Best Software Development Analytics Tools - Page 5

OKAY

Okay is a flexible analytics and reporting solution for software teams. The platform connects with dozens of integrations (Github, JIRA, CircleCI, etc.) and also provides an API for custom metrics. By using a flexible query builder, users can quickly design dashboards for the following use cases: DevOps: building DORA Metrics such as lead time, deployment frequency, mean time to recovery and change failure rate. Engineering effectiveness: debugging bottlenecks affecting developer productivity, such as slow CI, slow builds, noisy pages. Engineering operations: visualizing investments by project, epic, or painting a clear picture of incidents month over month.

Average Rating: 5.0/5.0

Total Reviews: 1

Opsera Unified Insights for Github

Get up and running on GitHub faster, experience increased productivity, and measure the success of GitHub Copilot with the help of Opsera.

Average Rating: 4.0/5.0

Total Reviews: 1

Software

Software.com automates data to measure and benchmark critical areas of investment in software development and R&D. Get actionable, quantitative insights to unlock developer productivity and accelerate innovation. Software.com is trusted by over 900,000 developers across 10,000+ companies. To learn more, visit www.software.com

Average Rating: 5.0/5.0

Total Reviews: 1

Software Asset Management

Protect the investments you’re making in enterprise IT projects and software development. With Software Asset Management, you’ll be able to manage your software development lifecycle efficiently and ensure that bespoke software solutions become true assets to your business

Average Rating: 4.0/5.0

Total Reviews: 1

Work Item Health — Scores, Time in Status & AI Insights

Work Item Health automatically scores every Jira issue from A (excellent) to D (critical) across 8 metrics — cycle time, blocked time, sprint discipline, reassignments, and more. Teams see risks instantly without manual triage. Built-in Time in Status visualization shows exactly where time is lost across workflow statuses, with flags and worklogs. AI-powered insights via Atlassian Rovo surface bottlenecks, cost-of-delay signals, and improvement actions directly inside the Jira issue panel. Zero configuration. Install, open any issue — health scores are already there. Forge-native, SOC 2 compliant, runs on Atlassian infrastructure. Built for engineering leads, scrum masters, and delivery managers who need to spot delivery risks before standup, not after the post-mortem.

Average Rating: 4.5/5.0

Total Reviews: 1

Bit (bit.cloud)

Bit is the platform for reusable components. It helps developers and organizations to build and reuse components such as UIs, features, and user-experiences across projects and products. With Bit, development becomes faster, more consistent and efficient with every component you create and share. Bit drives digital development for dozens of Fortune 500 organizations and over 250,000 developers around the world. Learn more:https://bit.cloud/

Bitergia Dashboards

Bitergia is an open source solution offering tools to create and share analytics dashboards.

BlueOptima

BlueOptima's analytics platform empowers software developers and their companies to create better software in the most time and cost-efficient way. The first solution of its kind, BlueOptima provides insight based on the world’s only objective software developer productivity metrics: Actual Coding Effort. It’s a breakthrough for software development. BlueOptima's SaaS platform facilitates analysis of productivity, together with quality, in enterprise software development, in terms of individuals, teams, tasks, projects, divisions, and outsourced suppliers. Understanding variations in performance across an enterprise empowers managers to optimize efficiency. BlueOptima is proven to identify savings of up to 20% of software budgets. BlueOptima’s further offerings around benchmarking and recruiting allow organizations to cost-optimize as early as possible in software initiatives.

Botany.io

Botany.io is a remote-first and remote-biased organization dedicated to solving the human problems faced by technology teams. Our focus is on improving the developer experience and creating great environments for software engineers. At Botany our vision is simple. We want software engineers to feel valued as people, know what they need to do next, and belong to a healthy community rather than being treated as commodities or numbers. We want to get there by providing software engineers with the opportunity to individually improve, grow with their team, and mentor their peers. Your job is already too busy, wasting precious cognitive load searching for what needs your attention is the last thing you want to do. Botany helps tame the chaos of tech team collaboration. Botany acts as a smart team coach and is the first to measure work, provide insights, and deliver tailored real-time nudges that improve developer experience and collaboration. | Botany uses data to understand how your teams operate, optimize workflows for better outcomes, reduce time spent on administration, and make developers happier!

BurnOn

Calliope.pro

CloudByte PMS

CloudByte PMS is the analytics and management layer for AI-assisted engineering teams. A lightweight sync agent captures every Claude Code, GitHub Copilot, and Cursor session — prompts, responses, tokens, commits, and machine health — and surfaces per-developer adoption, cost per session/PR, ghost-seat detection, and prompt governance in one org-scoped dashboard with RBAC. BYOK Anthropic keys, self-host and air-gap options. Free for teams up to 5 developers.

CodePulse

CodePulse is an engineering analytics platform that helps engineering leaders move from gut feelings to data-driven decisions. Connect your GitHub in 5 minutes and instantly see where your cycle time goes - broken down into coding, waiting, review, and merge phases. Unlike competitors that just show you DORA metrics, CodePulse diagnoses root causes: Knowledge Silos reveal bus-factor-1 risks, File Hotspots surface high-churn code, and Review Network visualization exposes bottleneck reviewers. The Executive Summary generates board-ready reports with PowerPoint export. Built with an anti-surveillance architecture - no individual leaderboards or stack ranking. Team-focused metrics designed for coaching, not monitoring. 80+ automatically computed metrics across velocity, quality, productivity, and collaboration. Flat pricing starting at $0/month (Free tier, 10 developers). Pro at $149/month (annual) for up to 50 developers. No per-seat charges - 5-10x cheaper than LinearB or Jellyfish at scale.

Concordance

Concordance is a software development lifecycle assessment platform that connects to engineering toolchains and scores teams against defined standards. It integrates with GitHub, GitLab, Bitbucket, Jira, and Linear to pull live data and generate assessments without manual input or surveys. The platform scores engineering practices across 50 standards in six SDLC phases: Requirements, Design, Development, Testing, Release, and Operations. Results are presented across four assessment modules: Framework scores overall engineering practice maturity across five levels and identifies specific areas for improvement. Signal maps engineering activity to SOC 2 and ISO 27001 controls, producing compliance evidence from live repository and project management data. Sentinel detects AI-assisted development activity and scores governance practices for teams using tools such as GitHub Copilot or Cursor. Bastion identifies deployment risk patterns by analysing release and operations data. Concordance is designed for software engineering teams of 10 to 50 developers. It requires no agents, no manual data entry, and no consultant involvement. Assessments run on demand from connected toolchain data. A free tier is available for one team and up to five repositories. Pro plan starts at $99 per month.

Deviera

Deviera automatically detects engineering friction across GitHub and GitLab, creates structured issues in Linear, Jira, or ClickUp, notifies Slack, and measures the time your team saves — before anyone even reports a problem.