Software Development Analytics Tools Resources

Hello,

I’m researching this for a few DevOps and platform engineering teams that want analytics tightly connected to CI/CD pipelines. To build a shortlist, I reviewed G2 rankings in the Software Development Analytics Tools category and focused on tools known for pipeline integration. Sharing this here to learn what actually works in production.

Here are the top tools:

1. Jellyfish — Best for connecting CI/CD data with engineering performance metrics.
2. DX  — Best for surfacing pipeline insights through developer-focused analytics.
3. Oobeya — Best for visualizing CI/CD performance in delivery dashboards.
4. ServiceNow DevOps — Best for CI/CD analytics embedded in enterprise DevOps workflows.
5. Swarmia — Best for lightweight CI/CD insights tied to developer activity.

Anyone integrating these directly with CI/CD pipelines? How seamless is it?

Hi all,

I’m researching on behalf of a few enterprise engineering leadership teams that want analytics platforms proven at scale. To get an objective view, I reviewed G2 data in the Software Development Analytics Tools category and focused on top-ranked leaders. Sharing this here for anyone standardizing analytics across large engineering orgs.

Here are the top tools:

1. Jellyfish — Best for enterprise-wide visibility into engineering performance.
2. DX —  Best for enterprise teams prioritizing developer experience metrics.
3. Oobeya — Best for enterprises aligning analytics with delivery execution.
4. ServiceNow DevOps — Best for large enterprises standardizing DevOps analytics in ServiceNow.
5. Swarmia — Best for enterprises wanting focused developer productivity insights.

Anyone running these at enterprise scale? What’s been your experience?