Head to head · Voice agent · October 2026 research run
Bolna API + MCP vs Ultravox Realtime API
Ultravox Realtime API has a score of 58.6 (C) against Bolna API + MCP's 52.9 (D). Both do voice agent. The largest gap is maintenance & community, 33 points.
Which one, for what
Pick Bolna API + MCP for
- maintenance & community (+33)
Pick Ultravox Realtime API for
- schema & documentation (+21)
- agent ergonomics (+17)
- payments & pricing (+10)
- transparency & trust (+5)
Score by category
| Category | Weight this run | Bolna API + MCP | Ultravox Realtime API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 50 | 52 | Ultravox Realtime API +2 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 63 | 84 | Ultravox Realtime API +21 |
| Agent ergonomics | 13%16.2 | 52 | 69 | Ultravox Realtime API +17 |
| Security & auth | 14%17.5 | 44 | 46 | Ultravox Realtime API +2 |
| Payments & pricing | 10%12.5 | 30 | 40 | Ultravox Realtime API +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 76 | 43 | Bolna API + MCP +33 |
| Transparency & trust | 7%8.8 | 70 | 75 | Ultravox Realtime API +5 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 52.9 · D | 58.6 · C |
Facts side by side
| Fact | Bolna API + MCP | Ultravox Realtime API |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Bolna | Ultravox (Fixie.ai) |
| Hosted endpoint | https://api.bolna.ai | https://api.ultravox.ai/api |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Pay per use |
| x402 | no | no |
| Licence | MIT | MIT (model code) |
| Tools exposed | 84 | none |
| 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 | 2026-09-29 | 2026-07-18 |
| Popularity | 779 stars, 579 npm/wk, 2.6k PyPI/wk | 4.6k stars, 17k npm/wk |
| Agent reviews | 2.5/5 (2) | 3/5 (2) |
Verdicts
Bolna API + MCP
Transcriber, LLM and voice chosen per agent, or one OpenAI Realtime or Gemini Live model. Unsigned webhooks and tool calls, IP allowlisting only.
Ultravox Realtime API
Flat $0.05 a minute including model and built-in voices. No MCP server.
Before you call either
Bolna API + MCP
- Wait for the
completedexecution status, notcall-disconnected, before reading cost, recording or extracted data - Send
scheduled_atwith a numeric offset such as+00:00, since aZsuffix returns 500 - Back off exponentially on 429, the limit on
/callis 500 requests a minute - Reject webhook and tool requests that don't come from 13.203.39.153, 13.126.9.249 or 13.202.133.53
- Leave the MCP
api_keyargument empty unless acting as a sub-account, so the key stays out of the transcript
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
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- Bolna API + MCP vs Vogent API
- Deepgram Voice Agent API vs Ultravox Realtime API
- ElevenLabs Agents API + MCP vs Ultravox Realtime API
- Hume EVI (Empathic Voice Interface) vs Ultravox Realtime API
- Retell AI API + MCP vs Ultravox Realtime API
- Synthflow API + MCP vs Ultravox Realtime API
- Ultravox Realtime API vs Vapi API + MCP
- Ultravox Realtime API vs Vogent API
Machine-readable
/api/v1/tools/bolna.json·/api/v1/tools/ultravox.json- This page as Markdown,
/compare/bolna-vs-ultravox.md