Pick Bland if you have engineers and want it self-hosted.
- Data stays on your servers
- HIPAA and SOC 2 today
- ~800ms slower replies
- No follow-up sequence, no DNC built in
Honest comparison
Short version: we call your leads in seconds and keep working them for five days, out of the box. They're the better pick if you have engineers and want to build your own. The details are below.
Quick verdict
Speed to lead, no engineers
Developers
Engineers
Healthcare
Core technology · Dialing · Setup · Pricing · Security · Analytics. Ties count for both.
Full comparison
Six categories, four platforms. Green wins, amber partial, grey no.
| Feature | ZEDNEX AI | Bland AI | Vapi | Retell AI |
|---|---|---|---|---|
| AI architectureHow the AI processes audio | Native audio-to-audioIn-house model, no STT/TTS pipeline | LLM + STT + TTS3-stage pipeline | LLM + STT + TTSBring-your-own stack | LLM + STT + TTS3-stage pipeline |
| Response latencyAI response after caller speaks | ~200msIn-house audio engine | ~800ms average | ~500ms+varies by stack | ~700–800ms |
| Underlying AI modelWhat powers the voice | ZEDNEX in-house systemBuilt and tuned for phone calls | Custom LLMself-hosted | Bring your ownGPT, Claude, etc. | Custom LLM + providers |
| Interruption handlingNatural barge-in mid-sentence | Native | Partial | Configurable | Partial |
| Voicemail detectionLive answer vs voicemail, instant | Built-in | Built-in | Manual setup | Built-in |
| Calls new leads in secondsFrom CRM, Google Sheet, Meta, web forms | Core product, ~5s | Partial | Dev-first | Secondary |
| 5-day follow-up sequenceRetries, texts, voicemail, callbacks | Built in, five tries | Build it yourself | Build your own | Not included |
| DNC list scrubbingFederal do-not-call compliance | Included, all plans | Manual | Manual | Manual |
| Live call transfer to humanWarm handoff mid-call | Real-time | Supported | Supported | Supported |
| Inbound answeringSame agent picks up your calls | Included | Limited UI | API only | Basic |
| Every call recorded & loggedRecording, transcript, outcome | All plans | Available | Available | Available |
| Target user | Owners who buy leads | Developers / enterprise | Developers / engineers | Developers / regulated industries |
| No-code requiredNon-technical users can operate | Full dashboard | Visual builderdev help needed | API-first | Some no-code |
| Time to first callFrom signup to calling leads | ~15 minutes | Days to weeks | Weeks | Days to weeks |
| Onboarding supportHelp getting your agent live | Setup call, we do it with you | Discord / docs | Discord / docs | Docs + support |
| Visual call flow builderBuild flows without code | Included | Pathway builder | JSON / API only | Basic |
| ZEDNEX ManagerRun it by chatting | Unique to ZEDNEX | — | — | — |
| Pricing model | Flat monthly plans | Per-minuteplan-based | Per-minute+ separate LLM/STT/TTS bills | Per-minutepay-as-you-go |
| Entry priceMinimum to get started | $499/month1,000 credits ≈ 500 min included | $0.09–$0.14/min+ $15 per phone number | $0.05/min base+ STT + TTS + LLM + phone | $0.07–$0.31/mincomponent-based |
| Hidden costsWhat's not in the base price | None — credits included | Phone numbers, SMS, failed-call fees | STT, TTS, LLM, phone4+ separate bills | Telephony provider on top |
| Predictable monthly costFixed vs variable billing | Fixed plans | Varies with volume | Multiple variable bills | Varies with volume |
| Money-back guarantee | 30 days | None | None | None |
| Free trial / credits | Free evaluation call | Free tier100 calls/day, $0.14/min | $10 starting credits | $10 starting credits |
| SOC 2 compliance | Certified | Certified | Enterprise tier only | SOC 2 Type 1 & 2 |
| HIPAA compliance | On roadmap | Available | $1,000/mo add-on | Available |
| TCPA AI disclosureBuilt-in | Enforced | Configurable | Manual | Manual |
| Call recordings & audit trails | All plans | Available | Available | Available |
| Role-based accessRBAC | Included | Enterprise | Enterprise | Not available |
| Data residency / encryption | Encrypted at rest + in transit | Available | Available | Available |
| Live dashboardEvery lead, every attempt | Real-time | Available | Basic | Available |
| Call transcripts | All plans | Available | Available | Available |
| Connect rate analytics | Per lead source | Basic | Build yourself | Available |
| Outcome trackingDisposition | Included | Configurable | Manual setup | Partial |
| AI call summary per call | Automatic | Available | Prompt-based | Available |
The ZEDNEX advantage
Rivals route every call through STT → LLM → TTS — three hops, three delays. ZEDNEX runs on an in-house audio-to-audio engine, hearing and replying directly, like a person.
Competitors are built for developers — an API and a build week before you dial. ZEDNEX sets itself up on one call and is calling your leads before it ends.
Vapi bills platform, STT, TTS, LLM and telephony separately; Bland adds number and failed-call fees. ZEDNEX is one price with 1,000 calling credits built in.
Honest assessment
Decision guide
Every lead called in seconds and worked for five days. Live in 15 minutes, $499 a month, DNC built in.
Self-hosted, custom voice, deep control. Slower replies and more setup, but the data stays with you.
Own every layer, bring any model, pay per minute. Expect to manage several vendors yourself.
HIPAA today, 30+ languages, built for regulated teams with developers on hand.
Still not sure?
Skip the research. Give us your number and a ZEDNEX agent calls you the way it would call your lead — so you can hear the difference yourself before you buy anything.
No forms after this. No sales deck. Just the call.