Fabric has voice and coding. Rebecca has everything else.
Fabric covers voice screening and in-browser coding — but no downloadable reports, no reliable one-link flow, and it's a general-purpose tool, not built for engineering teams.
Fabric
RebeccaHow Rebecca compares, feature by feature.
AI-Conducted Voice Interview
Real-time AI interviews candidates live
Both platforms conduct live AI voice interviews — Rebecca goes further with resume-aware follow-ups, scoring calibrated for technical roles, and an end-to-end flow that requires no ATS setup.
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check_circleFull supportLive In-Browser Coding IDE
Candidates write & run real code during the interview
Both offer in-browser coding — Rebecca pairs it with anti-cheat enforcement, real-time output capture, and 10+ languages, all inside the same interview session with no separate tool required.
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check_circleFull supportAnti-Cheat Protection
Tab detection, paste prevention, desktop scanner
Fabric monitors behavioral signals like tab switching and paste patterns — Rebecca goes further with fullscreen enforcement, paste prevention at the OS level, and Rebecca Guard, a desktop-level scanner that actively detects prohibited applications in real time.
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check_circleFull supportDownloadable PDF Report
Shareable report for hiring managers without a login
Fabric has structured scorecards, but no explicitly downloadable PDF — hiring managers typically need platform access to view results. Rebecca generates an instant, polished PDF with scores, transcripts, and fit ratings that anyone can open, forward, or print — no login required.
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check_circleFull supportOne-Link Candidate Flow
Share a URL — no job board or ATS integration required
Fabric is designed to plug into job boards and ATS systems — candidate access is primarily flow-driven through those integrations. Rebecca gives you a single shareable link: send it via email, Slack, or text, and the candidate interviews immediately with no setup on either side.
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check_circleFull supportResume-Driven Live Personalization
Interview questions shaped by the candidate's actual resume
Fabric adapts follow-up questions based on candidate responses during the interview — but doesn't deeply personalize from the resume upfront. Rebecca parses each resume before the interview begins and dynamically shapes every question around the candidate's specific experience, projects, and tech stack.
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check_circleFull supportBuilt for Technical Roles
Purpose-built for engineering & technical hiring
Fabric is explicitly domain-agnostic — built for all job roles, with technical features layered on top. Rebecca was purpose-built for engineering hiring from day one: system design probes, language-specific coding challenges, and scoring calibrated for technical evaluation.
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check_circleFull supportWhat you'd miss with Fabric.
4 of 7 core capabilities are limited or missing entirely. Here's what that means in practice.
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Downloadable PDF Report
Reports exist but aren't clearly shareable as PDFs — hiring managers may still need a platform login to see results.
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One-Link Candidate Flow
Candidate access is tied to ATS or job board integrations — no simple shareable link for ad-hoc screening.
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Resume-Driven Live Personalization
Questions adapt based on answers, not the candidate's actual resume — you lose the signal that comes from probing their specific background.
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Built for Technical Roles
Domain-agnostic platform — engineering teams get the same experience as sales or marketing hiring, not a purpose-built technical evaluation.
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Downloadable PDF Report
Instant PDF reports with scores, transcript highlights, and fit ratings — shareable with anyone on the team, no login required.
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One-Link Candidate Flow
One link. Send it anywhere. The candidate clicks and interviews immediately — no ATS, no job board, no friction.
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Resume-Driven Live Personalization
Full resume parsing before the interview starts — every question dynamically shaped around the candidate's specific projects, experience, and tech stack.
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Built for Technical Roles
Purpose-built for engineering hiring — system design questions, language-specific coding challenges, and scoring calibrated for technical roles from day one.
Rebecca
Fabric"Rebecca delivers what Fabric can't — instant PDF reports anyone can share, a one-link candidate flow with no ATS dependency, and a platform purpose-built for technical hiring."
See why teams choose Rebecca over Fabric.
No lock-in contracts. No technical setup. See the full platform in a 15-minute walkthrough.