The Best DevOps Analytics Software in 2026
We researched DevOps analytics software from official vendor websites, including pricing pages, plan tables, and product documentation. Products are ranked on their core job, value for money, and verified features, helping engineering and technology teams compare the category itself.
Our top picks
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Top ranked
Apache DevLake#1 of 489.4/10Broad DevOps analytics with DORA, reliability, SQL, Grafana, and plugin support.
Open source
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Runner-up
Swarmia#2 of 489.2/10Broad engineering analytics with a free plan and paid depth for AI, surveys, and investment tracking.
Free plan
-
Top-ranked free plan
Full Chaos Dev Health#3 of 489.1/10A broad DevOps analytics platform for teams measuring delivery, reliability, and engineering health.
Free plan
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
The full ranking 48 tools, best first
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Best forTeams wanting broad open-source DevOps analytics
Broad DevOps analytics with DORA, reliability, SQL, Grafana, and plugin support.
- Custom metrics
- Reliability metrics
- DORA metrics
9.4/10★★★★★Visit Apache DevLake -
Best forTeams wanting affordable broad engineering analytics
Broad engineering analytics with a free plan and paid depth for AI, surveys, and investment tracking.
- Custom metrics
- Single sign-on
- Reliability metrics
9.2/10★★★★★Visit Swarmia -
Best forOpen-source teams tracking engineering health
A broad DevOps analytics platform for teams measuring delivery, reliability, and engineering health.
- Single sign-on
- Reliability metrics
- DORA metrics
9.1/10★★★★★Visit Full Chaos -
Best forEnterprises needing flexible deployment options
A flexible engineering analytics platform for teams managing delivery, quality, and DORA metrics.
- Custom metrics
- Single sign-on
- Reliability metrics
9.0/10★★★★☆Visit Oobeya -
Best forSmall teams wanting affordable delivery analytics
Affordable delivery analytics with broad integrations and self-hosted flexibility.
- Reliability metrics
- DORA metrics
- Delivery metrics
Free plan · 14-day trial Our CDviz verdict → Visit CDvizFor vendors Sponsor this spot · #5 · $59/mo →8.7/10★★★★☆Visit CDviz -
Best forDevelopers building multimodal AI applications
Crun gives developers one OpenAI-compatible API for 100+ video, image, audio, music and language models.
8.7/10★★★★☆Visit Crun -
Best forTeams wanting customizable analytics at low cost
Flexible engineering analytics with a free tier, broad integrations, and advanced paid reporting.
- Custom metrics
- Single sign-on
- Reliability metrics
8.6/10★★★★☆Visit Waydev -
Best forTeams wanting free dashboards and automation
A broad DevOps analytics suite with a useful free starting point and paid metric depth.
- Custom metrics
- Single sign-on
- Reliability metrics
8.5/10★★★★☆Visit Hatica -
Best forSmall to enterprise engineering teams
Affordable full-stack analytics with DORA, delivery, reliability, and AI insights.
- Custom metrics
- Reliability metrics
- DORA metrics
8.4/10★★★★☆Visit DevDynamics -
Best forLow-cost cycle-time benchmarking
Detailed delivery benchmarks at a low annual cost, with cloud-only deployment.
- Single sign-on
- Reliability metrics
- DORA metrics
8.3/10★★★★☆Visit DevStats -
Best forTeams focused on code and AI productivity metrics
A broad analytics suite for measuring engineering delivery, code quality, and AI productivity.
- Single sign-on
- Reliability metrics
- DORA metrics
8.2/10★★★★☆Visit GitClear -
Best forTeams needing code-quality context
A broad engineering analytics platform with useful code-quality and delivery context.
- Single sign-on
- Reliability metrics
- DORA metrics
8.1/10★★★★☆Visit BlueOptima -
Best forAI-aware engineering analytics
Broad engineering analytics with AI insight, but paid web delivery limits flexibility.
- Custom metrics
- Single sign-on
- Reliability metrics
8.0/10★★★★☆Visit Typo -
Best forEngineering teams needing automation and planning
A broad engineering analytics suite with automation, AI review, and planning tools.
- Custom metrics
- Single sign-on
- Reliability metrics
7.9/10★★★★☆Visit LinearB -
Best forBroad data and DevOps analytics
A wide DevOps analytics platform with free access and usage-based pricing.
