Quilter

Quilter

Physics-driven AI that automates PCB placement and routing in hours, not weeks.

87/100Safe BetPaidPaid

Quilter is a strong choice for teams with sub-1k component boards under 20% pin density, especially if you’re tired of waiting weeks on manual layout. The pay-per-unrouted-pin model and parallel jobs make it cost-effective for R&D. Skip it if you need dense HDI with blind/buried vias today—that’s still in development.

Verified 3h ago · liveness 87/100 · cite: rightaichoice.com/tools/quilter

Best for
  • PCB designers automating layout for boards under 1,000 components
  • R&D managers accelerating board bring-up from weeks to days
  • Semiconductor and robotics teams iterating on evaluation boards
  • Consumer electronics teams needing rapid design exploration
Not ideal for
  • Very dense boards with high pin density (>20%) or complex RF/analog
  • Designs requiring blind/buried vias (still in development)
  • Boards with over 1,000 components without manual splitting
Visit Website

AdvancedFor a PCB designer, setup takes about one hour to prepare and upload the design files and set constraints; first candidates often appear within the first hour. R&D managers can expect a similar setup and see results overnight.WebNo public API4.3k viewsVerified 3h ago
Pricing
Paid
Paid2 plans4 hidden costs
Learning curve
Advanced
For a PCB designer, setup takes about one hour to prepare and upload the design files and set constraints; first candidates often appear within the first hour. R&D managers can expect a similar setup and see results overnight.
Runs on
Web
No public API · 4 integrations
Who it's for
PCB DesignerR&D Manager
Live sentiment
Is Quilter actually worth it?

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  • Real pros & cons from real users
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Skip it if

Skip Quilter if you need blind/buried vias for HDI boards today, have boards over 1,000 components, pin density above 20%, or require length matching now—these are not ready as of mid-2026.

The 30-second take
Biggest gripe

Pricing is based on unrouted pin count; pre-routing sensitive sections can reduce cost, but larger boards with many pins can still rack up significant charges.

Price reality

Quilter's pay-per-project model based on unrouted pins fits R&D teams that have variable layout workloads, letting you pay only when you have projects. It's more flexible than per-seat subscriptions, but for teams with continuous high-volume layout, traditional per-seat tools might be more predictable cost-wise.

In short

Quilter — Physics-driven AI that automates PCB placement and routing in hours, not weeks. Best for PCB designers automating layout for boards under 1,000 components, R&D managers accelerating board bring-up from weeks to days, Semiconductor and robotics teams iterating on evaluation boards. Paid pricing.

What's new in Quilter

Checked 11 days ago

Across the latest 3 updates: 2 feature updates and 1 changelog entry.

What people actually say about Quilter — is it worth it?

We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.

10 mentions across 4 sources (Hacker News, YouTube, Product Hunt, Lemmy), 42 more we could not attribute · researched Sep 9, 2026.

35% positive65% critical

Weighted by the 52 posts each of 4 sources contributed.

Recurring strengths
  • +Physics-driven AI automates both placement and routing for complex boards
  • +Generated a 843-part Linux computer that booted on first attempt
  • +Hundreds of candidate boards generated quickly, enabling faster iteration
  • +Pay-per-project pricing avoids expensive per-seat licenses
  • +Integrates with Altium, Allegro, Xpedition, and KiCad
Recurring frustrations
  • Independent user reviews are scarce; most discussion is from Quilter's own posts
  • Key features like floorplan and clearance import are in beta, Altium only
  • No blind or buried via support yet, limiting HDI board applicability
  • Not suited for safety-critical or FuSa designs requiring certification
  • Overhyped marketing claims, as it routes from existing schematics only
Patterns worth knowing
Physics-driven AI is a breakthrough for PCB layout automation
Seen on Hacker News, Product Hunt
AI-designed 843-part Linux computer booting on first attempt is a key validation
Seen on Hacker News
Skepticism about marketing claims and actual scope of 'AI design'
Seen on Hacker News
Learning curve
advancedProductive in ~A few hours
Hidden costs people mention
  • No pricing details published; potential for high costs on large boards
  • Self-hosted deployment may require AWS infrastructure expenses

