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

Headroom

61 ms median and 98 ms P95 time to first audio on Coval (30 days to October 22, 2026): Headroom speed tier.

Benchmark summary: Headroom speed tier on Coval's P95 (headroom to spend elsewhere in the turn), a tie within 10 ms with Alibaba Qwen3 TTS Fast and Gradium TTS on slow turns. On the Coval and Artificial Analysis frontier: no other model is both faster and rated higher.

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

Speed tier

Headroom

P95 at or under 101 ms. Headroom to spend elsewhere in the turn.

Median time to first audioCoval, 30 days
61 ms
P95 time to first audio (slow turns)Coval, 30 days
98 ms
Naturalness EloSpeko
1501
Listener Elo (95% interval)Artificial Analysis
1,218 ±13
Numbers and dates (0 to 1)Speko
0.58
List price per 1M charactersall sources
$10.4 to $15

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

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

Speed

On Coval's 30-day window ending October 22, 2026 (3,180 runs from US East), Inworld Realtime TTS-2 Flash starts speaking after 61 ms on a typical turn (median) and 98.2 ms on a slow turn (P95, the slowest one in twenty). That P95 is 3rd lowest of the 32 models Coval measures, which puts it in the Headroom tier: headroom to spend elsewhere in the turn. On the median it is a tie (gap under 10 ms) with Alibaba Qwen3 TTS Fast and Gradium TTS. Speko's board plots it at 50 ms time to first audio from US East; its model page reports a 82 ms sweep.

Voice quality

Speko rates its naturalness at 1,501 Elo from blind A/B votes on phone-agent lines (24th highest of the 43 models Speko rates). In the Artificial Analysis Speech Arena it holds 1,218 ±13 Elo (95% interval), 12th highest of the 98 models Artificial Analysis rates; scores whose intervals overlap are a tie. In its Customer Service category, Artificial Analysis places it 19th, at 1,236 Elo.

Numbers and dates

Speko's pronunciation test on numbers, dates and currency scores it 0.58 on a 0-to-1 scale (7th 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 $10.4. Speko lists about $15. List prices, as each source prints them: a range of $10.4 to $15.

Languages tested

Tested in Spanish, German, French, Portuguese, Japanese, Chinese, Arabic, Hindi and Vietnamese 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
79.8 ms
P50 / median time-to-first-audio (TTFA)
61 ms
P90 TTFA
82.8 ms
P95 TTFA
98.2 ms
Latency consistency (standard deviation)
792.2 ms
Leading silence
4.5 ms
Time to first byte (network arrival)
75.3 ms
Accuracy: word error rate (WER)
2%
WER basis
pooled
Latency runs
3,180 runs
Accuracy runs
3,178 runs
Window
30d
Coval snapshot
2026-10-22T14:00:19.256741Z
Coval model ID
inworld-tts-2-flash
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
82 ms
Naturalness (Elo)
1,501
Pronunciation robustness (0 to 1)
0.58
Voice drift (lower is steadier)
13
Price per 1M characters
15 USD
Measured on
2026-09-03
Speko model
inworld-tts-2-flash
Speko model page
benchmarks.speko.ai
Time to first audio, board chart
50 ms

Artificial Analysis Speech Arena

Customer service rank
19
Customer service Elo
1,236
Customer service Elo 95% interval (±)
26
Speech Arena Elo (blind listener preference)
1,218
Elo 95% interval (±)
13
Arena rank
13
Arena rank range
11-17
Arena appearances
2,613
Voices tested
8
Price per 1M characters
10.4 USD
Released
Aug 2026
Artificial Analysis model
Realtime TTS-2 Flash
Artificial Analysis leaderboard
artificialanalysis.ai

Price (all sources)

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

Frontiers

On the Coval and Artificial Analysis frontier
✓

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