- Custom metrics
- Single sign-on
- Reliability metrics
7.8/10★★★★☆Try Gathr Analytics -
Best forEnterprise engineering intelligence teams
A broad engineering analytics platform for enterprise delivery visibility and forecasting.
- Custom metrics
- Single sign-on
- Reliability metrics
7.7/10★★★★☆Visit Allstacks -
Best forTeams combining delivery and wellbeing metrics
A broad engineering analytics platform for teams linking delivery and wellbeing metrics.
- Single sign-on
- Reliability metrics
- DORA metrics
7.6/10★★★★☆Visit Multitudes -
Best forForecasting-focused delivery leaders
A forecasting-focused analytics platform for engineering delivery visibility.
7.5/10★★★★☆Visit Plandek -
Best forTeams linking engineering work to outcomes
A broad engineering analytics platform connecting delivery metrics to business outcomes.
- Reliability metrics
- DORA metrics
- Delivery metrics
7.4/10★★★★☆Visit FeatureFactory -
Best forStraightforward DORA reporting
A focused DevOps analytics platform for DORA, SPACE, and custom delivery insights.
- Custom metrics
- Single sign-on
- Reliability metrics
7.3/10★★★★☆Visit DevInsight -
Best forTeams wanting polished DORA and PR analytics
A broad engineering analytics platform for teams that need DORA, PR, and AI-impact reporting.
- Single sign-on
- Reliability metrics
- DORA metrics
7.2/10★★★★☆Visit GitKraken -
Best forSmall teams needing release lifecycle reports
A focused delivery analytics platform with strong reporting and a limited integration footprint.
- Custom metrics
- Single sign-on
- Reliability metrics
7.1/10★★★★☆Visit Haystack -
Best forAffordable cloud delivery analytics
Affordable cloud analytics for delivery, productivity, and DORA reporting.
- Custom metrics
- Reliability metrics
- DORA metrics
7.0/10★★★★☆Visit AnalyticsVerse -
Best forTeams needing affordable engineering automation
Affordable DevOps analytics with automation, DORA metrics, and repository health insights.
- Single sign-on
- Reliability metrics
- DORA metrics
6.9/10★★★☆☆Visit Deviera -
Best forTeams wanting free DORA and AI analytics
A free starting point for DORA, code-quality, and engineering-practice analytics.
- Single sign-on
- Reliability metrics
- DORA metrics
6.8/10★★★☆☆Visit CodeSpectra -
Best forAI-assisted engineering operations
AI-assisted visibility across delivery flow, developer experience, risk, and spend.
- Single sign-on
- Reliability metrics
- DORA metrics
6.7/10★★★☆☆Visit Regentis -
Best forPortfolio and flow reporting
A broad delivery analytics platform for portfolio and flow visibility.
6.5/10★★★☆☆Visit SENTRIO -
Best forEnterprise teams managing engineering investment
A broad engineering analytics platform for teams connecting delivery, productivity, AI, and investment data.
- Custom metrics
- Reliability metrics
- DORA metrics
6.4/10★★★☆☆Visit Jellyfish -
Best forEnterprises measuring AI coding spend
AI-focused engineering analytics connecting coding activity to delivery outcomes.
- Custom metrics
- Single sign-on
- Reliability metrics
6.3/10★★★☆☆Visit Harness -
Best forTeams measuring AI engineering economics
A broad control plane for measuring, evaluating, and governing AI-assisted engineering.
- Custom metrics
- DORA metrics
- Delivery metrics
6.2/10★★★☆☆Visit Faros AI -
Best forCustom KPI and workforce analytics
A specialized analytics platform for custom engineering KPIs and workforce insight.
- Custom metrics
- Single sign-on
- Reliability metrics
6.1/10★★★☆☆Visit Uplevel -
Best forClickUp and GitLab teams needing executive metrics
A focused analytics suite for delivery metrics, engineering costs, and executive reporting.
- Custom metrics
- Single sign-on
- Reliability metrics
6.0/10★★★☆☆Visit TheMetrics -
Best forOpen-source teams needing basic DORA dashboards
A self-hosted DORA dashboard stack for teams running Backstage and DevLake.
