Developer Tools · head to head
Deep Code vs March Networks

Deep Code
Developer Tools
Desktop AI coding assistant that runs on DeepSeek models
- From
- Free
- Free plan
- Yes

March Networks
Cybersecurity
Banking and retail video with transaction overlay, sold by a Canadian firm that changed from Chinese to Taiwanese ownership
- From
- On request
- Free plan
- No
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.; March Networks the ownership history is a live compliance question: Chinese-owned via Infinova from 2011, with a PRC government entity as controlling shareholder by January 2020, before the December 2021 sale to Delta Electronics of Taiwan, and any US federal or contractor buyer should expect to document that chain during a procurement review.
- They diverge on capability: Deep Code covers DeepSeek-backed agent, March Networks covers Command Enterprise.
- Prices and features above were last checked on 15 September 2026.
Where they differ
Only the attributes on which Deep Code and March Networks actually diverge.
| Attribute | Deep Code | March Networks |
|---|---|---|
| Starting price | Free | On request |
| Pricing model | freemium | quote |
| Free tier | Yes | No |
| Platforms | Windows, macOS, Linux | Windows, Web, iOS, Android |
| Category | Developer Tools | Cybersecurity |
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 March Networks
- Command Enterprise
- Searchlight
- Hybrid recording
- X-Series hybrid NVRs
- Health monitoring
- ATM and teller integration
- Retail loss prevention analytics
- Evidence export
What people use each for
The jobs each tool is most often brought in to do.
Deep Code
- AI-assisted coding on a budgetnot March Networks
- Debugging and bug fixingnot March Networks
- Refactoring existing codenot March Networks
- Reusing prompt templates across projectsnot March Networks
- Using an existing DeepSeek API key without proxy setupnot March Networks
March Networks
- A bank investigating a disputed ATM withdrawal who needs the clip for that transaction, not two hours of timelinenot Deep Code
- A credit union refreshing 200 branches in phases where analogue and IP cameras must coexist on one recordernot Deep Code
- A restaurant chain overlaying till exceptions on video across hundreds of locationsnot Deep Code
- A transit operator needing video retrieval from vehicles and stations without shipping terabytes over the networknot 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.
March Networks
- The ownership history is a live compliance question: Chinese-owned via Infinova from 2011, with a PRC government entity as controlling shareholder by January 2020, before the December 2021 sale to Delta Electronics of Taiwan, and any US federal or contractor buyer should expect to document that chain during a procurement review.
- NDAA compliance is stated at the product level and rests on American system-on-chip processors in the majority of cameras and in specific recorder lines, which means it must be confirmed per model rather than assumed across the catalogue.
- The platform is engineered around banking and retail workflows, so buyers outside those verticals pay for transaction integration they will never use and get a less developed general security experience than from a Genetec or Milestone.
- No pricing is published and everything is quoted through integrators, so a multi-hundred-site estate cannot be budgeted without a design exercise and there is no benchmark against which to test a quote.
- Hybrid recording means a recorder in every branch, which is hardware to install, monitor, service and eventually replace at every location, and that refresh cycle is a recurring capital event that cloud rivals avoid entirely.
Pricing, plan by plan
Deep Code
Free- FreeFree
- Session management
- File explorer and snippets panel
- Voice input
- Pro$5/month
- All Free features
- 100 daily Pro Credits
- BYOK across DeepSeek-V4-Pro, DeepSeek-V4-Flash, GLM Coding Plan and Mimo Coding Plan
March Networks
On request- Command Enterprise and Searchlight$undefined/year
- Per-recorder and per-channel licensing quoted through integrators
- Searchlight business intelligence licensed separately
- X-Series hybrid recorders purchased per site
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.
Choose March Networks if
- You need command enterprise.
- You work on Windows, Web, iOS, Android.
- You also want searchlight.
Questions people ask
- Is Deep Code or March Networks better?
- Neither clearly leads. Deep Code starts at Free and March Networks at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Deep Code or March Networks?
- Deep Code has a free tier; the other does not. Paid plans start at Free for Deep Code and On request for March Networks.
- Does Deep Code or March Networks run on more platforms?
- Deep Code runs on Windows, macOS, Linux. March Networks runs on Windows, Web, iOS, Android.
- Can I use Deep Code for free?
- Yes. Deep Code has a free tier, so you can try it without paying. March Networks starts at On request.
- 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 March Networks is typically brought in for.
- What can Deep Code do that March Networks cannot?
- Deep Code covers DeepSeek-backed agent, Session management, File explorer, Snippets panel. March Networks covers Command Enterprise, Searchlight, Hybrid recording, X-Series hybrid NVRs.
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.
SourceMarch Networks: Who owns March Networks?
Delta Electronics of Taiwan, which acquired it in December 2021 for 114 million US dollars. Before that it was owned by Chinese manufacturer Infinova, which by January 2020 had a PRC government entity as controlling shareholder.
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.
SourceMarch Networks: Is March Networks NDAA compliant?
The company states it is, citing American system-on-chip processors in the majority of its cameras and in its Command Recording Server bundles and X-Series hybrid NVRs. Verify per model, and expect the ownership history to be raised in a federal procurement review.
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.
SourceMarch Networks: What is Searchlight?
The layer that overlays ATM, teller and point of sale transaction data on video so investigators search by transaction rather than by time.
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.
SourceMarch Networks: Is video stored in the cloud?
No, it is hybrid. Video is recorded on a recorder at each site and only required clips move centrally, which is why it suits large branch estates on modest connections.
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.
SourceRelated pages
More on March Networks
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