Speechmatics alternative: Avencera vs Speechmatics
At 100 hours a month with speaker labels, Speechmatics Melia 1 costs 3.4× as much as Avencera. Avencera’s speaker labels make fewer errors on all 10 recording types in pyannoteAI’s benchmark. Speechmatics transcribes words more accurately on 2 of 3 published tests, by up to 2.39 points; Avencera wins one.
At a glance
Speechmatics sells several model tiers. Melia 1 is its lower-priced pre-recorded model and Enhanced its most accurate. Speaker labels are included on batch jobs, and it covers 55+ languages.
| Feature | Avencera | Speechmatics |
|---|---|---|
| Transcript, at 100 hours a month | $0.06 an hour | Melia 1: $0.24 an hour (4.0×)Enhanced: $0.75 an hour (12×) |
| With speaker labels, at 100 hours a month | $0.07 an hour | Melia 1: $0.24 an hour (3.4×)Enhanced: $0.75 an hour (10×) |
| Speaker labels | Included in the speaker transcript price | Melia 1: includedEnhanced: included |
| Billing | Prepaid credit, no subscription | Melia 1: pay as you goEnhanced: pay as you go |
| Real-time streaming | No, recorded audio only | Yes |
| Languages | English with Parakeet v2, 25 European languages with v3 | 55+ languages |
| Longest file | 2 hours or 100 MB per request, 24 hours as a job | Under 1 GB per upload |
| Self-hosting | Open models you can run yourself | Containers, appliances and on-device on Enterprise plans |
| API | OpenAI-compatible | Speechmatics’s own |
Price with speaker labels
| Audio a month | Avencera | Speechmatics Melia 1 | Speechmatics Enhanced |
|---|---|---|---|
| 10 hours | $0.70 | $2.40 3.4× | $7.50 10× |
| 100 hours | $7.00 | $24.00 3.4× | $75.00 10× |
| 1,000 hours | $70.00 | $240.00 3.4× | $750.00 10× |
| 10,000 hours | $700.00 | $2,400.00 3.4× | $7,500.00 10× |
See every provider at any volume on the pricing page.
Accuracy
Speaker labels
Avencera’s speaker labels make fewer errors than Speechmatics Enhanced on all 10 recording types in pyannoteAI’s benchmark. Averaged across them, the diarization error rate is 23.5% for Avencera and 32.1% for Enhanced.
- Radio interviews 12 recordings, 3 or 4 speakers
Avencera by 6.3 points
Avencera community-1: 10.4%. Speechmatics Enhanced: 16.7%.
- Clinical interviews 51 recordings, 2 or 3 speakers
Avencera by 2.0 points
Avencera community-1: 23.5%. Speechmatics Enhanced: 25.5%.
- Courtroom 12 recordings, 3 to 9 speakers
Avencera by 3.9 points
Avencera community-1: 11.6%. Speechmatics Enhanced: 15.5%.
- Phone calls 61 recordings, 2 speakers
Avencera by 7.9 points
Avencera community-1: 12.2%. Speechmatics Enhanced: 20.1%.
- Task dialogues 19 recordings, 2 speakers
Avencera by 11.4 points
Avencera community-1: 10.1%. Speechmatics Enhanced: 21.5%.
- Meetings 11 recordings, 3 to 6 speakers
Avencera by 18.9 points
Avencera community-1: 36.4%. Speechmatics Enhanced: 55.3%.
- Restaurant conversations 12 recordings, 4 to 8 speakers
Avencera by 12.5 points
Avencera community-1: 51.0%. Speechmatics Enhanced: 63.5%.
- Field interviews 22 recordings, 2 or 3 speakers
Avencera by 10.0 points
Avencera community-1: 18.2%. Speechmatics Enhanced: 28.2%.
- Lab interviews 12 recordings, 2 speakers
Avencera by 5.0 points
Avencera community-1: 14.1%. Speechmatics Enhanced: 19.1%.
