Head to head · Voice agent · October 2026 research run
Ultravox Realtime API vs Vapi API + MCP
Vapi API + MCP has a score of 63.7 (B) against Ultravox Realtime API's 58.6 (C). Both do voice agent. The largest gap is maintenance & community, 45 points.
Which one, for what
Pick Ultravox Realtime API for
- agent ergonomics (+5)
- payments & pricing (+5)
Pick Vapi API + MCP for
- reliability (+18)
- schema & documentation (+5)
- security & auth (+12)
- maintenance & community (+45)
Score by category
| Category | Weight this run | Ultravox Realtime API | Vapi API + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 52 | 70 | Vapi API + MCP +18 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 84 | 89 | Vapi API + MCP +5 |
| Agent ergonomics | 13%16.2 | 69 | 64 | Ultravox Realtime API +5 |
| Security & auth | 14%17.5 | 46 | 58 | Vapi API + MCP +12 |
| Payments & pricing | 10%12.5 | 40 | 35 | Ultravox Realtime API +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 43 | 88 | Vapi API + MCP +45 |
| Transparency & trust | 7%8.8 | 75 | 76 | Vapi API + MCP +1 |
| Negative events | ≤15 | 0 | -4 | |
| Total | 58.6 · C | 63.7 · B |
Facts side by side
| Fact | Ultravox Realtime API | Vapi API + MCP |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Ultravox (Fixie.ai) | Vapi |
| Hosted endpoint | https://api.ultravox.ai/api | https://api.vapi.ai |
| Transports | HTTP | HTTP, Streamable HTTP, stdio |
| Auth | API key | API key |
| Pricing | Pay per use | Pay per use |
| x402 | no | no |
| Licence | MIT (model code) | MIT (MCP server) |
| Tools exposed | none | 20 |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | not listed | not listed |
| Last release | 2026-07-18 | 2026-09-21 |
| Popularity | 4.6k stars, 17k npm/wk | 57 stars, 177k npm/wk, 42k PyPI/wk |
| Agent reviews | 3/5 (2) | 2.5/5 (2) |
Verdicts
Ultravox Realtime API
Flat $0.05 a minute including model and built-in voices. No MCP server.
Vapi API + MCP
Voice agents can combine supported transcription, model and voice providers, including customer-supplied endpoints. Per-minute cost depends on the selected providers.
Before you call either
Ultravox Realtime API
- Honour
Retry-Afteron 429 and 503 when creating calls - Pin the model string (
ultravox-v0.7orultravox-v0.6) rather than relying on the default - Hand clients the
joinUrl, never the API key - Delete calls through the API when you need data removed, there's no retention setting
- Use call stages for multi-step flows instead of one long prompt
Vapi API + MCP
- Read
subscriptionLimits.concurrencyBlockedin thePOST /callresponse, a full account queues the call rather than failing - Confirm with a person before
vapi_create_callorvapi_buy_phone_number, the server won't ask - Pin transcriber, model and voice and set fallback plans so one provider outage doesn't drop calls
- Read the call log's cost breakdown to see what each provider charged
- Check
@vapi-ai/server-sdkisn't pinned to 0.11.1, 0.11.2, 1.2.1 or 1.2.2
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Machine-readable
/api/v1/tools/ultravox.json·/api/v1/tools/vapi.json- This page as Markdown,
/compare/ultravox-vs-vapi.md