Weave
FreemiumEngineering intelligence platform normalizing AI and human contributions
By Tanmay Verma, Founder · Last verified 03 Jul 2026
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Added 7d ago
77/100Safe BetIn short
Weave — Engineering intelligence platform normalizing AI and human contributions. Best for Engineering leaders at scale-ups and enterprises adopting AI-assisted development, CTOs and VPs of Engineering needing AI ROI and productivity metrics, Teams using multiple AI coding tools who need unified observability. Free to start; paid plans from $50/mo.
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Editorial Verdict
Best for
Engineering leaders at scale-ups and enterprises adopting AI-assisted developmentCTOs and VPs of Engineering needing AI ROI and productivity metricsTeams using multiple AI coding tools who need unified observabilityOrganizations transitioning to AI-augmented workflows and needing to measure impactEnterprise engineering teams requiring DORA, SPACE, and custom analytics
Not ideal for
Small teams (under 5 engineers) that do not use AI coding toolsOrganizations without a standardized version control system (e.g., GitHub, GitLab)Teams looking for free, unlimited analytics without any paid tierNon-engineering departments (sales, marketing, etc.)Teams with immature engineering pipelines (spotty CI/CD, no code review process)
Weave is the most purpose-built platform for measuring engineering output in the age of AI. Its ability to normalize human and AI contributions and provide actionable ROI metrics makes it invaluable for teams scaling AI adoption. However, the pricing may be steep for smaller teams, and full value requires an established engineering toolchain.
Compare with: Weave vs Versatile, Weave vs Mineral (Alphabet X), Weave vs Cotality
Last verified: July 2026
What's new in Weave
Checked 7 days agoAcross the latest 1 update: 1 launch.
Viability Score
77/100
Safe BetHow likely is Weave to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
momentum
55
funding runway
80
website health
90
wrapper dependency
100
Last calculated: July 2026
How we score →Key Features
- Normalized output score calibrated to expert benchmarks
- AI vs human contribution attribution
- DORA metrics: deployment frequency, lead time, MTTR, change failure rate
- Code intelligence: output, code quality, code reviews, code turnover
- AI-specific metrics: AI health, AI impact, AI ROI, AI insights, AI usage
- Agent observability for AI coding agents (Cursor, Claude Code, Copilot)
- Wooly AI agent for natural language queries about engineering activity
- PR drill down with individual and team stats
- Dev FinOps tracking engineering cost to value
- Real-time team tracking and dashboards
- Role-based user permissions and SSO
- SOC 2 Type II, GDPR, HIPAA compliant
- SCIM provisioning for user management
- Integration with version control, project management, and communication tools
About Weave
FreemiumIntermediateAPI availableWeb
Weave is an AI-powered engineering analytics platform that measures and normalizes all engineering work — both human and AI-generated — into a single, calibrated unit. It ingests data from version control, code reviews, CI/CD, project management, and communication tools to provide a unified view of engineering output, quality, and impact. Designed for engineering leaders and teams transitioning to AI-assisted development, Weave offers dashboards, DORA metrics, benchmarks, and agent observability for over 500 organizations, including Fortune 100 companies. The platform uses machine learning and LLMs to attribute every contribution — from PRs and reviews to AI agent actions — to the correct individual or team. It provides an output score that adjusts for complexity and context, and automatically correlates code changes with business outcomes. Weave also tracks AI adoption rates, code quality impact, and ROI for tools like Cursor, Claude Code, and GitHub Copilot. A standout feature is "Wooly," an AI engineering agent that answers natural language questions about an organization's engineering activity. Weave integrates with GitHub, GitLab, Jira, Slack, Linear, Asana, and more. It is SOC 2 Type II certified, GDPR compliant, HIPAA compliant, and supports SSO and SCIM provisioning. Pricing is transparent: Starter at $0 for basic usage, Pro at $50/engineer/month, and custom Enterprise tiers. Compared to competitors like LinearB, Jellyfish, and GetDX, Weave differentiates with its AI-specific metrics (AI health, AI ROI), agent observability, and a normalized output score. While alternatives focus mainly on human productivity, Weave is built for the AI era, making it the go-to choice for teams that need to measure the combined output of humans and AI agents.