- Web video 35 recordings, 1 to 7 speakers
Avencera by 8.0 points
Avencera community-1: 47.8%. Speechmatics Enhanced: 55.8%.
Words
Speechmatics transcribes words more accurately on 2 of 3 published tests, by up to 2.39 points; Avencera wins one.
- Open ASR Leaderboard, long-form Average word error rate on long English recordings
Enhanced by 2.39 points
Avencera Parakeet v3: 13.37%. Speechmatics Enhanced: 10.98%.
- Artificial Analysis Word error rate, measured on each provider’s own API
Avencera by 0.4 points
Avencera Parakeet v3: 4.5%. Speechmatics Melia: 4.9%.
- Artificial Analysis Word error rate, measured on each provider’s own API
Enhanced by 0.5 points
Avencera Parakeet v3: 4.5%. Speechmatics Enhanced: 4.0%.
Which to choose
Choose Speechmatics if
- Word accuracy matters most. Enhanced scores 10.98% on the Open ASR Leaderboard, long-form, against 13.37% for Parakeet v3; Enhanced scores 4.0% on the Artificial Analysis, against 4.5% for Parakeet v3.
- You need real-time streaming. Speechmatics offers it; Avencera transcribes recorded audio only.
- You need more languages. Speechmatics lists 55+ languages.
- You want to start free. Speechmatics gives $100 of free credit with no card required.
- You need an API today. Avencera opens soon.
Choose Avencera if
- You want the lower bill. Speechmatics Melia 1 costs 3.4× as much at 100 hours a month with speaker labels.
- You want better speaker labels for less. In pyannoteAI’s benchmark, Avencera’s speaker labels make fewer errors than Enhanced on all 10 recording types, 23.5% against 32.1% on average.
- You want word accuracy for less. Melia scores 4.9% on the Artificial Analysis, against 4.5% for Parakeet v3.
- You want prepaid credit with no subscription, no minimum and no expiry.
- Your audio stays yours. Avencera deletes it once the transcript is ready and never trains on it.
Switching to Avencera
Avencera serves OpenAI’s transcription API, so the official OpenAI SDKs work with a new base
URL and model name. Set speaker_labels to true for a speaker on every
segment.
from openai import OpenAI
client = OpenAI(base_url="https://api.avencera.com/v1", api_key="YOUR_AVENCERA_KEY")
with open("meeting.mp3", "rb") as audio:
transcript = client.audio.transcriptions.create(
model="avencera/parakeet-tdt-0.6b-v2",
file=audio,
extra_body={"speaker_labels": True},
)Questions
- Is Avencera cheaper than Speechmatics?
- Yes. Avencera transcribes from $0.06 an hour, or $0.07 with speaker labels. At 100 hours a month with speaker labels, Speechmatics Melia 1 costs $24.00 against $7.00 at Avencera, 3.4× as much.
- Is Avencera more accurate than Speechmatics?
- Avencera’s speaker labels make fewer errors than Speechmatics Enhanced on all 10 recording types in pyannoteAI’s benchmark. Averaged across them, the diarization error rate is 23.5% for Avencera and 32.1% for Enhanced. Speechmatics transcribes words more accurately on 2 of 3 published tests, by up to 2.39 points; Avencera wins one. Enhanced scores 10.98% on the Open ASR Leaderboard, long-form, against 13.37% for Parakeet v3. Melia scores 4.9% on the Artificial Analysis, against 4.5% for Parakeet v3. Enhanced scores 4.0% on the Artificial Analysis, against 4.5% for Parakeet v3.
- Which Speechmatics model does this compare?
- Prices use Melia 1, its lower-priced pre-recorded model. The accuracy table shows both Melia and Enhanced, so you can see where each one stands.
- How do I switch from Speechmatics to Avencera?
- Avencera uses OpenAI’s transcription API format, so any OpenAI SDK works. Send the same audio files you send Speechmatics, and map its response fields to the OpenAI-style transcript.