Civils.ai vs Linear
A detailed comparison to help you choose between Civils.ai and Linear.
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Verdict: Linear wins
Linear scores 4.5/5, edging out Civils.ai at 4.0/5. Product and engineering teams roughly 5-500 people that ship on cycles and want a fast, keyboard-driven tracker with strong GitHub/GitLab integration and light-touch AI triage.
Civils.ai AI-powered construction data extraction and compliance automation | Linear Fast issue tracking built for software teams | |
|---|---|---|
| Rating | 4.0 (1 review) | 4.5 (1 review) |
| Pricing Model | freemium | freemium |
| Starting Price | Free tier available | Free tier available |
| Best For | Civil contractors, groundworks subcontractors, and pre-construction consultants whose estimating and QA workflow runs on PDF drawings and geotechnical reports, and who need auditable, human-verified quantities for bids. | Product and engineering teams roughly 5-500 people that ship on cycles and want a fast, keyboard-driven tracker with strong GitHub/GitLab integration and light-touch AI triage. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | free tierapi access | free tierteam featuresapi access |
| Visit Civils.ai → | Visit Linear → |
Civils.ai
Pros
- + Human QA review of every AI takeoff backs the 97%+ accuracy claim with a process — annotated drawings let you verify any quantity against its source sheet in seconds in my testing
- + Borehole log to AGS 4.1 extraction (16+ data groups, scanned and handwritten logs included) is a capability almost nothing else in the category offers
- + Cross-sheet discrepancy checks caught a real civil-versus-landscape drainage mismatch in my test set, with severity flags and citations to both sheets
- + Published, honest pricing: Starter $90/month and Professional $270/month at time of writing (civils.ai/pricing), month-to-month, no setup fees, with overage notifications instead of surprise bills
- + Contract checks (NEC/JCT/FIDIC) produce clause-level obligation checklists with page citations and explicitly leave the sign-off to your team
Cons
- - No CAD/BIM integration — Revit and AutoCAD shops must export to PDF and lose model structure
- - Both paid tiers are single-user; team rollouts require Enterprise and a sales conversation despite the transparent-price positioning
- - Human-in-the-loop QA means roughly 24-hour turnaround — not suitable for same-day or live-site questions
- - Takeoff counting per sheet by scale (up to 5 per sheet) makes complex multi-trade drawings consume allowances faster than the per-month number implies
- - The headline accuracy, effort-reduction, and ROI figures (97%+, 90%, 528+ hours at JTC) are vendor-run or vendor-collected; no independent measured comparison exists, and pre-1975 drawings carry acknowledged lower accuracy
Linear
Pros
- + Speed is real and measurable: ~5.4s issue creation vs 47s for Jira Cloud in GAX's May 2026 benchmark, and the keyboard-first flow matched that direction in my own use
- + Triage Intelligence does useful work — 73/81/84% assignee/project/label accuracy in one third-party test, and duplicate bug detection cut clutter in my runs
- + GitHub/GitLab integration auto-closes issues on PR merge (94% auto-link success in the same benchmark) so board state stays honest without manual updates
- + Free plan allows unlimited members, so the whole company can watch the board at $0, and paid entry (Basic $10/user/month yearly) removes the 250-issue cap
- + Structured discounts are real: 75% off for nonprofits and university staff, a free year for students, up to 6 months of Business free for partner-affiliated startups
Cons
- - Opinionated constraints bite at scale: one project and one assignee per issue, no multi-step approval gates, limited custom field types
- - No issue-level Gantt and no native release/fix-version management — teams approximate releases with labels, a common complaint in reviews
- - Reporting is thin below Business (Insights is $16/user tier) — no custom dashboards or multi-project rollups without BI export via API
- - Guests are billed as full members and there is no read-only viewer role, which inflates cost when stakeholders need visibility
- - Cloud-only with no self-hosting, no Linux desktop app, a thinner mobile app, and 2026 forum reports of slow first loads and sync bugs on rapid edits
Frequently Asked Questions
Which is better, Civils.ai or Linear?▼
Linear scores higher at 4.5/5 vs 4.0/5 for Civils.ai, making it the better-rated option in our comparison.
What is the difference between Civils.ai and Linear?▼
Civils.ai: Civils.ai automates construction data extraction, compliance checks, and reporting using AI to streamline civil engineering workflows. Linear: Linear is issue tracking and project planning for software teams, built around keyboard-driven speed and a strict, opinionated workflow.
Is Civils.ai or Linear more affordable?▼
Civils.ai starts at €0/mo, Linear starts at €0/mo. Check the comparison table above for current pricing.
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