trending_down CI/CD Reality Report · 2026

3 out of every 10 main-branch builds fail. You pay for every single one.

TrimCI turns your pipeline data into a dollar figure — the estimated cost of broken builds — and a ranked list of fixes. You can't cut what you can't see.

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70.8% Main-branch success rate CircleCI · 2026

250 h Debug hours / team / year CircleCI · benchmark

72 min MTTR per pipeline failure CircleCI · 2026

51% of projects hit by flaky builds arXiv · 1,960 repos

Loss Calculator

How much is broken CI/CD costing you?

Plug in your numbers. We use benchmarks from CircleCI, DORA and EMA Research to estimate what you're leaving on the table every year.

Method: failures = runs × 250 working days × (1 − success rate). Debug time = 40 minutes per failure — the engineer-attention share of CircleCI's 72-minute MTTR, back-solved from CircleCI's public benchmark (“5 changes/day at 70% success ≈ 250 extra debug hours per year per team”). Rework tax = 15% of labor cost. Estimates are directional and deliberately conservative — we would rather under-promise than leave a buyer feeling oversold.

The figures above show the default scenario: a team of 8 developers at $45/h, running 5 CI runs per day at a 70.8% success rate, loses an estimated $12,593 per year. Enable JavaScript to plug in your own numbers.

Why this number is the floor — not the ceiling

The calculator stays on one defensible line: engineer time burned plus a small rework multiplier, both anchored to CircleCI's public benchmark. Five things are deliberately left out. All of them are real. None of them can be honestly reduced to a single coefficient, so we don't pretend to.

Production downtime when a broken deploy slips through When main breaks in the wrong way, broken code reaches production. Every minute users hit errors the business bleeds — EMA Research put it at an average $14,056 per minute of IT downtime.
Lost revenue from delayed releases The feature that was supposed to ship Friday ships next Thursday because main was red. The revenue impact of that slip never shows up in an engineering dashboard.
CI compute you already paid for Every failed build still burns CircleCI, GitHub Actions or AWS CodeBuild minutes. You pay the full provider bill for runs whose only output is a red status and a rerun button.
Morale and retention pain The 17th rerun of a flaky test at 11pm is how senior engineers decide to leave. Replacing one senior hire is 6–12 months of productivity you do not get back.
Customers waiting on fixes that cannot ship Every failed build is a bugfix, feature or hotfix not yet in your customers' hands. Churn, support tickets and bad reviews follow — just not on a line an annual calculator can honestly draw.

The Data

Every CI/CD metric is moving the wrong way

Independent telemetry from CircleCI's 28M-workflow dataset, Bitrise Mobile Insights and peer-reviewed research on 1,960 Java repositories. Not vendor marketing — raw numbers from real pipelines.

82.5% → 70.8%

Main-branch pipeline success rate collapsed between 2024 and 2026. The worst reading in over five years.

CircleCI · 28M workflows

+13%

Year-over-year increase in median MTTR. The typical team now needs 72 minutes to recover from a failure.

CircleCI 2026

250 h

Extra engineering hours per team burned on debugging each year when success drops to 70%.

CircleCI benchmark

51.28%

of Java projects on GitHub Actions are affected by flaky builds. 67.73% of reruns still fail flaky.

arXiv · 1,960 projects

10% → 26%

Share of teams reporting flaky tests — a 160% jump in three years across 10M+ builds.

Bitrise Mobile Insights 2025

+59% / −7%

Average throughput up 59% YoY — but main-branch throughput is down 7%. More code in, less code shipped.

CircleCI 2026

“More code enters the pipeline, more of it fails, and recovery takes longer. The result is not acceleration — it is congestion.”

— Rickey Zachary · Thoughtworks, on CircleCI's 2026 State of Software Delivery

What TrimCI Does

Every pipeline. Every run. Analysed.

Put a dollar figure on broken builds, get ranked fixes from static and AI analysis, and give every team — engineering, platform, finance — the visibility they need to act.

dashboard

One dashboard, every provider

GitHub Actions and GitLab CI are live today, with Bitbucket, Jenkins, CircleCI and AWS CodeBuild coming soon — every connected pipeline in one unified view. One login, one source of truth for where your time and money are going.

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Read-only. Code-private.

We read only pipeline runs, job metadata and logs — never your source code, workflow files, or any repository file. Scoped read-only permissions, nothing more.

payments

Estimate what broken builds cost you

We translate your actual run volume, success rate and recovery time into dollars. Stop debating whether flaky pipelines are a problem — know the estimated annual bleed.

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Find where the waste hides

TrimCI ranks your slowest pipelines, most-failing jobs and flakiest builds from real run history — so you see exactly which pipelines burn the most time and money, and where to fix first.

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Savings from AI analysis

AI reads your build logs, failure patterns and flaky-test history and proposes concrete fixes — ranked by the failure-rate reduction and monthly dollars they would save. It runs on our self-hosted model: your logs never leave TrimCI's servers and are never sent to OpenAI, Anthropic or any external AI provider.

visibility

Put the real numbers in front of your team

Pipeline failure rate, debug hours, cost per team — in one view your engineers, tech leads and finance can all read. Knowing the number is the first step to fixing the problem.

Who Runs TrimCI

Built for the people who answer for CI

Different roles, one access model: read-only pipeline metadata, never your source code. That is also why you can hand a free dashboard login to your client, investor or finance team — there is nothing sensitive to expose.

build

The hands-on CI owner

You own CI health because you broke it last. The cost Pareto, flaky-pipeline flags, retry tax and error fingerprints turn a dozen open provider tabs into one ranked fix-this-first list.

analytics

The accountable engineering manager

Your director asks what CI instability costs, and 'a lot' is not a number. The estimated-loss card, SLO targets and a monthly PDF turn the budget argument into arithmetic — with before/after proof for the cleanup work you sponsor.

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The startup founder-CTO

Nobody on the team owns CI, so TrimCI watches it for you: silent red nightlies get called out, failure spikes are detected automatically, and the zero-code-access app is a two-minute security decision even on private repos.

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The platform lead under EU compliance

Self-hosted GitLab CE/EE on every plan, EU-only hosting, a two-entry sub-processor list and AI that runs on TrimCI's own servers — pipeline observability your DPO can actually clear.

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Live now: GitHub Actions and GitLab CI. More providers coming soon.

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Pricing

Priced per active contributor — never per seat

Start free, upgrade when the numbers tell you to. Every feature is in every plan — paid plans widen history, quotas and sync cadence. You pay only for people who trigger pipeline runs; inviting members is always free.

Free

For side projects and a first honest measurement.

$0 / month

2 repositories · 7-day history · daily sync

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Team

For teams ready to stop the bleed.

$9 / active contributor / month

Unlimited repositories · 30-day history · hourly sync

Business

For organizations that run on their pipelines.

$19 / active contributor / month

Unlimited everything · 60-day history · auto spike detection

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Every new organization starts with a 14-day Business-equivalent trial — no credit card. Questions or feedback? office@trimci.com

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The pipelines that break tomorrow are already in main today.

Connect GitHub Actions or GitLab CI — more providers coming soon. Quickly see your actual pipeline failure rate, an estimate of what broken builds are costing you, and a ranked list of fixes that pay off fastest. Join TrimCI before the next broken build writes your roadmap for you.

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