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Fish Audio S2.1 Pro Fish Audio · text-to-speech (TTS) API

Visible delay

318 ms median and 568 ms P95 time to first audio on Coval (30 days to October 22, 2026): Visible delay speed tier.

Benchmark summary: Visible delay speed tier on Coval's P95 (the voice becomes a visible part of the delay).

Fish Audio S2.1 Pro is a proprietary text-to-speech (TTS) API from Fish Audio, measured by three independent benchmarks: Artificial Analysis, Coval and Speko.

Speed tier

Visible delay

P95 of 320 ms or more. The voice becomes a visible part of the delay.

Median time to first audioCoval, 30 days
318 ms
P95 time to first audio (slow turns)Coval, 30 days
568 ms
Naturalness EloSpeko
not rated
Listener Elo (95% interval)Artificial Analysis
1,189 ±14
Numbers and dates (0 to 1)Speko
not rated
List price per 1M charactersall sources
$15
  • Tagged multilingual by Coval
  • Customer service (Artificial Analysis): 21st, Elo 1211 ±29

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

Gradium TTS vs Fish Audio S2.1 Pro Fastest TTS APIs, by speed tier

Speed

On Coval's 30-day window ending October 22, 2026 (3,376 runs from US East), Fish Audio S2.1 Pro starts speaking after 317.9 ms on a typical turn (median) and 568 ms on a slow turn (P95, the slowest one in twenty). That P95 is 24th lowest of the 32 models Coval measures, which puts it in the Visible delay tier: the voice becomes a visible part of the delay. Speko's board plots it at 198 ms time to first audio from US East.

Voice quality

In the Artificial Analysis Speech Arena it holds 1,189 ±14 Elo (95% interval), 20th highest of the 98 models Artificial Analysis rates; scores whose intervals overlap are a tie. In its Customer Service category, Artificial Analysis places it 21st, at 1,211 Elo.

Numbers and dates

Speko has not scored its pronunciation of numbers and dates.

Price

Artificial Analysis lists $15. List prices, as each source prints them.

Benchmark measurements

Latency and accuracy — Coval (30-day window)

Mean TTFA
349.7 ms
P50 / median time-to-first-audio (TTFA)
317.9 ms
P90 TTFA
430.3 ms
P95 TTFA
568 ms
Latency consistency (standard deviation)
115.1 ms
Leading silence
15.3 ms
Time to first byte (network arrival)
334.4 ms
Accuracy: word error rate (WER)
1.8%
WER basis
pooled
Latency runs
3,376 runs
Accuracy runs
3,374 runs
Window
30d
Coval snapshot
2026-10-22T14:00:19.256741Z
Coval model ID
s2.1-pro
Coval model page
benchmarks.coval.ai
Tagged multilingual
✓
Feature tags
emotion-control, multilingual, voice-cloning

Speko

Speko model
s2.1-pro
Speko model page
benchmarks.speko.ai
Time to first audio, board chart
198 ms

Artificial Analysis Speech Arena

Customer service rank
21
Customer service Elo
1,211
Customer service Elo 95% interval (±)
29
Speech Arena Elo (blind listener preference)
1,189
Elo 95% interval (±)
14
Arena rank
20
Arena rank range
18-23
Arena appearances
2,065
Voices tested
8
Price per 1M characters
15 USD
Released
Oct 2026
Artificial Analysis model
Fish Audio S2.1 Pro (Oct 2026)
Artificial Analysis leaderboard
artificialanalysis.ai

Price (all sources)

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

Not collected

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