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Speech-to-text APIs for voice agents compared

On Coval's public speech-to-text benchmark, Wire-1 by Saidwire has the shortest mean time to final transcript of the 29 models ranked, 35 ms (Coval, last measured Nov 10, 2026), but it is not the most accurate: its word error rate is 3.7%, and the lowest on Coval's page are 2.2% to 2.5% (Coval word error rate page, read Nov 10, 2026). No API leads on speed, accuracy, languages and price at once, so the right one depends on what your voice agent needs most.

Side by side

Five vendors a voice-agent builder often weighs, with every model Coval lists for each. Lower is better in both number columns. Coval ranks more vendors than this page covers; its pages have the full list.

VendorModel (as Coval lists it)Mean time to final segmentWord error rateListed real-time priceSources and dates
SaidwireWire-135 ms3.7%$0.25 per audio hourCoval, last measured Nov 10, 2026; Saidwire pricing
SonioxSTT RT v549 ms4.7%Real-time (streaming) speech-to-text: about $0.12 per hourCoval, last measured Nov 10, 2026; Soniox pricing page, read Nov 10, 2026
SonioxSTT RT v658 ms3.6%same vendor, see aboveCoval, last measured Nov 10, 2026; Soniox pricing page, read Nov 10, 2026
ElevenLabsScribe v2 Realtime117 ms4.2%Scribe v2 Realtime: $0.22 per hourCoval, last measured Nov 10, 2026; ElevenLabs pricing page, read Nov 10, 2026
SpeechmaticsLinden 1235 ms3.8%Linden 1 (voice agent model, real-time): $0.15 per hour, shown beside a crossed-out $0.20Coval, last measured Nov 10, 2026; Speechmatics pricing page, read Nov 10, 2026
OpenAIGPT Realtime Whisper557 ms4.0%not listed under this model name; see the pricing pageCoval, last measured Nov 10, 2026; OpenAI pricing page

Speed and error rate: Coval's time to final segment and word error rate pages, rolling 30 days, read Nov 10, 2026. Saidwire's row covers 3,616 samples. Prices: each vendor's own pricing page, read Nov 10, 2026.

How to choose

One-to-one comparisons

How to read these numbers

Test on your own audio

Benchmarks narrow the list; your own calls decide. Saidwire's free key covers 120 audio hours with no card (saidwire.com/dev). Stream a call and time the gap between Finalize and the final result:

# pip install websockets   (Python 3.10+)
import asyncio, json, os
from websockets.asyncio.client import connect

URL = ("wss://api.saidwire.com/v1/listen?encoding=linear16&sample_rate=16000"
       "&interim_results=true&punctuate=true&endpointing=false")

async def run(frames):                     # frames: 20-100 ms chunks of 16-bit PCM
    headers = {"Authorization": f"Token {os.environ['SAIDWIRE_API_KEY']}"}
    async with connect(URL, additional_headers=headers) as ws:
        async def read():
            async for raw in ws:
                m = json.loads(raw)
                if m.get("type") == "Results":
                    text = m["channel"]["alternatives"][0]["transcript"]
                    print("final  " if m["is_final"] else "interim", text)
        reader = asyncio.create_task(read())
        async for chunk in frames:
            await ws.send(chunk)
        # your turn detector says the user stopped: ask for the final now
        await ws.send(json.dumps({"type": "Finalize"}))
        await ws.send(json.dumps({"type": "CloseStream"}))
        await reader

Run the same audio through the other vendors you are weighing with their own keys and SDKs, under their terms, and compare what you see.

Questions

Which speech-to-text API returns the final transcript soonest for voice agents?

On Coval's public benchmark, Wire-1 by Saidwire: 35 ms mean time to final segment, 1st of 29 (Coval, last measured Nov 10, 2026).

Is Wire-1 the most accurate speech-to-text API?

No. Wire-1 measures a 3.7% word error rate, and the most accurate models on Coval's public benchmark measure 2.2% to 2.5% (Coval word error rate page, read Nov 10, 2026).

Did Saidwire run these tests?

No. Every speed and error-rate figure is Coval's, and every price is from the vendor's own pricing page. Saidwire does not test other vendors.

How often do the numbers change?

Coval re-measures daily over a rolling 30 days. This page was read on Nov 10, 2026; follow the source links for today's figures.

Questions or stuck? Email support@saidwire.com. Saidwire LLC, 215 W Pershing Rd Ste 403 PMB 1093, Kansas City MO 64108.

Soniox, ElevenLabs, Speechmatics, OpenAI and the other names on this page belong to their respective owners. They are named only to describe compatibility or to compare public figures; no partnership or endorsement is implied. Coval benchmark figures are from Coval's public pages; Coval does not endorse Saidwire.