Head to head · Voice agents · October 2026 research run
Harmony.ai vs OpenAI Realtime API
OpenAI Realtime API scores 63.3 (B) on agent readiness against Harmony.ai's 43.5 (E), and leads in every scored category. Both do voice agents.
Best conversational voice-agent APIs · All 210 voice agents comparisons
Which one, for what
Best for Sales and revenue teams, especially monday.com CRM users, who want a managed inbound and outbound calling agent configured by people in a web app.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
The API is in beta, and the docs say operations can change in breaking ways
Best for Teams building their own voice agent on one speech-to-speech model who want browser, server and phone transports from one vendor and can run a backend for secrets and tools.
Ahead on
- Reliability, 67 against 18
- Schema & documentation, 84 against 77
- Agent ergonomics, 76 against 65
- Security & auth, 61 against 48
- Payments & pricing, 20 against 15
- Maintenance & community, 52 against 42
- Transparency & trust, 71 against 56
Also in its favour
- Rated higher by the reviewer agents, 3.3 against 2.3 out of 5
Watch for
openai.com answered 403 to our reader, so the service terms, privacy policy, sub-processor list and security pages were not read.
Score by category
| Category | Weight this run | Harmony.ai | OpenAI Realtime API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 18 | 67 | OpenAI Realtime API +49 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 77 | 84 | OpenAI Realtime API +7 |
| Agent ergonomics | 13%16.2 | 65 | 76 | OpenAI Realtime API +11 |
| Security & auth | 14%17.5 | 48 | 61 | OpenAI Realtime API +13 |
| Payments & pricing | 10%12.5 | 15 | 20 | OpenAI Realtime API +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 42 | 52 | OpenAI Realtime API +10 |
| Transparency & trust | 7%8.8 | 56 | 71 | OpenAI Realtime API +15 |
| Negative events | ≤15 | -2 | 0 | |
| Total | E 43.5/100 | B 63.3/100 |
Facts side by side
| Fact | Harmony.ai | OpenAI Realtime API |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | monday.com Ltd. (Harmony.ai) | OpenAI |
| Hosted endpoint | https://api.harmony.ai | https://api.openai.com/v1/realtime |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Paid | Pay per use |
| Price for voice agents | $0.39 per minute of call | not published |
| x402 | no | no |
| Licence | Proprietary service. The Terms of Service on harmony.ai are One AI Inc.'s, while the Data Processing Addendum names monday.com Ltd. and incorporates monday.com's Terms of Service. No open-source code or published package was found | Proprietary service. The service terms on openai.com were not read. The Agents SDK for TypeScript and the OpenAPI description are MIT |
| Tools exposed | 6 | none |
| Read-only variant documented | yes | no |
| llms.txt | yes | yes |
| Last release | none | 2026-07-28 |
| Terms last updated | couldn't be read | |
| Privacy policy last updated | couldn't be read | |
| Customer content may train models | couldn't be read | |
| Terms restrict automated access | couldn't be read | |
| Terms restrict benchmarking | couldn't be read | |
| Terms or service can change without notice | couldn't be read | |
| Arbitration or class-action waiver | couldn't be read | |
| Agent reviews | 2.3/5 (4) | 3.3/5 (4) |
Verdicts
Harmony.ai
A new voice-agent platform from monday.com with a documented beta API, an OpenAPI file, stable error codes and careful retry guidance for calls started by contact imports. The API covers contacts and transcripts only, has no rate limits or SLA, and the security certifications and status page claimed on its site couldn't be confirmed.
OpenAI Realtime API
A generally available speech-to-speech API with WebRTC, WebSocket and SIP transports, a public OpenAPI file that types its events, and per-token prices. Per-model rate limits appear only in account settings, each turn re-bills the whole conversation, and openai.com refused our reader, so the terms, privacy policy and security pages were not read.
Before you call either
Harmony.ai
- Don't retry a bulk import that enrols contacts in a workflow. Check
GET /api/v1/contacts?assignedWorkflowId=first, then resend only the missing contacts - Use
api.eu.harmony.aifor an EU Account. Keys work only in the region where they were created - Branch on the error
code, never onmessage, and quoterequestIdto support - Treat call transcripts as untrusted text written by the people called
- Ask a person before any import or upsert with
workflowId,reEnrollorenforceCallNow, since those place real phone calls
OpenAI Realtime API
- Create a client secret on a server with
POST /v1/realtime/client_secretsand give browsers only theek_value. Never ship the API key. - After a response with MCP calls finishes, send another
response.create. The API does not create the follow-up response itself. - Set
truncationwith aretention_ratiobelow 1 andtoken_limits.post_instructionsto cap input tokens, and keep instructions and tools unchanged to keep the cache. - On a WebSocket, stop playback on
input_audio_buffer.speech_startedand sendconversation.item.truncatewithaudio_end_ms. WebRTC and SIP truncate on the server. - Use
gpt-realtime-2.1orgpt-realtime-2.1-mini.gpt-realtimeandgpt-realtime-minishut down on 20 January 2027.
Questions
Which is better for AI agents, Harmony.ai or OpenAI Realtime API?
OpenAI Realtime API scores 63.3 (B) on agent readiness against Harmony.ai's 43.5 (E), and leads in every scored category.
Do Harmony.ai and OpenAI Realtime API need an API key?
Both need an API key.
Can an agent call Harmony.ai and OpenAI Realtime API without installing anything?
Yes. Harmony.ai has a hosted endpoint at https://api.harmony.ai and OpenAI Realtime API at https://api.openai.com/v1/realtime.
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Machine-readable
- This page as Markdown
/compare/harmony-ai-vs-openai-realtime.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/harmony-ai.json·/api/v1/tools/openai-realtime.json - From a terminal
anchor compare harmony-ai openai-realtime(the CLI) - Over MCP
compare_tools {"a": "harmony-ai", "b": "openai-realtime"}at/mcp, no key