# What is the best platform for analyzing code quality trends?

<p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Hello all,</p><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">I’m researching on behalf of a few engineering productivity teams that want clearer visibility into how code quality changes over time. To get a grounded shortlist, I reviewed G2 data in the<a class="a a--md" elv="true" href="https://www.g2.com/categories/software-development-analytics-tools"> </a><a class="a a--md" elv="true" href="https://www.g2.com/categories/software-development-analytics-tools"><strong>Software Development Analytics Tools</strong></a> category to see which platforms consistently rank highest. Sharing this here so it’s useful for anyone evaluating similar tools — and curious to hear real-world feedback.</p><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Here are the top tools:</p><ol>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/jellyfish-2025-10-22/reviews"><strong>Jellyfish</strong></a> — Best for tracking long-term code quality trends alongside delivery metrics.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/dx-platform/reviews"><strong>DX</strong></a> — Best for connecting code quality signals to developer experience.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/oobeya/reviews"><strong>Oobeya</strong></a> — Best for visualizing code health in the context of delivery performance.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/servicenow-devops/reviews"><strong>ServiceNow DevOps</strong></a> — Best for analyzing code quality trends within enterprise DevOps workflows.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/swarmia/reviews"><strong>Swarmia</strong></a> — Best for lightweight insights into code quality and engineering activity.</li>
</ol><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Anyone using one of these to analyze code quality trends? What’s been your experience?</p><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true"></p>

##### Post Metadata
- Posted at: 3 months ago
- Author title: SaaS and Software Research
- Net upvotes: 1


## Comments
### Comment 1

&lt;p&gt;Do code quality metrics actually influence decisions, or just show up in reports?&lt;/p&gt;

##### Comment Metadata
- Posted at: 3 months ago
- Author title: SaaS and Software Research





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