Viability Score

87/100
Safe Bet

How well maintained and how widely used is Quilter? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this

Recent activity
90
Traction
not measured
Site health
95
User sentiment
not measured
What the vendor publishes
80

Last calculated: September 2026

How we score →

Key Features

  • Automated PCB placement via reinforcement learning
  • Automated PCB routing via reinforcement learning
  • Generates hundreds of candidate boards in hours
  • Physics-aware design review (bypass caps, impedance nets, differential pairs)
  • Arbitrary target impedance for differential pairs (Simbeor solver)
  • Floorplan page to set placement intent before submission (BETA)
  • Clearance constraints read from ECAD files (BETA, Altium only)
  • Supports boards from 100 to 1,000 components
  • Live pin density under 20%; best performance 2,000–5,000 pins
  • Unlimited iterations within a project
  • Parallel job execution for multiple stack-ups
  • 10% BOM flexibility within the same project
  • Through-hole vias supported; blind/buried vias in development
  • Notes on jobs and projects for team collaboration
  • Voltage drop preview for power pours (BETA)

About Quilter

PaidAdvancedNo APIWeb

Quilter is a physics-driven AI platform that automates PCB placement and routing for electronics design. Instead of spending weeks manually placing components and tracing every net, you upload your Altium, Cadence Allegro, Siemens Xpedition, or KiCad project, set constraints, and Quilter generates hundreds of candidate boards for you to review. The engine uses reinforcement learning trained on millions of synthetic boards—not on your proprietary data—so you get value from the first upload. It handles boards from 100 to 1,000 components with live pin density under 20%, and best performance tops out around 2,000–5,000 live pins. You can set placement intent via the Floorplan page (BETA), read clearance constraints from ECAD files (BETA, Altium only), and define arbitrary target impedance for differential pairs (solved via Simbeor). Through-hole vias are supported; blind and buried vias are in development for HDI boards. Quilter is built for PCB designers, electrical engineers, and R&D managers who want to clear backlogs without adding headcount. It runs parallel jobs for different stack-ups or floor plans overnight, and most boards go through 2–5 iterations before sign-off—all included in a single project. The platform performs physics-aware design review, flagging bypass capacitors, impedance-controlled nets, and differential pairs. You can add notes to jobs and projects for team tracking, and a beta voltage-drop preview helps you plan power pours. Output downloads back into your native ECAD tool, with no proprietary formats or lock-in. Pricing is pay-per-project based on unrouted pin count, not per-seat licenses. This means you buy capacity when you have projects and don’t pay when you don’t. Deployment options include a managed cloud (SOC 2 Type II, AES-256) or self-hosted in your own AWS environment, giving you control over data residency and security. Compared to traditional auto-routers that only tackle geometry, Quilter treats placement and routing as one

Behind the Verdict

We’ve seen plenty of AI tools promise to speed up hardware design, but Quilter puts its money on a specific, high-value bet: automating the layout phase that eats weeks of engineering time. The physics-driven approach—reinforcement learning validated against fundamental laws, not trained on your proprietary data—is what separates it from geometry-only auto-routers that just connect nets. It solves placement and routing as one problem, which is why it can produce fab-ready designs in under four hours in some cases. Where Quilter shines is clear: boards with a few hundred to a thousand components, pin density under 20%, and through-hole vias. That covers a huge chunk of IC evaluation boards, test fixtures, backplanes, and consumer electronics. The pay-per-project model—based on unrouted pin count—is a refreshing departure from per-seat licensing. You only buy capacity when you have a job, and unlimited iterations within a project mean your team can try multiple stack-ups and floor plans without watching the meter run. Parallel jobs let you compare a 4-layer and a 6-layer overnight, and the guided onboarding for your first board is a nice safety net. But it’s not for every board. Quilter currently routes through-hole vias only; blind and buried via support is still in development, which limits it for dense HDI designs. Very high pin counts (over 5,000 live pins) or pin densities above 20% will stretch performance. Length matching is coming, but not fully here yet. If your product is a complex RF front end or an analog-heavy board that demands hand-tuned placement, you’ll still need to pre-route sensitive sections and use Quilter for the rest—which works, but you lose some of the automation benefit. The closest alternatives are traditional auto-routers, but they only

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Real-world workflow fit

Concrete scenarios for the personas Quilter actually fits — and what changes day-one when you adopt it.

