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Developer Tools · head to head

Deep Code vs Reportz

Deep Code logo

Deep Code

Developer Tools

Desktop AI coding assistant that runs on DeepSeek models

From
Free
Free plan
Yes
Visit Deep CodeFull review
Reportz logo

Reportz

Business Intelligence

Per-dashboard marketing reporting at under ten dollars a client

From
$9.9/month
Free plan
No
Visit ReportzFull review

The short version

  • Deep Code has a free plan, then $5/mo; Reportz starts at $9.9/mo.
  • Only Deep Code lists DeepSeek-backed agent; only Reportz lists per-dashboard pricing.
  • Where Deep Code falls short: the Pro tier caps included usage at 100 Pro Credits per day rather than offering an unmetered plan.
  • Where Reportz falls short: there is no data modelling, SQL or warehouse layer, so cross-source analysis is limited to what the widget set already supports.
  • Prices and features on this page were last checked on 15 September 2026.

Where they differ

Only the attributes on which Deep Code and Reportz actually diverge.

Attributes where Deep Code and Reportz differ
AttributeDeep CodeReportz
Starting priceFree$9.9/month
Pricing modelFreemiumPer month by dashboard count
Free tierYesNo
PlatformsWindows, macOS, LinuxWeb
CategoryDeveloper ToolsBusiness Intelligence

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Deep Code

  • DeepSeek-backed agent
  • Session management
  • File explorer
  • Snippets panel
  • Voice input
  • Bring your own key

Only in Reportz

  • Per-dashboard pricing
  • Unlimited users
  • Public share links
  • White labelling
  • Template library
  • Scheduled reports
  • Custom KPI widgets
  • Client management

What people use each for

The jobs each tool is most often brought in to do.

Deep Code

  • AI-assisted coding on a budgetnot Reportz
  • Debugging and bug fixingnot Reportz
  • Refactoring existing codenot Reportz
  • Reusing prompt templates across projectsnot Reportz
  • Using an existing DeepSeek API key without proxy setupnot Reportz

Reportz

  • A five-person SEO agency reporting to twenty five clients that cannot justify several hundred dollars a month for reporting softwarenot Deep Code
  • A freelancer who needs one white-labelled dashboard per client and nothing elsenot Deep Code
  • An agency giving clients a live link instead of a monthly PDF, without buying client seatsnot Deep Code
  • A marketing team wanting a cheap always-on KPI screen fed from ad and analytics platformsnot Deep Code

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Deep Code

  • Model choice is narrow. Bring your own key covers DeepSeek-V4-Pro and Flash plus the GLM and Mimo coding plans, and no frontier model from OpenAI, Anthropic or Google
  • The Pro tier caps included usage at 100 Pro Credits per day rather than offering an unmetered plan
  • Bring your own key is a paid feature, so the free tier cannot be pointed at your own DeepSeek account
  • Desktop only, with no editor extension, web version or team seat management as of September 2026
  • A small, young vendor with no independent review coverage yet, so there is nothing outside the vendor's own site to corroborate the cost claim

Reportz

  • The connector library is smaller than the established agency reporting tools, and if a platform you report on is missing there is no practical route to getting it added
  • Four Dots is a small agency-owned business rather than a funded software company, so API breakages and platform changes can take longer to fix than at larger vendors
  • There is no data modelling, SQL or warehouse layer, so cross-source analysis is limited to what the widget set already supports
  • Per-dashboard billing means an agency that builds several views per client loses the headline price advantage quickly
  • Documentation and support are thin compared with larger competitors, and complex setups often need direct email support rather than self-service answers

Pricing, plan by plan

Deep Code

Free
  • FreeFree
    • Session management
    • File explorer and snippets panel
    • Voice input
  • Pro$5/mo
    • All Free features
    • 100 daily Pro Credits
    • BYOK across DeepSeek-V4-Pro, DeepSeek-V4-Flash, GLM Coding Plan and Mimo Coding Plan

Reportz

$9.9/month
  • Consultant$9.9/mo
    • Priced per dashboard
    • Unlimited users
    • Unlimited data sources
  • Agency$99/mo
    • Around ten dashboards at the same per-dashboard rate
    • Unlimited users
    • Custom domain
  • Enterprise$742.5/mo
    • 75 dashboards
    • Volume rate
    • Unlimited users

Which should you pick?

Choose Deep Code if

  • You need deepseek-backed agent.
  • You want to start without paying.
  • You work on Windows, macOS, Linux.
  • You also want session management.
Deep Code review

Choose Reportz if

  • You need per-dashboard pricing.
  • You also want unlimited users.
Reportz review

Questions people ask

Is Deep Code or Reportz better?
Neither clearly leads. Deep Code starts at Free and Reportz at $9.9/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Deep Code or Reportz?
Deep Code has a free tier; the other does not. Paid plans start at Free for Deep Code and $9.9/month for Reportz.
Does Deep Code or Reportz run on more platforms?
Deep Code runs on Windows, macOS, Linux. Reportz runs on Web.
Can I use Deep Code for free?
Yes. Deep Code has a free tier, so you can try it without paying. Reportz starts at $9.9/month.
What is Deep Code best used for?
Deep Code is most often used for ai-assisted coding on a budget, debugging and bug fixing, refactoring existing code, reusing prompt templates across projects. Of those, ai-assisted coding on a budget and debugging and bug fixing are not what Reportz is typically brought in for.
What can Deep Code do that Reportz cannot?
Deep Code covers DeepSeek-backed agent, Session management, File explorer, Snippets panel. Reportz covers Per-dashboard pricing, Unlimited users, Public share links, White labelling.

Answered from the vendors’ own pages

Deep Code: Which models does Deep Code run on?

DeepSeek V4 family models, with the vendor's headline built around DeepSeek V4.1. The free tier's included credits run on DeepSeek-V4-Flash. Paid users bringing their own key can also use DeepSeek-V4-Pro, the GLM Coding Plan and the Mimo Coding Plan.

Source
Reportz: What does Reportz cost?

9.90 US dollars per dashboard per month, with unlimited users and data sources on every tier.

Deep Code: What does Deep Code cost?

There are two tiers. Free is $0 per month and includes session management, the file explorer, snippets, voice input and weekly free credits on DeepSeek-V4-Flash. Pro is $5 per month and adds 100 daily Pro Credits plus bring-your-own-key support for multiple models.

Source
Reportz: Is there a free plan?

No, but there is a fifteen day trial with no card required.

Deep Code: Do I need my own API key to use it?

No. The free tier includes weekly credits and needs no credit card, so the app works without a key. Bring your own key is available on the $5 per month Pro tier and covers DeepSeek-V4-Pro, DeepSeek-V4-Flash, the GLM Coding Plan and the Mimo Coding Plan.

Source
Reportz: Who is behind it?

Four Dots, a digital marketing agency in Belgrade that built the tool for its own client reporting.

Deep Code: Which operating systems does it run on?

Windows, macOS and Linux. It is a desktop application rather than an editor extension, so it runs alongside whatever editor you already use.

Source
Reportz: Can clients view without a login?

Yes, dashboards can be shared as a public link under your own domain.

Deep Code: Is the 95 percent cheaper claim independently verified?

No. It is the vendor's own figure, based on DeepSeek token pricing against frontier model pricing. Actual savings depend on which model you compare against and how much of your usage falls inside the included credits.

Source
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