Weave
AI platform that measures engineering output and token ROI.
Data verified Sep 26, 2026
Score
Editorial Verdict
AI-researched, not hands-on testedWeave targets a specific and increasingly real problem: engineering leaders who have rolled out AI coding tools across a team and can't tell whether the spend is justified by actual output. If you're a manager trying to move past anecdotes and put numbers on both productivity and token cost, that measurement focus is where it fits, rather than general BI or individual developer analytics. The main caveat from the available data is that specifics are thin — pricing is listed only as "paid" with no tiers, and there's no public detail on features, integrations, or how it attributes output to AI, so you'd need a demo or trial to judge whether its metrics actually hold up.
Reviewed by AIToolPundit Editorial Team · last verified September 2026
About Weave
Weave is an AI platform that measures engineering output and the return on investment of AI coding tools (token ROI), giving engineering leaders visibility into whether AI-assisted development is actually paying off rather than just anecdotal impressions. It is aimed at engineering managers and leadership who have adopted AI coding tools across their team and want data on the actual productivity and cost impact.
Commonly Cited Strengths & Limitations
Strengths
- Free Starter tier includes real org-level AI ROI, usage, and quality metrics, not just a demo
- Benchmarks a team's AI ROI against 500+ engineering orgs and 2M+ analyzed PRs rather than isolated internal numbers
- Router key never leaves the device unless explicitly exported, addressing a real security concern for routing sensitive prompts
Limitations
- Per-engineer drill-down and individual stats require the $50/engineer/mo Pro plan, not available on Starter
- Enterprise security/compliance features (GitHub Enterprise support, custom DPA) require a custom sales conversation
Details
- Pricing Model
- Freemium
- Starting Price
- Free
- Category
- Analytics & BI
Frequently Asked Questions
How much does Weave cost?
Weave starts at Free (Freemium).
Does Weave have an API?
Weave does not currently offer a public API.
Is Weave cloud-based or self-hosted?
Weave is offered as a cloud-based (SaaS) deployment.
What are the downsides of Weave?
Per-engineer drill-down and individual stats require the $50/engineer/mo Pro plan, not available on Starter Also, Enterprise security/compliance features (GitHub Enterprise support, custom DPA) require a custom sales conversation
What is the best alternative to Weave?
Taste is the closest alternative to Weave, followed by Opal44 and FICO Xpress Insight.
How does Weave compare to Taste?
Weave and Taste are both used for analytics & bi. See the full side-by-side comparison for pricing and feature differences.
Key Features
- Engineering intelligence dashboardAnalyzes commits, PRs, reviews, deploys, and AI telemetry into one view combining novel AI metrics with DORA, SPACE, and survey data to show where a team is getting stuck.
- Per-engineer AI impact scoringScores AI usage percentage, an AI score, code quality, and output change per engineer, distinguishing token consumption from actual delivered value.
- Token intelligence benchmarkingShows where AI spend is going by model and tool, benchmarked against 1,000+ other organizations' return on token spend.
- Cost-aware prompt routerClassifies each prompt and routes it to the most cost-efficient model without compromising speed or quality, learning from individual and org feedback over time.
- One-command router installInstalls via a single command that auto-detects existing AI clients (Anthropic, OpenAI, Google) and points them at the router with no manual config.
Technical Details
- Deployment
- Cloud
Official Pricing
Weave's published plans · verified Sep 26, 2026
Starter
$0/mo
- Output score, AI ROI, code turnover
- Org-level AI usage, process, and quality metrics
- Ideal for teams under 5
Pro
$50/engineer/mo/mo
- PR drill-down, individual and team stats
- Wooly AI Agent, AI insights
- User permissions
Enterprise
Contact Sales
- Security & compliance
- GitHub Enterprise support
- Dedicated Slack support, custom DPA & terms
Real Pricing from Verified Users
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Switching Stories
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