Halo by Scam AI vs Yap: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Halo by Scam AI and Yap — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
Halo by Scam AI
Reality Inc
AI trust platform that detects deepfakes, voice clones, and GenAI content across images, video, audio, IDs, and live video calls.
Key features
- Deepfake Detection: Catches face swaps, lip-sync, reenactment, and cloned voices that impersonate real people in image, video, and audio.
- GenAI Content Detection: Identifies fully synthetic images, video, and audio from Stable Diffusion, DALL·E, Midjourney, Sora, and ElevenLabs.
- Halo On-Device Call Protection: Runs 100% on-device to flag synthetic faces and face swaps live on Zoom, Teams, and Meet without recording or uploading anything.
- Eva-v1 Model Family: Eva-v1-Fast returns verdicts on images in under 2 seconds; Eva-v1-Pro delivers forensic-grade accuracy in under 4 seconds.
- Unified REST API: One integration handles both deepfake and GenAI detection across image, video, and audio via a single authenticated endpoint.
- Identity & Document Verification: Detects forged IDs, manipulated selfies, and AI-generated documents before onboarding completes.
- Add-on Defenses: Adaptive Defense, Active Liveness, and Express Lane low-latency mode extend detection with injection-attack protection and 3s response SLAs.
- Enterprise Compliance: GDPR compliant, SOC 2 Type II attested, and no media retention by default, with configurable retention for audit needs.
Best for
- KYC & Onboarding: Financial services and marketplaces block AI-generated selfies and forged IDs before an account is opened.
- Contact Center Fraud Prevention: Detect voice clones in real time to stop synthetic-caller attacks against call-center authentication.
- Executive Call Protection: Halo alerts staff to face-swap impersonations on video calls before authorizing wire transfers.
- Hiring & Remote Interviews: Recruiters catch deepfake candidates impersonating real engineers during video interviews.
- Content Moderation: Media platforms scan uploads at scale to flag GenAI images, video, and audio before they reach users.
- Insurance Claim Review: Detect manipulated photos and forged supporting documents submitted with claims.
Yap
Frigade
Fast, private, open-source voice dictation for macOS that turns speech into text anywhere you can type, fully on-device.
Key features
- On-Device Transcription: Runs on Apple's on-device Speech framework so audio and transcripts never touch the network.
- Global Shortcut: One rebindable hotkey to start and stop dictation from any application on macOS.
- Pastes Into Focused Field: Text lands in whatever field you were in, whether Terminal, browser, chat app, or code editor.
- Works Offline: No network code at all, so you can dictate on a plane or with no signal.
- Local Searchable History: Every transcript is saved on the Mac and searchable for reuse.
- Homebrew Install: Distributed via Frigade's Homebrew tap for a one-command install on Apple Silicon Macs.
- MIT Open Source: Source code is on GitHub under the MIT license so you can audit or fork it.
- Private by Default: No account, no API key, no telemetry, and no audio leaving the machine.
Best for
- Prompting Coding Agents by Voice: Dictate longer prompts into Claude Code, Cursor, or ChatGPT without typing.
- Fast Slack and Email Drafting: Fire off Slack messages and emails hands-free while multitasking.
- Offline Dictation on Travel: Dictate notes on a flight or in a low-connectivity environment with no cloud dependency.
- Terminal Dictation: Speak commit messages or long shell commands directly into a terminal window.
- Privacy-Sensitive Writing: Dictate confidential notes, medical, or legal content that must never leave the machine.
- Everyday macOS Productivity: Replace typing in browsers, chat apps, and note-taking apps with voice for anyone who prefers speaking.