Behind the Verdict
Weave earns its place as a specialist tool for a new problem: measuring productivity when AI generates half the code. The output score — calibrated to expert benchmarks, not line counts — addresses the core pain of leaders who can't tell if AI is accelerating delivery or adding complexity. We'd reach for Weave when your team has crossed the tipping point of AI adoption (likely 5+ engineers using Cursor, Copilot, or Claude Code) and you need to justify tool spend or identify which agent workflows actually ship. The AI-specific metrics — health, impact, ROI — are genuinely unique. No competitor (LinearB, Jellyfish, GetDX) attributes contributions at the same resolution. Where it bites: the free Starter tier is too limited for anything beyond a trial. Pro at $50/engineer/month adds up fast for a 20-person team ($1,000/mo). And if your engineering stack is messy — no standardized version control, spotty CI/CD coverage — Weave's attribution breaks down. It's not a plug-and-play fix for chaotic tooling. In practice, the Wooly AI agent is a nice productivity boost for ad-hoc queries, but it doesn't replace dashboards for recurring reporting. The platform also leans heavily on DORA and SPACE metrics, which some teams find reductive. Bottom line: if you're an engineering leader at a scale-up or enterprise that has invested in AI coding tools and needs to prove ROI, Weave is the right buy. For small teams without AI tooling or without a mature engineering pipeline, pass and check back in six months.
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Use Cases
- Track AI tool adoption and its impact on code quality and delivery speed across teams.
- Measure normalized engineering output per developer, benchmarking against industry percentiles.
- Identify bottlenecks in code review cycles and PR processes using drill-down analytics.
- Quantify ROI of AI coding assistants like Cursor or Claude Code with AI-specific metrics.
- Generate executive reports combining DORA metrics, cost data, and team productivity trends.
- Use Wooly AI agent to ask natural language questions about engineering org activity.
Limitations
- The platform's value hinges on integration with major development tools; without GitHub/GitLab data, many features are unavailable.
- The free Starter plan is limited to basic metrics and does not include PR drill-down or Wooly AI Agent.
- For enterprise-grade security and dedicated support, custom pricing and DPA are required, which may delay procurement.
- Weave uses ML and LLMs internally, but the specific models powering its analytics are not publicly documented.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Annual total
Free
Over 12 months
Effective monthly
Free
Billed monthly
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Integrations
GitHubGitLabJiraSlackLinearAsanaTrelloBitbucketCircleCIJenkinsPagerDutyDatadogCursorClaude CodeGitHub Copilot
Resources & Guides
- Resourceworkweave.dev
How To Measure Developer Productivity A Modern Guide · Weave
Helpful link from workweave.dev
- Resourceworkweave.dev
Unlock Ai Powered Metrics With A No Cost Weave Trial · Weave
Helpful link from workweave.dev
- Resourceworkweave.dev
How Engineers Maximize Productivity With Ai Coding Tools Using Weave · Weave
Helpful link from workweave.dev
- Resourceworkweave.dev
The Weave Platform A Deep Dive Into Our Features · Weave
Helpful link from workweave.dev
- Resourceworkweave.dev
Simple Steps For Accurate Engineering Team Tracking · Weave
Helpful link from workweave.dev
- Resourceworkweave.dev
Combine Dora And Space Metrics To Uncover Ai Impact · Weave
Helpful link from workweave.dev
- Resourceworkweave.dev
Master Engineering Productivity Analytics With Ai Insights · Weave
Helpful link from workweave.dev
- Resourceworkweave.dev
Unlock The Core 4 Metrics Boost Engineering Speed Today · Weave
Helpful link from workweave.dev
- Resourceworkweave.dev
Dora Core 4 Metrics Quick Guide For Engineering Leaders · Weave
Helpful link from workweave.dev
Frequently Asked Questions
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