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Developer Tools · head to head

Deep Code vs Ping Identity

Deep Code logo

Deep Code

Developer Tools

Desktop AI coding assistant that runs on DeepSeek models

From
Free
Free plan
Yes
Full reviewWebsite
Ping Identity logo

Ping Identity

Cybersecurity

Enterprise identity for workforce and customers, with a 5,000 user floor

From
$3/month
Free plan
No
Full reviewWebsite

The short version

  • Only Deep Code has a free tier, so it costs nothing to try first.
  • Each has a real cost: 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.; Ping Identity workforce pricing carries a 5,000 user annual minimum, so an organisation with 800 staff pays for 5,000 and the effective per user cost is over six times the list rate.
  • They diverge on capability: Deep Code covers DeepSeek-backed agent, Ping Identity covers Single sign-on.
  • Prices and features above were last checked on 15 September 2026.

Where they differ

Only the attributes on which Deep Code and Ping Identity actually diverge.

Attributes where Deep Code and Ping Identity differ
AttributeDeep CodePing Identity
Starting priceFree$3/month
Pricing modelfreemiumPer user per month
Free tierYesNo
PlatformsWindows, macOS, LinuxWeb, Linux, Windows
CategoryDeveloper ToolsCybersecurity

Identical on both: user rating (Not yet rated).

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 Ping Identity

  • Single sign-on
  • Adaptive MFA
  • Identity orchestration
  • API access management
  • Directory services
  • Flexible deployment
  • ForgeRock capabilities

What people use each for

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

Deep Code

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

Ping Identity

  • A bank that must keep identity data on premises in one country while running SaaS identity elsewherenot Deep Code
  • An airline or telco with tens of millions of customer identities needing a directory that holds that scalenot Deep Code
  • An enterprise assembling authentication journeys that call several external verification and risk vendorsnot Deep Code
  • An existing ForgeRock customer deciding what its upgrade path looks like under Ping ownershipnot 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.

Ping Identity

  • Workforce pricing carries a 5,000 user annual minimum, so an organisation with 800 staff pays for 5,000 and the effective per user cost is over six times the list rate.
  • Adaptive multi-factor authentication is in the Plus tier only, doubling the per user price for a capability many buyers assume is standard in a modern identity platform.
  • ForgeRock no longer exists as an independent product, so customers who chose it specifically to avoid Ping now face a roadmap set by the vendor they did not pick.
  • Thoma Bravo ownership across both merged companies means the commercial priority is margin, and buyers report firmer renewal negotiations than they saw before 2022.
  • The portfolio has overlapping components from three product lineages, so scoping a deployment requires vendor architects and the licensing conversation is more complicated than the price list implies.

Pricing, plan by plan

Deep Code

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

Ping Identity

$3/month
  • PingOne for Workforce Essential$3/month
    • Minimum 5,000 users billed annually
    • Single sign-on and directory services
    • OAuth 2.0, OpenID Connect, SAML and SCIM
  • PingOne for Workforce Plus$6/month
    • Minimum 5,000 users billed annually
    • Everything in Essential
    • Adaptive multi-factor authentication
  • PingOne for Customers Essential$35000/year
    • Flat annual fee
    • No-code identity orchestration
    • Unified customer profiles
  • PingOne for Customers Plus$50000/year
    • Flat annual fee
    • Everything in Essential
    • Adaptive MFA and device management

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 Ping Identity if

  • You need single sign-on.
  • You work on Web, Linux, Windows.
  • You also want adaptive mfa.
Ping Identity review

Questions people ask

Is Deep Code or Ping Identity better?
Neither clearly leads. Deep Code starts at Free and Ping Identity at $3/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Deep Code or Ping Identity?
Deep Code has a free tier; the other does not. Paid plans start at Free for Deep Code and $3/month for Ping Identity.
Does Deep Code or Ping Identity run on more platforms?
Deep Code runs on Windows, macOS, Linux. Ping Identity runs on Web, Linux, Windows.
Can I use Deep Code for free?
Yes. Deep Code has a free tier, so you can try it without paying. Ping Identity starts at $3/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 Ping Identity is typically brought in for.
What can Deep Code do that Ping Identity cannot?
Deep Code covers DeepSeek-backed agent, Session management, File explorer, Snippets panel. Ping Identity covers Single sign-on, Adaptive MFA, Identity orchestration, API access management.

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
Ping Identity: Can I still buy ForgeRock?

Not as a separate product. Ping acquired ForgeRock in 2023 and the capabilities are sold within the Ping portfolio. Existing customers should ask about the specific migration path for their components.

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
Ping Identity: What is the real minimum spend?

PingOne for Workforce Essential is 3 USD per user per month with a 5,000 user annual minimum, so roughly 180,000 USD a year before anything else.

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
Ping Identity: Is MFA included?

Basic authentication policies are in Essential. Adaptive MFA and passwordless require the Plus tier at 6 USD per user per month.

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
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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