Pindrop detects voice fraud. Resemble also stops every deepfake.
The only multimodal deepfake detector with both full on-premise deployment and built-in watermarking.
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Enterprise-grade. Out of the box.
From on-premise air-gapped deployments to built-in watermarking โ Resemble is built for organizations where the stakes are highest.
On-Premise & Air-Gapped
Full detection stack on your servers with no outbound telemetry and no cloud dependency. Ideal for government, defense, healthcare, and financial institutions with strict data residency requirements. All SOC 2, GDPR, and HIPAA certifications are retained on-premise.
PerTH Watermarking
Imperceptible neural watermarks survive compression and format conversion. Every traceable Resemble output creates an end-to-end chain of custody. Pindrop offers no watermarking capability whatsoever โ they can only detect after the fact, not prevent unauthorized use.
DETECT-3B Omni
3 billion parameters. #1 on DFBench for both speech and image. Trained against 160+ generative AI models including ElevenLabs, Sora, Midjourney, and more.
SOC 2, GDPR & HIPAA
All three certified and included across every plan. No add-ons, no separate compliance contracts, no enterprise-only gating.
Meet DETECT-3B Omni
3 billion parameters. 3 modalities. See how the world's most accurate deepfake detector works across audio, video, and image in real time.
One platform. Every deepfake surface.
Attackers don't limit themselves to one modality. Neither does Resemble. Audio, video, image, and real-time streaming โ all through a single API.
Audio
Detect synthetic speech, voice clones, and AI-generated audio across 40+ languages. EER consistently below 6% on public benchmarks.
Video
Flag face-swaps, lip-sync manipulation, and AI-generated video. EER of ~4.5% overall, with >99% on Veo 2.
Image
Detect GAN-generated faces, AI-edited photos, and partially manipulated images. >99% on StyleGAN; 98% on DALL-E 3 and Midjourney v7.
Real-Time / Live
Stream audio or video and receive a synthetic probability score mid-call, before the fraud completes. Hardened for telephony codecs including G.711 and G.723.1.
Built for the teams where every flag matters
From call centers to broadcast newsrooms to financial compliance โ Resemble Detect fits the workflows that matter most.
Financial Services & KYC
Synthetic voices and deepfake video are increasingly used to bypass identity verification during account opening and high-value authorization calls. Resemble Detect screens audio and video in real time before approvals go through.
Media Verification & Newsrooms
Before a clip goes to air, editors need to know it's real. Resemble Detect gives broadcast teams a fast, API-driven verification layer with watermark provenance checks for Resemble-generated content.
Contact Center Security
Voice deepfakes impersonate customers to social-engineer agents into account changes or fraudulent payouts. Resemble integrates with telephony platforms to flag synthetic callers mid-conversation.
Government & Defense
Disinformation campaigns and synthetic intelligence pose a direct threat to operations. Resemble offers full on-premise and air-gapped deployment โ no cloud dependency, no telemetry.
Content & IP Protection
Studios, labels, and talent agencies need to know when a voice or likeness is used without authorization. PerTH watermarking creates a traceable chain of custody for every piece of authorized content.
Healthcare & Telehealth
Synthetic audio can impersonate clinicians or patients in voice-enabled health platforms. HIPAA-compliant detection with on-premise deployment.
What Pindrop is missing
Pindrop is built around contact center telephony and voice authentication. Everything outside that lane โ image detection, content watermarking, on-premise deployment, and self-serve access โ simply isn't there.
| Feature | โฆ Resemble AI | Pindrop |
|---|---|---|
| Audio Deepfake Detection | โ EER <6%, 40+ languages, any source | ~ Contact center / telephony focused |
| Video Deepfake Detection | โ EER ~4.5%, full API access | ~ Webex & Zoom only |
| Image Detection | โ #1 DFBench Image ยท DALL-E 3, Midjourney | โ Not offered |
| Real-Time / Streaming Detection | โ <300ms ยท standard API | ~ Contact center platform required |
| Public Benchmark Ranking | โ #1 DFBench Speech & Image | โ Not published on independent leaderboards |
| Content Watermarking | โ PerTH watermarking available | โ No watermarking capability |
| On-Premise / Air-Gapped | โ Full stack, all certs retained | โ Not available |
| TTS + Detection in One Platform | โ Full voice generation platform | โ Detection / authentication only |
| HIPAA Compliance | โ Included | โ Yes |
| Replay Attack Protection | โ Codec-hardened, Interspeech 2025 | โ Yes (Pulse liveness) |
Plug into your existing security stack
Resemble Detect fits the platforms your team already uses โ no custom infrastructure required.
Pay only for what you use. Start free.
Resemble runs on a single Flex Plan: load credits and pay per second of audio or video processed, with no minimums. Credits never expire. Pindrop requires an enterprise sales process with no published pricing and no self-serve option.
โฆ Flex Plan
- Audio deepfake detection โ $0.04/sec
- Video deepfake detection โ $0.07/sec
- Image deepfake detection โ $0.04/image
- Watermark encode โ $0.0005/sec
- Watermark decode โ $0.0002/sec
- Credits never expire
- Access to all voice models
- Voice cloning capabilities
- Full API access
- Add team seats & voices as needed
Enterprise
- Volume discounts up to 80%
- Higher concurrency limits
- Enterprise SLAs & SOC 2
- Custom model training
- SSO / SAML authentication
- Dedicated support
- On-premise deployment
Where Resemble goes further than Pindrop
Pindrop is built around inbound telephony and voice authentication. Resemble covers the full threat surface: image and video detection Pindrop doesn't offer, PerTH watermarking for provenance tracking, and a full on-premise and air-gapped deployment for the organizations that need it. Pindrop has none of these.
Trusted by security leaders and the press
"Resemble AI is addressing this critical cybersecurity need with an elegant solution offering strengthened trust and safety."
"Resemble AI has more than a million users who've generated 35 years' worth of audio โ and built the tools to verify it."
"Resemble AI recreated Andy Warhol's voice from just three minutes of original recordings for the Netflix docuseries The Andy Warhol Diaries."
"DETECT-3B Omni delivers 98% accuracy across 38 languages and ranks first on Hugging Face's audio and image deepfake detection leaderboards."
"Resemble AI has built an AI detection platform that helps organizations identify AI-generated deepfakes and prevent fraud โ already used by Fortune 500s and government agencies."
"Resemble AI is a forward-thinking company shaping the future of responsible AI โ bridging the gap between powerful AI creation tools and the trust the world needs to use them."
Common questions
What security teams ask when comparing Resemble AI and Pindrop.
Start detecting deepfakes today.
No credit card ยท On-premise available ยท SOC 2 certified