Best Software Development Analytics Tools - Page 9

How Many Software Development Analytics Tools Products Does G2 Track?

Total Products under this Category: 121

Category Stats (Oct 2026)

  • Average Rating: 4.57/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Cortex (+4.12%) - Among all products in this category, Cortex recorded the largest rating increase compared to last month

Last updated: October 21, 2026

How Does G2 Rank Software Development Analytics Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 3,100+ Authentic Reviews
  • 121+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Software Development Analytics Tools

G2 Grid® for Software Development Analytics Tools plotting products by satisfaction and market presence

Highlighted products: DX, Jellyfish, Harness Platform, ServiceNow DevOps, SonarQube, Swarmia, Waydev, and Cortex.

Underlying data: [Grid® JSON](https://www.g2.com/categories/software-development-analytics-tools/grids.json?focus%5B%5D=dx-platform&focus%5B%5D=jellyfish-2025-10-22&focus%5B%5D=harness-platform&focus%5B%5D=servicenow-devops&focus%5B%5D=sonarqube&focus%5B%5D=swarmia&focus%5B%5D=waydev&focus%5B%5D=cortex-io-cortex)

Your GitHub engineering operations hub

Octolense is a GitHub operations platform for engineering teams that manage work across multiple repositories. GitHub is built around individual repositories, but most engineering teams work across dozens. Pull requests pile up, reviews go stale, CI failures get missed, and Actions costs grow unnoticed. Octolense provides a centralized view of all GitHub activity so teams can triage PRs, unblock reviews, monitor pipelines, and control spend, without leaving their existing GitHub workflows. Teams connect their GitHub organization in under 60 seconds with no code changes, no configuration files, and no CI plugins required. Key capabilities: PR Management: Automatically sorts pull requests into actionable zones: Merge Ready, Needs Fix, Waiting on Others, and Draft, across all repositories in a single view. Review Prioritization: Surfaces who owes reviews, flags overdue PRs, and identifies bottlenecks before they delay delivery. CI Intelligence: Detects failures, flaky pipelines, and attention items the moment they appear, before they block downstream work. Cost Control: Tracks GitHub Actions spend per workflow, projects costs against budgets, surfaces optimization recommendations, and includes a billing simulator for modeling changes before implementing them. Best suited for: Engineering teams, tech leads, and engineering managers at companies of 5 to 200+ people who use GitHub as their primary development platform and need cross-repository visibility into PR health, CI status, and Actions spend. Octolense is free for personal views, pay per seat to unlock team wide views and cost insights.

Who Is the Company Behind Your GitHub engineering operations hub?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated October 3, 2024