Is Deep Code or Restate better?

Neither clearly leads. Deep Code starts at Free and Restate at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Deep Code or Restate?

Deep Code starts at Free and Restate at Free.

Does Deep Code or Restate run on more platforms?

Deep Code runs on Windows, macOS, Linux. Restate runs on Linux, macOS, Web.

Can I use Deep Code for free?

Both have a free tier, so you can try either at no cost before committing.

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 Restate is typically brought in for.

What can Deep Code do that Restate cannot?

Deep Code covers DeepSeek-backed agent, Session management, File explorer, Snippets panel. Restate covers Durable execution, Virtual objects, Single binary runtime, Multi-language SDKs.

Developer Tools · head to head

Deep Code vs Restate

Deep Code

Developer Tools

Desktop AI coding assistant that runs on DeepSeek models

From: Free
Rated: -

Full review Website

Restate

Developer Tools

Durable execution engine in Rust with a free tier and low-latency workflows

From: Free
Rated: -

Full review Website

The short version

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.; Restate the runtime is under a Business Source Licence rather than an open source licence, so building a competing managed offering on it is prohibited and some procurement functions will reject it on licence grounds alone.
They diverge on capability: Deep Code covers DeepSeek-backed agent, Restate covers Durable execution.
Prices and features above were last checked on 15 September 2026.

Where they differ

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

Attributes where Deep Code and Restate differ
Attribute	Deep Code	Restate
Pricing model	freemium	Per month by durable action count
Platforms	Windows, macOS, Linux	Linux, macOS, Web

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Developer Tools).

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 Restate

Durable execution
Virtual objects
Single binary runtime
Multi-language SDKs
Workflows and sagas
Restate Cloud

What people use each for

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

Deep Code

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

Restate

Payment or order flows where a crash between two external API calls must not double-charge or lose the ordernot Deep Code
AI agent loops that call tools over minutes or hours and must survive a deployment mid-runnot Deep Code
Replacing hand-rolled retry, idempotency key and outbox code across a set of microservicesnot Deep Code
A small team that wants durable workflows without operating a Temporal cluster and its databasenot 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.

Restate

The runtime is under a Business Source Licence rather than an open source licence, so building a competing managed offering on it is prohibited and some procurement functions will reject it on licence grounds alone.
Restate Cloud jumps from a free fifty thousand actions straight to 300 US dollars a month for twenty million, so a workload sitting at a few hundred thousand actions pays enterprise-shaped money for hobby-shaped volume.
It is a young project against Temporal’s established base, so hiring engineers who already know it is unrealistic and the answer to most questions is in the docs rather than on Stack Overflow.
The programming model requires structuring code around durable handlers and virtual objects, which is a genuine rewrite for existing services rather than a library you add.
The single-binary simplicity that makes small deployments cheap also means fewer operational knobs at very large scale than a system designed as separable components.

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

Restate

Free

FreeFree
- Fifty thousand durable actions per month
- No credit card required
- Community support
Starter$300/month
- Twenty million actions per month
- Two hundred actions per second, bursting to one thousand
- Twenty GB storage
Pro$1000/month
- Fifty million actions per month
- Five hundred actions per second, bursting to two thousand
- Fifty GB storage
Enterprise$undefined/year
- Negotiated volume
- Twenty-four seven P0 support
- 99.99 per cent SLA

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 Restate if

You need durable execution.
You want to start without paying.
You work on Linux, macOS, Web.
You also want virtual objects.

Restate review

Questions people ask

Is Deep Code or Restate better?: Neither clearly leads. Deep Code starts at Free and Restate at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Deep Code or Restate?: Deep Code starts at Free and Restate at Free.
Does Deep Code or Restate run on more platforms?: Deep Code runs on Windows, macOS, Linux. Restate runs on Linux, macOS, Web.
Can I use Deep Code for free?: Both have a free tier, so you can try either at no cost before committing.
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 Restate is typically brought in for.
What can Deep Code do that Restate cannot?: Deep Code covers DeepSeek-backed agent, Session management, File explorer, Snippets panel. Restate covers Durable execution, Virtual objects, Single binary runtime, Multi-language SDKs.

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

Restate: Is Restate open source?

The SDKs are MIT. The runtime is under a Business Source Licence, which permits self-hosting but not offering it as a competing service.

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

Restate: How does it compare with Temporal?

Same problem, different shape: one Rust binary with embedded storage instead of a server plus database plus workers, and lower per-step latency.

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

Restate: Is there a free tier?

Yes, fifty thousand durable actions a month on Restate Cloud with no card required.

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

Restate: Which languages are supported?

TypeScript, Java, Kotlin, Go, Python and Rust.

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

Deep Code vs Restate

Deep Code

Restate

The short version

Where they differ

What each one covers

Only in Deep Code

Only in Restate

What people use each for

Deep Code

Restate

Where each one falls short

Deep Code

Restate

Pricing, plan by plan

Deep Code

Restate

Which should you pick?

Choose Deep Code if

Choose Restate if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Deep Code

More on Restate

Keep looking

Other head to heads