PCB Designer

You receive a schematic for a test fixture board and need to produce a fab-ready layout within a day.

Outcome: You upload the ECAD file to Quilter, set constraints via the Floorplan page, and within hours Quilter generates multiple candidate boards. You review, adjust, and resubmit, achieving a fab-ready layout in under 4 hours.

R&D Manager

Your team has a backlog of five boards waiting for layout, and you have no spare headcount.

Outcome: You submit all five boards to Quilter overnight, running parallel jobs for different stack-ups. By morning, you have candidates ready for review, clearing the backlog without hiring.

Use Cases

Models Under the Hood

Proprietary reinforcement learning model trained on synthetic boards

as of 2026-08-30

Limitations

  • Quilter currently routes only through-hole vias; blind and buried vias are in active development to support HDI boards.
  • Clearance constraints from ECAD files are in BETA and Altium-only.
  • Boards with more than 1,000 components or pin density above 20% may exceed current performance.
  • Features like floorplan and arbitrary impedance are still BETA.

as of 2026-08-28

Verification history

We have re-verified Quilter 19 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.

  1. re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
  2. re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
  3. re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
  4. re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
  5. re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
  6. re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it

Showing the 6 most recent of 19 verification passes.

Free to cite with attribution — this page re-verifies continuously.

12-month cost

Project the real annual outlay, including the implied monthly cost when only an annual tier is published.

Annual total
Contact sales for a quote
Effective monthly

Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.

Plans compared

For each published Quilter tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.

Cloud (managed)

Custom

Self-Hosted

Custom

Ideal for

Aerospace, defense, or security-conscious companies that require data to never leave their own infrastructure.

What this tier adds

Deploys in your own cloud environment with full control over access and data residency; same AI and output as the cloud option.

Hidden costs & gotchas

What the public pricing page doesn't put in bold. Captured from pricing-page footnotes, contract terms, and recurring complaints.

  • Pricing is based on unrouted pin count; pre-routing sensitive sections can reduce cost, but larger boards with many pins can still rack up significant charges.
  • If your BOM changes by more than 10% from the original upload, it counts as a new project, potentially incurring another per-project fee.
  • Self-hosted deployment requires your own cloud infrastructure; while Quilter manages the application, you bear the underlying cloud costs.
  • Guided onboarding is included on your first board, but additional engineering support may be limited unless you have an enterprise agreement.

Where the pricing makes sense

The company stage and team size where Quilter's pricing actually pencils out — and where peers do it cheaper.

Quilter's pay-per-project model based on unrouted pins fits R&D teams that have variable layout workloads, letting you pay only when you have projects. It's more flexible than per-seat subscriptions, but for teams with continuous high-volume layout, traditional per-seat tools might be more predictable cost-wise.

Setup time & first value

How long it actually takes to get something useful out of Quilter — broken out by persona, not the marketing-page minute.

For a PCB designer, setup takes about one hour to prepare and upload the design files and set constraints; first candidates often appear within the first hour. R&D managers can expect a similar setup and see results overnight.

Switching to or from Quilter

How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.

Migrating in
  • From Manual Layout: Upload your existing ECAD files (Altium, Allegro, Xpedition, KiCad) to Quilter and let it generate candidates; you don't need to re-draw anything.
Migrating out
  • To Manual ECAD Tools: Download the native file back to Altium or Allegro; no proprietary format, so you can continue working without lock-in.

Integrations

AltiumCadence AllegroSiemens XpeditionKiCad

Resources & Guides

Tutorials & Learning

YouTube returned 6 videos for “Quilter”, and we withheld 6: 6 could not be judged, because “Quilter” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about Quilter.

Tools that pair well with Quilter

Common stack mates teams adopt alongside Quilter, with the specific reason each pairing earns its keep.

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