Machined vs Gadex: cluster generation or publish-ready content operation.

This page compares what each option delivers feature by feature. For the switching angle, see the Machined alternative page — this one is about what ships and what it costs.

Machined: free plan (15 articles/3 clusters) plus paid tiers, plus your own OpenAI API cost.

Gadex: scope and price set on a discovery call, with fact-checking and CMS prep included.

Compare API and review overhead, not just article count.

Machined: current product context.

AI content cluster and publishing tool

Machined’s own pricing page

Third-party figures checked . Vendors change pricing without notice — verify before deciding.

How we checked these figures

  • Every figure comes from Machined’s own public pricing or product page, linked above — not from a review site, an aggregator, or a competitor’s comparison table.
  • Figures are read from the vendor’s page on the checked date and quoted as published, in the vendor’s own currency and billing period. We do not convert, annualise, or re-band them.
  • We compare what each product does, not how well it does it. No benchmark, no scoring, no ranking — we have not run Machined against Gadex on the same task, so any claim that one performs better would be unfounded.
  • Gadex is the vendor writing this page. Read it as a positioned comparison and check the source before deciding. If a figure here is wrong or out of date, tell us at contact and we will correct it.
Pricing seen
Free plan available; business and agency plans use volume pricing, per Machined’s pricing page .
Fact
Machined requires users to provide their own OpenAI API key and pay for AI usage.
Fact
The free plan lists 15 articles per month and 3 content clusters per month.
Fact
Professional, business, and agency plans include CMS-oriented features such as WordPress and Webflow integration.
Gadex pricing
Managed programs start at $2,900 a month, with a $590 diagnostic to begin — see pricing for the full ladder. Scope is set per site, so treat the figure above as Machined’s own, not a like-for-like comparison.

Workflow comparison

Who owns each step: Machined vs Gadex

Workflow ownership comparison for Machined and Gadex A neutral workflow matrix compares who operates research, writing, claim checks, internal links, CMS preparation, and monitoring. It does not score or performance-test either option. WORKFLOW SUMMARY · VERIFY THE DATED SOURCES ON THIS PAGE WORKFLOW STEP Machined Gadex Research inputs Check source page Included in scope Writing workflow See vendor details Managed production Claim verification Not inferred from silence Named-source check Internal links See vendor details Prepared page by page CMS preparation See vendor details Metadata + handoff Monitoring See vendor details Measured separately Gadex authored this comparison. No winner score and no side-by-side performance test are claimed.
Read this as a workflow summary, not a performance score. Vendor-specific claims remain in the dated, linked research on this page; missing public evidence is not converted into a negative checkmark.
01

What Machined includes

Machined's free plan lists 15 articles and 3 content clusters a month. Professional, business, and agency tiers raise those limits and add CMS-oriented features like WordPress and Webflow integration.

Every tier requires your own OpenAI API key, so the all-in cost is the plan price plus your API usage.

02

What Gadex includes

Gadex doesn't charge for AI usage separately or require an API key — the program price covers gap analysis, source-checked drafting, metadata, internal links, and CMS handoff.

Scope and price are set on a discovery call rather than published as a self-serve tier.

03

Where the real cost comparison gets tricky

Machined's plan price looks lower on paper, but API usage is a variable cost on top of it, and someone still has to review cluster output before publishing.

Gadex's price is higher per article on average but is quoted as a full workflow cost, not a software subscription plus review labor.

04

Fact-checking: what's included where

Machined doesn't publish a fact-checking guarantee on its plans page — review is assumed to sit with the user.

Gadex checks claims against named sources inside the pipeline before a draft reaches your CMS, as a standard part of every article.

05

CMS integration side by side

Machined's paid tiers list WordPress and Webflow integration as features you configure.

Gadex prepares CMS-ready fields (title, meta description, slug, internal links) as part of the handoff for WordPress, Shopify, Ghost, Webflow, and custom CMSs.

06

Decision rule

If you want to own the API relationship and can absorb the review workload, compare Machined's tiers against your expected usage cost.

If you want one quoted price that already includes fact-checking and CMS prep, get a Gadex scope and compare it against Machined’s plan cost plus API usage plus review time.

Does Machined charge for AI usage separately?

Yes — Machined requires users to supply their own OpenAI API key and pay for that usage, in addition to the plan price. Gadex doesn't add a separate API cost; production is included in the scoped price.

How many articles does Machined include on the free plan?

Machined's free plan lists 15 articles and 3 content clusters per month, per its pricing page.

Which option includes CMS publishing support?

Machined's professional, business, and agency plans list WordPress and Webflow integration. Gadex includes CMS-ready metadata, internal links, and formatting notes with every article by default.