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Developer tools

Code to Flow: review, pricing, data and alternatives

Code to Flow lets people analyzing programs turn code into flowcharts and explain program logic. It also creates sequence or class diagrams that users can edit and download. A free tier exists; the first paid plan costs $9.99 per month. Access and transparency score: 46/100, #28 of 31 in its category.

Free tierHosting not disclosed

What is Code to Flow?

Code to Flow lets people analyzing programs turn code into flowcharts and explain program logic. It also creates sequence or class diagrams that users can edit and download.

According to its documentation, Code to Flow lets you:

  • turn code into a flowchart
  • explain a program's logic
  • create sequence or class diagrams
  • edit generated diagrams
  • download diagrams

We file it under Developer tools, the category of tools to test, document and ship software, and it also overlaps with aI coding assistants. The category lists 31 verified tools on this site.

The service launched in 2024.

Who is it for?

It is mostly useful to these profiles: developers, students, and teachers. The need it covers is simple to state: test, document and ship software.

Code to Flow is a good candidate if:

  • you want to try before paying

The best test is a concrete case from your daily work: if the tool does not beat your current method within a week, move on to an alternative.

How much does Code to Flow cost?

Pricing model: freemium (limited free use, then paid). A free plan is offered, usually limited in volume or features.

The first paid plan costs $9.99 per month (Monthly, unlimited access; a lifetime purchase is also offered at USD 66.99), according to the pricing page, checked on October 24, 2026.

Per month, that is cheaper than the category median ($16.99 per month, based on tools with a published price).

CredytCredyt : $1$1SQLAI.aiSQLAI.ai : $9$9Code to FlowCode to Flow : $9.99$9.99ArtificialWatchArtificialWatch : $12$12ChatWithCloudChatWithCloud : $15.83$15.83No-Code ScraperNo-Code Scraper : $16.99$16.99PagerlyPagerly : $19$19CodeflashCodeflash : $20$20HyperbrowserHyperbrowser : $30$30Artificial AnalysisArtificial Analysis : $417$417
First paid plan, per month (dollars or euros, annual plans divided by 12). Sample of 12 tools out of 19.

To estimate what the same work would cost done directly with an AI model, use our API price calculator. Prices change often: always check the official site before subscribing.

Data and privacy

The publisher does not clearly state where data is hosted. Assume your content may leave your region.

For professional use, check that a data processing agreement (DPA) is offered, and do not send customers' personal data or confidential documents without one.

Exporting your content: yes (details on the official site). Being able to get your data back makes switching tools easier later.

Three habits apply to every AI tool:

  • turn off the use of your content for training if the option exists
  • use a work account separate from your personal account
  • review everything the tool produces before publishing or sending it

Platforms, languages and API

Code to Flow runs on: web browser.

Interface languages: English.

API availability is not documented.

How we scored it

Our 46/100 score does not judge output quality: it measures what can be publicly verified about access to the tool, its openness and how far the publisher can be trusted.

Code to Flow score breakdown
CriterionPointsWhat counts
Access25/30free tier, published price, French interface
Openness10/30API, data export, open code
Trust11/40identified publisher, declared hosting, age, presence in reference lists
FirecrawlFirecrawl : 8383LMQLLMQL : 8181KeployKeploy : 7878Jina ReaderJina Reader : 7373MetorialMetorial : 7373MintlifyMintlify : 7171MetatronMetatron : 6868PagerlyPagerly : 6868HyperbrowserHyperbrowser : 6363RepomixRepomix : 6363Code to FlowCode to Flow : 4646
Code to Flow ranks #28 of 31. The category's top ten are shown.

The full calculation is explained on our method page.

Comparison with alternatives

Code to Flow against other tools in the developer tools category:

Comparison within the category
ToolFreeEntry priceAPIScore
Code to FlowYes$9.99 per month–46
FirecrawlYes$16 per monthYes83
LMQLYesnot publishedYes81
KeployYes$19 per monthYes78
Jina ReaderYes$50 pay as you goYes73
MetorialYes$250 per monthYes73
MintlifyYes$450 per monthYes71
MetatronYesnot publishedYes68

Verdict

Code to Flow publishes little verifiable information: look at the better-scored alternatives first.

Strengths

  • Free tier to try it
  • Cheaper than its category median

Limitations

  • Data hosting not disclosed

Avoid if…

  • You handle sensitive personal data without a processing agreement

Frequently asked questions

Is Code to Flow free?

Yes, a free plan exists, with usage limits. The first paid plan costs $9.99 per month.

Where is Code to Flow data stored?

The publisher does not clearly say so in its public documentation.

Does Code to Flow have an API?

It is not documented.

What are the alternatives to Code to Flow?

In the same category: Firecrawl, LMQL, Keploy, and Jina Reader.

Code to Flow or Firecrawl: which one to choose?

Code to Flow starts at $9.99 per month, Firecrawl at $16 per month and our score is 46/100 for Code to Flow and 83/100 for Firecrawl. Try both on the same task before paying.

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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score