TTS API comparison 2026
ElevenLabs Eleven v3 Conversational vs OpenAI GPT-4o mini TTS ElevenLabs vs OpenAI · text-to-speech for voice agents
ElevenLabs Eleven v3 Conversational ranks 10th of 112 with 56.8/100; OpenAI GPT-4o mini TTS ranks 34th with 14.4/100: a gap of 42.4 points on the same public rules, built on Coval, Speko and Artificial Analysis.
Data checked on September 30, 2026 · Coval 30-day window ending October 1, 2026 · updated after each benchmark capture
Side-by-side benchmark
| Measure | ElevenLabs Eleven v3 Conversational | OpenAI GPT-4o mini TTS |
|---|---|---|
| Overall score | 56.8/100 | 14.4/100 |
| Rank | 10th of 112 | 34th of 112 |
| Real-time speed /60 | 29.9 | 1.3 |
| Voice quality /20 | 17.2 | 1 |
| Accuracy /15 | 8.2 | 10.4 |
| Price /5 | 1.5 | 1.7 |
| P50 / median time-to-first-audio Coval, 30-day window | 323.1 ms | 567.4 ms |
| P99 time-to-first-audio (slowest turns) Coval, 30-day window | 497.7 ms | 5896.6 ms |
| Latency consistency (standard deviation) Coval, 30-day window | 52.9 ms | 1575.6 ms |
| P50 time-to-first-audio, US East Speko | 266 ms | 691 ms |
| Accuracy: word error rate (WER) Coval, 30-day window | 4.3% | 4.7% |
| Pronunciation robustness (0 to 1) Speko | 0.3 | 0.4 |
| Speech Arena Elo (blind listener preference) Artificial Analysis | 1200 | not measured |
| Naturalness (Elo) Speko | 1590 | 1424 |
| Price per 1M characters Artificial Analysis | 50 USD | not measured |
Choose ElevenLabs Eleven v3 Conversational if…
- → Ranks 10th of 112 in the overall benchmark, against 34th for OpenAI GPT-4o mini TTS
- → Better P50 / median time-to-first-audio: 323.1 ms vs 567.4 ms (Coval, 30-day window)
- → Better P99 time-to-first-audio (slowest turns): 497.7 ms vs 5896.6 ms (Coval, 30-day window)
- → Better latency consistency (standard deviation): 52.9 ms vs 1575.6 ms (Coval, 30-day window)
- → Better P50 time-to-first-audio, US East: 266 ms vs 691 ms (Speko)
- → Better accuracy: word error rate (WER): 4.3% vs 4.7% (Coval, 30-day window)
- → Better naturalness (Elo): 1590 vs 1424 (Speko)
Choose OpenAI GPT-4o mini TTS if…
- → Better pronunciation robustness (0 to 1): 0.4 vs 0.3 (Speko)
Frequently asked questions
- What is the difference between ElevenLabs Eleven v3 Conversational and OpenAI GPT-4o mini TTS?
- In the 2026 TTS API benchmark, ElevenLabs Eleven v3 Conversational ranks 10th of 112 with 56.8/100 and OpenAI GPT-4o mini TTS ranks 34th with 14.4/100, a gap of 42.4 points on the same rules.
- Which is faster for real-time voice agents, ElevenLabs Eleven v3 Conversational or OpenAI GPT-4o mini TTS?
- On Coval's 30-day window ending October 1, 2026, the P50 time-to-first-audio is 323.1 ms for ElevenLabs Eleven v3 Conversational and 567.4 ms for OpenAI GPT-4o mini TTS; the P99 is 497.7 ms and 5896.6 ms.
- On which criteria does OpenAI GPT-4o mini TTS beat ElevenLabs Eleven v3 Conversational?
- OpenAI GPT-4o mini TTS scores higher on Accuracy (10.4 vs 8.2 out of 15), Price (1.7 vs 1.5 out of 5).
- How are these two text-to-speech APIs scored?
- Both are scored by the same public rules: 4 criteria, 100 points (Real-time speed 60, Voice quality 20, Accuracy 15, Price 5), computed from three independent benchmarks: Coval, Speko and Artificial Analysis. A measurement a benchmark does not publish counts zero, and the model page says why.
- Can these numbers be checked?
- Yes. Each model page lists every measurement with its source and date, and links to the benchmark page it comes from. The rules are on the methodology page.