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Inworld Realtime TTS-2 Inworld · text-to-speech (TTS) API

Strong

163.1 ms P50 time-to-first-audio on Coval; ranked 4th of 112 in the TTS for Voice Agents 2026 index.

Benchmark summary: 68.8/100, ranked 4th of 112 in the TTS for Voice Agents 2026 index (Strong). Strongest criterion: accuracy, 12.3 of 15 points.

Inworld Realtime TTS-2 is a proprietary text-to-speech (TTS) API from Inworld, measured by three independent benchmarks: Artificial Analysis, Coval and Speko.

Overall score

68.8 /100

4 th of 112

Score breakdown

  • Real-time speed 37.8 /60
  • Voice quality 15.8 /20
  • Accuracy 12.3 /15
  • Price 2.9 /5

Data checked on September 30, 2026

Updated after each benchmark capture

Every point comes from a public benchmark: sources · methodology

Gradium TTS Beta vs Inworld Realtime TTS-2 Compare with Inworld Realtime TTS-2 Flash

Inworld Realtime TTS-2 ranks 4th of 112 in the 2026 text-to-speech (TTS) API benchmark, with a score of 68.8/100.

Real-time latency

On Coval's 30-day window ending October 1, 2026 (11,657 runs), Inworld Realtime TTS-2 has a P50 (median) time-to-first-audio (TTFA) of 163.1 ms, 7th lowest of the 31 models Coval measures. Its P99, the slowest 1% of turns, is 293.7 ms (6th lowest of the 31 models Coval measures). Latency consistency: a standard deviation of 567.8 ms (29th lowest of the 31 models Coval measures). Mean time to first byte (TTFB) is 123.1 ms. Speko measures a P50 TTFA of 116 ms from US East (n=30), dated July 3, 2026: 9th lowest of the 29 models Speko measures.

Accuracy (word error rate)

Coval measures an accuracy (word error rate) of 4.5% over 11,637 samples on the same window, 8th lowest of the 31 models Coval measures. Speko rates its pronunciation robustness on numbers, dates and currency at 0.61 on a 0-to-1 scale (6th highest of the 28 models Speko rates).

Voice quality

In the Artificial Analysis Speech Arena (capture of October 1, 2026), Inworld Realtime TTS-2 has an Elo of 1,247 (±17, 95% confidence) from 1,513 blind comparisons, 5th highest of the 92 models Artificial Analysis rates. Speko rates its naturalness at 1,561 Elo from blind A/B votes (16th highest of the 41 models Speko rates).

Price

Artificial Analysis lists Inworld Realtime TTS-2 at $20.8 per 1M characters (38th lowest of the 78 models Artificial Analysis lists a price for). Speko lists a cost of about $25 per 1M characters.

Scoring note

Speko changed its pronunciation robustness between the captures of September 30, 2026 and October 1, 2026 without a new measurement date (0.93, then 0.61): the score uses the average, 0.77. The value shown is the latest.

Languages tested

Tested in Spanish, German, French, Portuguese, Japanese, Chinese, Arabic, Hindi, Vietnamese, Korean, Filipino and Thai by Artificial Analysis or Speko. A language missing here was not tested, which does not mean it is unsupported.

Benchmark measurements

Latency and accuracy — Coval (30-day window)

Mean TTFA
179.6 ms
P50 / median time-to-first-audio (TTFA)
163.1 ms
P90 TTFA
203.3 ms
P95 TTFA
222.1 ms
P99 TTFA (slowest turns)
293.7 ms
Latency consistency (standard deviation)
567.8 ms
Leading silence
56.6 ms
Time to first byte (network arrival)
123.1 ms
Accuracy: word error rate (WER)
4.5%
WER basis
per-clip mean
Latency runs
11,657 runs
Accuracy runs
11,637 runs
Window
30d
Coval snapshot
2026-10-01T10:11:47.318752Z
Coval model ID
inworld-tts-2
Coval model page
benchmarks.coval.ai

Speko

P50 TTFA, US East
116 ms
Naturalness (Elo)
1,561
Head-to-head win rate
63%
Pronunciation robustness (0 to 1)
0.61
Voice drift (lower is steadier)
10
Price per 1M characters
25 USD
Measured on
2026-07-03
Speko model
inworld-tts-2
Speko model page
benchmarks.speko.ai

Artificial Analysis Speech Arena

Speech Arena Elo (blind listener preference)
1,247
Elo 95% interval (±)
17
Arena rank
5
Arena rank range
4-7
Arena appearances
1,513
Voices tested
8
Price per 1M characters
20.8 USD
Released
Aug 2026
Artificial Analysis model
Realtime TTS-2
Artificial Analysis leaderboard
artificialanalysis.ai

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