- Reliability metrics
- DORA metrics
6.0/10★★★☆☆Visit OpenDORA -
Best forPortfolio teams focused on value-stream flow
A strong choice for portfolio teams tracking flow, capacity, bottlenecks, and business results.
- Custom metrics
- Delivery metrics
6.0/10★★★☆☆Visit Planview Viz -
Best forTeams focused on value-stream workload analysis
A focused value-stream analytics dashboard with broad integrations and tiered unit pricing.
6.0/10★★★☆☆Visit Keypup -
Best forOn-premise code and delivery analytics
A broad engineering analytics board with on-premise licensing and quoted pricing.
- Reliability metrics
- DORA metrics
- Delivery metrics
6.0/10★★★☆☆Visit AppArch -
Best forTeams governing AI impact and delivery
A broad analytics platform for governing AI adoption, delivery performance, and engineering health.
- Single sign-on
- Reliability metrics
- DORA metrics
6.0/10★★★☆☆Visit iftrue -
Best forLarger teams wanting broad work analytics
Broad engineering analytics for larger teams, with a high paid starting price.
- Single sign-on
- Reliability metrics
- DORA metrics
6.0/10★★★☆☆Visit Deckgauge -
Best forEnterprises aligning delivery metrics to investment goals
A focused enterprise view of delivery performance, flow, and investment alignment.
- Custom metrics
- DORA metrics
- Delivery metrics
6.0/10★★★☆☆Visit Broadcom -
Best forIDE-centered productivity measurement
A focused engineering analytics platform for IDE activity, DORA, delivery, and AI-work tracking.
- Single sign-on
- Reliability metrics
- DORA metrics
6.0/10★★★☆☆Visit PanDev Metrics -
Best forTeams managing release and deployment workflows
A workflow-focused platform for planning, coordinating, and analyzing software releases.
6.0/10★★★☆☆Visit site -
Best forTeams pairing DORA with codebase risk analysis
A DevOps analytics platform combining DORA metrics with codebase risk analysis.
- Single sign-on
- DORA metrics
- Delivery metrics
6.0/10★★★☆☆Visit Klarix -
Best forOrganizations wanting AI leadership reporting
A focused analytics platform for AI-aware engineering leadership reporting.
- Single sign-on
- Reliability metrics
- DORA metrics
6.0/10★★★☆☆Visit Engineering -
Best forRelease-risk and delivery governance
A focused release-assurance layer for risk, governance, and delivery insight.
- Single sign-on
- Reliability metrics
- DORA metrics
6.0/10★★★☆☆Visit OpsMx -
Best forTeams analyzing developer activity and focus
A low-cost way to analyze developer activity and focus, but not DORA delivery metrics.
- Delivery metrics
6.0/10★★★☆☆Visit Codealike -
Best forTeams prioritizing code quality and security analytics
A broad code-quality and security analytics platform with free entry and cloud-only deployment.
3.5/10★★☆☆☆Visit Codacy -
Best forTeams needing observability alongside delivery data
Broad observability for teams that need delivery data alongside traces, logs, and metrics.
2.8/10★☆☆☆☆Visit Middleware -
Best forTeams seeking DevOps learning content
A broad technology learning platform, but not a dedicated DevOps analytics product.
2.5/10★☆☆☆☆Visit Pluralsight
No tools match those filters.
