Vapi lets teams combine speech recognition, models, voices, telephony, tools, and observability, but layered per-minute cost, retention, consent, reliability, and escalation must be proven with real calls.
Direct verdict
Vapi earns a shortlist for engineering-led voice products that need provider flexibility and will invest in evaluation, consent, safe tools, and fallback. Budget from recorded production-like calls, not the $0.05 platform line alone.
What to verify
Run 300 consented synthetic calls covering silence, accents, interruptions, noisy audio, ambiguous requests, prompt injection, identity uncertainty, transfer, provider outage, tool timeout, and opt-out. Track task success, unsafe action, latency, hang-up, transfer quality, PII exposure, retained artifacts, and fully loaded cost per resolved call.