned red this week.
  • Model price overrides
    Override per-model token prices to match your real negotiated rates.
  • CSV export & API
    Export margins to CSV or pull them programmatically via the API.
  • Free margin calculator
    A no-signup tool to check any single customer's margin in seconds.
  • Developer-focused positioning
    The .dev domain and branding suggest a tool built for developers and technical teams, so its workflows are likely to fit engineering needs better than a generic product. I could not browse the site, so this is inferred from its positioning rather than confirmed.
  • Graph-based approach
    The name 'Digraph' (directed graph) suggests it models information as connected nodes and relationships. That kind of structure can make dependencies, ideas, or decisions easier to see than flat lists or documents. Confirm how the product actually uses this.
  • Modern, minimal presentation
    Newer developer tools tend to have lean interfaces and a focused feature set, which can mean a short learning curve and less clutter. I could not verify this for Digraph, so check it with a trial.
  • Potential for better organization and clarity
    If the tool works as the name suggests, visualizing relationships between items can improve shared understanding across a team. The benefit depends on how well the product is executed.
  • Early-stage responsiveness
    Smaller or newer products often respond quickly to user feedback and let users influence the roadmap. This is a general tendency and has not been verified for Digraph.

Analysis

An editorial look at what each product does well and who it suits.

MarginWard
Digraph.dev

Overall verdict

  • I don't have verified information about MarginWard (marginward.com), so I can't confirm whether it's a legitimate or good product/service. Before using it, I'd recommend researching independently through trusted review sites, checking regulatory status if it involves financial services, and looking for verifiable user feedback.

Why this product is good

  • I do not have reliable data or verified details about this specific website or service in my knowledge base
  • The name suggests it may be related to margin trading or financial services, which typically require regulatory verification
  • Without independent verification, I cannot confirm legitimacy, safety, or quality of the offering
  • Unverified financial platforms can carry risks including scams or unregulated operations

Recommended for

  • Not recommended without further independent research
  • Only consider using after verifying regulatory compliance if it involves financial or trading services
  • Suitable only for users who have independently confirmed legitimacy through trusted third-party reviews, regulatory bodies, or verified user testimonials
  • Exercise caution and consult financial advisors before engaging with unfamiliar trading or margin-related platforms

No analysis of Digraph.dev yet.

Videos

Walkthroughs and reviews on video.

MarginWard 1 video + Add
Digraph.dev 0 videos + Add

MarginWard — gross margin per customer for AI SaaS

No Digraph.dev videos yet. You could help us improve this page by suggesting one.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
MarginWard
Digraph.dev
50% 50%
SaaS
50% 50%
0% 0%
Marketing
100% 100%
100% 100%
Analytics
0% 0%
0% 0%
Marketing Platform
100% 100%

Questions & Answers

As answered by people managing MarginWard and Digraph.dev.

How would you describe the primary audience of your product?

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.

What makes your product unique?

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.

Why should a person choose your product over its competitors?

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.

What's the story behind your product?

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.

Which are the primary technologies used for building your product?

MarginWard's answer

Next.js, TypeScript, Supabase (PostgreSQL), Stripe, Vercel, Tailwind CSS, Resend, with Langfuse and OpenRouter integrations for LLM cost data.

User comments

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