Compare at a glance
| # | Tool | Free plan | Paid from | DORA metrics | Delivery metrics | Reliability metrics | Score |
|---|---|---|---|---|---|---|---|
| 1 | Apache DevLake | Free | Yes | Yes | Yes | 9.4 | |
| 2 | Swarmia | Yes | $5/user/mo | Yes | Yes | Yes | 9.2 |
| 3 | Full Chaos Dev Health | Yes | Free | Yes | Yes | Yes | 9.1 |
| 4 | Oobeya | Yes | Yes | Yes | 9.0 | ||
| 5 | CDviz | Yes | €20/mo | Yes | Yes | Yes | 8.7 |
| 6 | Crun | Yes | No | No | No | 8.7 | |
| 7 | Waydev | Yes | $29/user/mo | Yes | Yes | Yes | 8.6 |
| 8 | Hatica | Yes | $19/user/mo | Yes | Yes | Yes | 8.5 |
| 9 | DevDynamics | Yes | $20/user/mo | Yes | Yes | Yes | 8.4 |
| 10 | DevStats | Yes | Yes | Yes | Yes | 8.3 | |
| 11 | GitClear | Yes | Yes | Yes | Yes | 8.2 | |
| 12 | BlueOptima | Yes | Yes | Yes | Yes | 8.1 | |
| 13 | Typo | No | $20/user/mo | Yes | Yes | Yes | 8.0 |
| 14 | LinearB | No | $29/user/mo | Yes | Yes | Yes | 7.9 |
| 15 | Gathr Analytics | Yes | $0.25/unit usage-based | Yes | Yes | Yes | 7.8 |
| 16 | Allstacks | No | Yes | Yes | Yes | 7.7 | |
| 17 | Multitudes | No | $20/user/mo | Yes | Yes | Yes | 7.6 |
| 18 | Plandek | No | 7.5 | ||||
| 19 | FeatureFactory | Yes | $49/user/mo | Yes | Yes | Yes | 7.4 |
| 20 | DevInsight | No | $20/user/mo | Yes | Yes | Yes | 7.3 |
| 21 | GitKraken Insights | No | $25/user/mo | Yes | Yes | Yes | 7.2 |
| 22 | Haystack | No | $20/user/mo | Yes | Yes | Yes | 7.1 |
| 23 | AnalyticsVerse | No | $12/user/mo | Yes | Yes | Yes | 7.0 |
| 24 | Deviera | Yes | $250/seat/yr | Yes | Yes | Yes | 6.9 |
| 25 | CodeSpectra | Yes | Yes | Yes | Yes | 6.8 | |
| 26 | Regentis Engineering Intelligence | No | $30/seat/mo | Yes | Yes | Yes | 6.7 |
| 27 | SENTRIO | 6.5 | |||||
| 28 | Jellyfish | No | Yes | Yes | Yes | 6.4 | |
| 29 | Harness AI DLC Insights | Yes | Yes | Yes | 6.3 | ||
| 30 | Faros AI | Yes | Yes | 6.2 | |||
| 31 | Uplevel | No | Yes | Yes | Yes | 6.1 | |
| 32 | TheMetrics | No | $19/user/mo | Yes | Yes | Yes | 6.0 |
| 33 | OpenDORA | Free | Yes | No | Yes | 6.0 | |
| 34 | Planview Viz | Yes | 6.0 | ||||
| 35 | Keypup Value Stream Management Dashboard | No | $99/mo | 6.0 | |||
| 36 | AppArch Engineering Analytics | No | Yes | Yes | Yes | 6.0 | |
| 37 | iftrue | No | Yes | Yes | Yes | 6.0 | |
| 38 | Deckgauge | Yes | $600/mo | Yes | Yes | Yes | 6.0 |
| 39 | ValueOps Insights | Yes | Yes | 6.0 | |||
| 40 | PanDev Metrics | Yes | Yes | Yes | Yes | 6.0 | |
| 41 | HCL DevOps Velocity | Yes | 6.0 | ||||
| 42 | Klarix | Yes | $29/seat/mo | Yes | Yes | 6.0 | |
| 43 | Engineering Analytics | Yes | $649/mo | Yes | Yes | Yes | 6.0 |
| 44 | OpsMx Autopilot | Yes | $25/user/mo | Yes | Yes | Yes | 6.0 |
| 45 | Codealike | Yes | No | Yes | 6.0 | ||
| 46 | Codacy | Yes | $18/user/mo | 3.5 | |||
| 47 | Middleware | Yes | $0.30/GB usage-based | 2.8 | |||
| 48 | Pluralsight | No | $299/user/yr | 2.5 |
Head-to-head All 28 comparisons →
- Apache DevLake vs Swarmia
- Apache DevLake vs Full Chaos Dev Health
- Apache DevLake vs Oobeya
- Apache DevLake vs CDviz
- Apache DevLake vs Waydev
- Apache DevLake vs Hatica
- Apache DevLake vs DevDynamics
- Swarmia vs Full Chaos Dev Health
- Swarmia vs Oobeya
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How we rank DevOps analytics software
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update