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Amazon Polly Standard Amazon · text-to-speech (TTS) API

Listed

Speech Arena Elo 828 on Artificial Analysis, latency not measured; ranked 101st of 112 in the TTS for Voice Agents 2026 index.

Benchmark summary: 2.4/100, ranked 101st of 112 in the TTS for Voice Agents 2026 index (Listed). Strongest criterion: price, 2.4 of 5 points.

Amazon Polly Standard is a proprietary text-to-speech (TTS) API from Amazon, measured by one independent benchmark, Artificial Analysis.

Overall score

2.4 /100

101 st of 112

Score breakdown

  • Real-time speed 0 /60
  • Voice quality 0 /20
  • Accuracy 0 /15
  • Price 2.4 /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 Amazon Polly Standard Compare with Amazon Polly Neural

Amazon Polly Standard ranks 101st of 112 in the 2026 text-to-speech (TTS) API benchmark, with a score of 2.4/100.

Real-time latency

Neither Coval nor Speko measures Amazon Polly Standard's latency, so it scores 0 of 60 on real-time speed and does not appear in the real-time ranking.

Accuracy (word error rate)

No accuracy measurement: Coval does not measure its word error rate and Speko does not rate its pronunciation robustness, so accuracy counts 0 of 15.

Voice quality

In the Artificial Analysis Speech Arena (capture of October 1, 2026), Amazon Polly Standard has an Elo of 828 (±16, 95% confidence) from 3,295 blind comparisons, 92nd highest of the 92 models Artificial Analysis rates.

Price

Artificial Analysis lists Amazon Polly Standard at $4 per 1M characters (3rd lowest of the 78 models Artificial Analysis lists a price for).

Benchmark measurements

Artificial Analysis Speech Arena

Speech Arena Elo (blind listener preference)
828
Elo 95% interval (±)
16
Arena rank
92
Arena rank range
92
Arena appearances
3,295
Voices tested
4
Price per 1M characters
4 USD
Released
Nov 2016
Artificial Analysis model
Polly Standard
Artificial Analysis leaderboard
artificialanalysis.ai

Not collected

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