Speech-to-Text

Live

How each system turns speech to text for a live agent — how fast it ends the turn in a live call, accuracy on clean English, and price. Streaming models a caller actually hears rank first; batch transcription APIs sit at the end. Measured through one gateway, no human scoring.

Global rankings·English · clean read (FLEURS, n=50) · measured 2026-07-03 · run 07-03method ↗
3 metrics · click any column to sort
Rank · Provider / Model
01
Smallest AI
Pulse
5.1%
183ms †Flushed at end-of-speech: Speko forces the final on the turn signal for flush-capable providers, instead of waiting the vendor silence timer (~1–3s).n=22
02
Smallest AI
Pulse Pro
6.4%95% CI 4.4–8.8 · n=50
Batch / pre-recorded HTTP model — no streaming socket, so it cannot carry a live turn (like the other batch APIs).
03
Deepgram
Nova-3
9.8%
368msn=19
$0.0048
04
Deepgram
Nova-2
13.9%
387msn=18
$0.0043
05
Cartesia
Ink-2
11.0%
575msn=22
$0.0022
06
Alibaba
Qwen3-ASR
2.8%
710msn=12
07
Google
Chirp 3
3.9%
995msn=14
08
ElevenLabs
Scribe v2
3.1%
1750msn=14
$0.0067
09
Soniox
stt-rt-v5
7.5%95% CI 4.8–10.7 · n=50
269msus-east4 p50 over the 11/20 clips that finalized on Soniox NATIVE endpointing (flush off on staging). 9/20 did not finalize from silence alone — native turn-detection is unreliable; the flush path (on in prod) is needed for a dependable final, where Soniox should reach the ~180ms flush-forced class like Smallest. 5/11 were early finalizes.n=11/20 · native
$0.002
10
OpenAI
GPT-4o Transcribe
2.3%
$0.006
11
OpenAI
GPT-4o-mini Transcribe
2.7%
$0.003
12
ElevenLabs
Scribe v1
3.1%
$0.0067
13
OpenAI
Whisper-1
3.9%
$0.006
14
xAI
Grok STT
4.8%
15
Gradium
Gradium ASR
13.7%
16
Cartesia
Ink-Whisper
25.2%
$0.0022
Reading

For a live agent the number a caller actually feels is end-of-turn latency, not clean-read WER — so this board leads with the models that stream a live turn through the gateway, ordered by how fast they finalize it. Smallest Pulse ends the turn in ~183 ms (flushed at end-of-speech); Deepgram nova-3/nova-2 and Cartesia ink-2 sit in a 368–575 ms band; Alibaba Qwen3-ASR lands at ~710 ms — fast, and at 2.8% WER, though its DashScope endpoint is Asia-hosted; Google Chirp 3 trails at ~995 ms; and ElevenLabs Scribe v2 sits near 1.75 s on its patient default VAD (tunable, not a floor). Soniox streams too, but its live end-of-turn is not yet measured. The batch transcription APIs below (OpenAI, ElevenLabs Scribe v1, xAI Grok, Gradium) win clean-read WER — a near-solved 2.3–3.9% cluster — but do not stream a live turn here, so end-of-turn reads as a dash; click WER to rank the whole board by accuracy instead. Caveats: streaming-first ASRs like nova-3 and ink-2 score worse on whole-clip WER because batch scoring truncates them (treat as a lower bound), and Grok and Gradium were measured on loudness-normalized input (see flags).