Reality defender VS RESEMBLE AI

Reality Defender detects deepfakes. Resemble also stops them.

Full-stack multimodal AI security
SOC 2, GDPR & HIPAA compatible
Built-in watermarking
Benchmarked #1 deepfake detection model
Dedicated enterprise support
Detects against 250 generative AI models
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Feature comparison

What Reality Defender is missing

Both platforms now offer self-serve access and cover audio, video, and image. The gap is in what you get beyond detection.
Feature ✦Resemble AI Reality Defender
Audio Deepfake Detection EER <6%, 40+ languages Yes
Video Deepfake Detection EER ~4.5% Yes
Image Detection >99% on StyleGAN, 98% on DALL-E 3 Yes
Real-Time / Streaming Detection <300ms · telephony hardened Via RealCall add-on
Public Benchmark Ranking #1 Podonos Audio DFD Bench Not published
Voice Watermarking (PerTH) Built-in, all plans No
On-Premise / Air-Gapped Full stack Enterprise only
Open Source Model DETECT-3B on Hugging Face Closed
Free Tier / Self-Service Start Free plan available Free plan available
TTS + Detection in One Platform Full voice platform Detection only
HIPAA Compliance Included Yes
see it in action

Meet DETECT-World

Learn how the first-ever deepfake detector built on world model architecture catches deepfakes across audio, video, and image in real time.
SECURITY AND COMPLIANCE

Enterprise-grade. Out of the box.

Built for environments where security is non-negotiable — from air-gapped infrastructure to international data regulations.
SOC 2 Type II
Independently audited security controls covering availability, confidentiality, and data integrity.
In-progress
GDPR
Fully compliant with EU data protection regulations. No personal data processed without lawful basis.
Compliant
HIPAA
Supports healthcare and public health agency deployments with full HIPAA-aligned data handling.
Compliant
Air-gapped deployment
Fully containerized on-premises install. No external connections. No data leaves your environment ever.
Available
Deploy in 24 hours
Guided installation wizard gets you from contract to live detection in under a day — not months.
On-prem & cloud
Zero retention mode
Submitted media is permanently deleted after detection completes — no retention, no re-analysis. Meets the strictest data sovereignty requirements.
Available
API-first architecture
Single REST API covering all modalities. Integrates with existing SIEM, SOAR, and identity platforms.
Production-ready

Built for the teams where every flag matters

From call centers to broadcast newsrooms to financial compliance — Resemble Detect fits the workflows that matter most.

Financial Services & KYC
Industry risk:
Synthetic voices and deepfake video are increasingly used to bypass identity verification during account opening and high-value authorization calls.
Resemble AI solution:
Resemble Detect screens audio and video in real time before approvals go through.
Government & Defense
Industry risk:
Disinformation campaigns and synthetic intelligence pose a direct threat to operations.
Resemble AI solution:
Establish chain of custody for audio, video, and image evidence. Zero Retention Mode satisfies data handling requirements for submitted evidence.
Healthcare & Telehealth
Industry risk:
Synthetic audio can impersonate clinicians or patients in voice-enabled health platforms.
Resemble AI solution:
HIPAA-compliant detection with on-premise deployment.
Media & Entertainment
Industry risk:
Before a clip goes to air, editors need to know it's real. When IP is being violated, legal and compliance teams need to know.
Resemble AI solution:
Resemble Detect gives media teams both a UI and API-driven verification layer with watermark provenance checks for Resemble-generated content.
Contact Center Security
Industry risk:
Voice deepfakes impersonate customers to social-engineer agents into account changes or fraudulent payouts.
Resemble AI solution:
Resemble integrates with telephony platforms to flag synthetic callers mid-conversation.
Content & IP Protection
Industry risk:
Studios, labels, and talent agencies need to know when a voice or likeness is used without authorization.
Resemble AI solution:
PerTH watermarking creates a traceable chain of custody for every piece of authorized content.
SOC2 Type II
Enterprise plans
EU AI Act ready
Mandatory Aug 2026
GDPR Compatible
On-prem available
HIPAA Compatible
Air-gapped deployment
SSO / SAML
Enterprise identity
C2PA Standard
Content provenance
INTEGRATIONS

Works with your existing stack

All integrations

Resemble AI is a forward-thinking company shaping the future of responsible AI — bridging the gap between powerful AI creation tools and the trust the world needs to use them.

Jonathan Silber
Co-Founder & Director, Google AI Futures Fund
99.5%
Detection accuracy at enterprise scale
with Resemble AI
Frequently asked questions
What is DETECT-World?
DETECT-World is Resemble AI's flagship deepfake detection model — a model built on world model architecture that detects synthetic content across audio, video, and image through a single API.
What are DETECT-World's accuracy benchmarks?
DETECT-World ranks #1 on the Pondonos benchmark with 99.5% audio detection accuracy. Internal benchmarks show ~98% detection accuray on videos and ~96% detection accuracy on images.
What AI models can DETECT-World detect?
Trained against 250+ generative AI systems — ElevenLabs, Coqui, DALL-E 3, Stable Diffusion, GPT-4o, Flux v2, Gemini 2.0 Flash, Midjourney v7, Google Veo 2/3, and more. Continuously updated as new models are released.
How does Resemble compare to Reality Defender?
Both cover audio, video, and image. Resemble additionally publishes benchmark rankings (#1 on DFBench), includes PerTH watermarking available on all plans, and provides real-time detection at <300ms.
What is replay attack protection?
A replay attack plays synthetic audio through speakers and re-records it, stripping digital artifacts. DETECT-World includes specific defenses against this, based on research published at Interspeech 2025.
Can Resemble run on our own infrastructure?
Yes — full on-premise and air-gapped deployment is available with no outbound telemetry. SOC 2, GDPR, and HIPAA certifications are all retained on-premise.