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

Fast enough

153 ms median and 200 ms P95 time to first audio on Coval (30 days to October 22, 2026): Fast enough speed tier.

Benchmark summary: Fast enough speed tier on Coval's P95 (fast enough for most agents), a tie within 10 ms with Palabra TTS v1 on slow turns. On the Coval and Artificial Analysis frontier: no other model is both faster and rated higher.

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

Speed tier

Fast enough

P95 from 138 ms to 263 ms. Fast enough for most agents.

Median time to first audioCoval, 30 days
153 ms
P95 time to first audio (slow turns)Coval, 30 days
200 ms
Naturalness EloSpeko
1561
Listener Elo (95% interval)Artificial Analysis
1,267 ±15
Numbers and dates (0 to 1)Speko
0.61
List price per 1M charactersall sources
$15 to $25

Data read October 22, 2026. No combined score: methodology

Gradium TTS vs Inworld Realtime TTS-2 Fastest TTS APIs, by speed tier

Speed

On Coval's 30-day window ending October 22, 2026 (3,177 runs from US East), Inworld Realtime TTS-2 starts speaking after 152.5 ms on a typical turn (median) and 200.2 ms on a slow turn (P95, the slowest one in twenty). That P95 is 8th lowest of the 32 models Coval measures, which puts it in the Fast enough tier: fast enough for most agents. On the median it is a tie (gap under 10 ms) with Fish Audio Drama 3 Preview. Speko's board plots it at 84 ms time to first audio from US East; its model page reports a 116 ms sweep.

Voice quality

Speko rates its naturalness at 1,561 Elo from blind A/B votes on phone-agent lines (15th highest of the 43 models Speko rates). In the Artificial Analysis Speech Arena it holds 1,267 ±15 Elo (95% interval), 6th highest of the 98 models Artificial Analysis rates; scores whose intervals overlap are a tie. In its Customer Service category, Artificial Analysis places it 6th, at 1,311 Elo.

Numbers and dates

Speko's pronunciation test on numbers, dates and currency scores it 0.61 on a 0-to-1 scale (6th highest of the 30 models Speko scores). This is the accuracy measure used here; Coval's word error rate separates models too little to compare them.

Price

Coval lists $15 per 1M characters (since Aug 24, 2026). Artificial Analysis lists $20.8. Speko lists about $25. List prices, as each source prints them: a range of $15 to $25.

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
177 ms
P50 / median time-to-first-audio (TTFA)
152.5 ms
P90 TTFA
185.5 ms
P95 TTFA
200.2 ms
Latency consistency (standard deviation)
728.9 ms
Leading silence
55.4 ms
Time to first byte (network arrival)
121.6 ms
Accuracy: word error rate (WER)
1.9%
WER basis
pooled
Latency runs
3,177 runs
Accuracy runs
3,175 runs
Window
30d
Coval snapshot
2026-10-22T14:00:19.256741Z
Coval model ID
inworld-tts-2
Coval model page
benchmarks.coval.ai
Tagged multilingual
✓
Feature tags
emotion-control, multilingual, voice-cloning
List price per 1M characters
15 USD
Price listed since
Aug 24, 2026

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
Time to first audio, board chart
84 ms

Artificial Analysis Speech Arena

Customer service rank
6
Customer service Elo
1,311
Customer service Elo 95% interval (±)
30
Speech Arena Elo (blind listener preference)
1,267
Elo 95% interval (±)
15
Arena rank
6
Arena rank range
5-7
Arena appearances
2,205
Voices tested
8
Price per 1M characters
20.8 USD
Released
Aug 2026
Artificial Analysis model
Realtime TTS-2
Artificial Analysis leaderboard
artificialanalysis.ai

Price (all sources)

Lowest list price per 1M characters
15 USD
Highest list price per 1M characters
25 USD

Frontiers

On the Coval and Artificial Analysis frontier
✓

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