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  1. Home
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  3. Code Metal
Logo of Code Metal

Code Metal

byCode Metal
in Code Modernization Tools
4.0

Overview

Product Information on Code Metal

Updated 13th October 2025

What is Code Metal?

Code Metal is a software designed to streamline and automate code generation, code analysis, and development workflows for engineering teams. The software applies artificial intelligence to interpret requirements and convert them into structured, maintainable code across multiple programming languages. It integrates with popular development environments and version control systems to facilitate collaboration and code review processes. Code Metal addresses the business problem of accelerating software delivery cycles, reducing manual coding effort, and minimizing errors in application development. By supporting extensible architecture and configurable workflows, the software enables organizations to enhance productivity and maintain project quality standards across distributed teams.

Code Metal Pricing

Overall experience with Code Metal

QA Engineer
<50M USD, Real Estate
FAVORABLE

“Well Structured Modules in Code Metal Support Comprehensive Software Testing Workflows”

5.0
Jan 12, 2026
As a Software Tester, my overall experience working with Code Metal has been positive and has been enriching from a software testing standpoint. This Platform provides a well structured environment that enables me to understand application work flow clearly and validate features effectively. The modular architecture clearly defines business logic and makes it easier to design comprehensive test cases. It is useful for performing functional, regression and integration testing.The modules in Code Metal such as Pricing sheets,milestones,billing and notifications allow testers to cover a wide range of real-world scenarios and edge cases, The system's frequent updates and enhancements encourage continuous learning and require close collaboration with Developers and product teams which helps improve overall product quality.
SOFTWARE DEVELOPER
3B - 10B USD, Insurance (except health)
CRITICAL

“Automates Complex Coding Tasks Yet Falls Short in Saving Developer Time”

3.0
Jul 16, 2025
It's pretty good at generative code, but there is definitely a learning curve with this product. I I can see it getting better with time. It was great for modernizing old code legacy systems. I also, liked that we can use the code of our choice.

About Company

Company Description

Updated 27th May 2025

“The future is already here. It's just not evenly distributed yet”

Company Details

Updated 27th May 2025
Company type
Private
Year Founded
2023
Head office location
Boston, United States
Number of employees
11 - 50
Website
https://codemetal.ai

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Key Insights

A Snapshot of What Matters - Based on Validated User Reviews

Reviewer Insights for: Code Metal

Code Metal Likes & Dislikes

Like

Code-Metal had well structured modules like Pricing,Billing,Inventory,Milestones) which makes it easier to understand the workflows and design effective test-cases. It helps in Validating real time scenarios, edge cases and complex combinations which improves the overall test coverage. This enables smooth end-to-end testing across different stages like booking, payment schedules, billings etc. Frequent enhancements and updates provide strong opportunities for regression testing.Input validation and system driven rules allow testers to verify both positive and negative scenarios. It improves close interaction between developers and product team effectively.By using Code Metal, issues can be mapped to specific modules or configurations making root cause analysis easier.

Like

It does a good job, especially on the edge and legacy code. I've mostly been using it to help write new code that we have been putting off. It also does a great job of putting more complex development tasks into automated, self-correcting processes.

Like

I used this for many benefits in my ongoing work. I liked this product because: (i) It effectively updated and optimized the older code databases and made it efficient to use for me. (ii) It allowed made the codes more advanced by adding new features like build-in checks which is the latest requirement in our work for cross-verification of features. (iii) I found this as scalable at different levels of production. It also enables reuse of common code for our different design architectures which is our requirement to save our time and make our work more productive.

Dislike

The Complex configuration across modules makes it time consuming to cover all possible combinations and edge cases. Changes in one module increases regression testing.Continuous enhancements requires validation of existing features very often. Some scenarios require clarification due to evolving or incomplete requirements, which may delay testing. Certain complex scenarios require manual validation, making full automation coverage challenging.

Dislike

It's a more complex tool, so there is a learning curve. You may need a bit more of an understanding of hardware architecture, managing memory, and lower-level programming concepts. Like most platforms, writing code for one hardware platform is hard to port to another, and with Code Metal, this meant we had to modify quite a bit of our code.

Dislike

Things which I thought they can improve are : (i) I found that for best use of this tool requires knowledge of basic level concepts related to hardware where we will be using this tool. For negate this, they can come up best some basic training sessions and examples oriented to hardware solutions. (ii) Use of this across different platforms need different knowledge to tune it for the best use of this tool. This manual intervention can be reduced in future. (iii) Due to use complexity, people are suggesting to use different tools in place of this tool in our industry. They have to make proper upgraded versions as soon as possible.

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Peer Discussions

Code Metal Reviews and Ratings

4.0

(5 Ratings)

Rating Distribution

5 Star
20%
4 Star
60%
3 Star
20%
2 Star
0%
1 Star
0%
Why ratings and reviews count differ?

Customer Experience

Evaluation & Contracting

4.0

Integration & Deployment

4.2

Service & Support

3.6

Product Capabilities

4.4

Filter Reviews
Sort By:
Most helpful
Last 12 Months
Star Rating
Reviewer Type
Reviewer's Company Size
Reviewer's Industry
Reviewer's Region
Reviewer's Job Function
  • QA Engineer
    <50M USD
    Real Estate
    Review Source

    Well Structured Modules in Code Metal Support Comprehensive Software Testing Workflows

    5.0
    Jan 12, 2026
    As a Software Tester, my overall experience working with Code Metal has been positive and has been enriching from a software testing standpoint. This Platform provides a well structured environment that enables me to understand application work flow clearly and validate features effectively. The modular architecture clearly defines business logic and makes it easier to design comprehensive test cases. It is useful for performing functional, regression and integration testing.The modules in Code Metal such as Pricing sheets,milestones,billing and notifications allow testers to cover a wide range of real-world scenarios and edge cases, The system's frequent updates and enhancements encourage continuous learning and require close collaboration with Developers and product teams which helps improve overall product quality.
  • Design Engineer
    10B+ USD
    Hardware
    Review Source

    Code Mental improves productivity but still some upgrades are needed.

    4.0
    Dec 26, 2025
    As our company works on critical automotive applications, so here we are getting lots of advantages after using Code Metal because this is very useful product for safety critical and performance sensitive domains. Code Metal offers powerful automotive, compliance and cross platform flexibility. However we observed that it expect a learning investment for better optimal use and plan ahead for platform specific tweaks. It is really allowing us for seamless modernization and deployment across diverse hardware platforms. It really accelerates our code conversation workflows with a high accuracy and compliance confidence.
  • It Associate
    1B-10B USD
    Software
    Review Source

    Automated Legacy Code Modernization Eases Work but Requires Advanced Technical Skills

    4.0
    Jan 15, 2026
    I find this product to be very effective for translating, optimizing, and modernizing complex legacy code into production-ready compliant output.
  • Engineer
    50M-1B USD
    Banking
    Review Source

    Minimalist Approach Enables Disciplined Coding and Consistent High Performance

    4.0
    Jan 13, 2026
    Brutally fast, minimalist coding that feels great and works well
  • SOFTWARE DEVELOPER
    1B-10B USD
    Insurance (except health)
    Review Source

    Automates Complex Coding Tasks Yet Falls Short in Saving Developer Time

    3.0
    Jul 16, 2025
    It's pretty good at generative code, but there is definitely a learning curve with this product. I I can see it getting better with time. It was great for modernizing old code legacy systems. I also, liked that we can use the code of our choice.
Showing Result 1-5 of 5

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