OpenAI Whisper vs Deepgram Karşılaştırması

Open-source speech recognition from OpenAI

VS
Deepgram

Enterprise real-time STT API (Nova-3 model)

9 dk okumaAI

Puan Karşılaştırması

Grafik yükleniyor...

Detaylı Puanlama

Performans
OpenAI Whisper9/10
Deepgram10/10
Öğrenme Kolaylığı
OpenAI Whisper8/10
Deepgram8/10
Ekosistem
OpenAI Whisper9/10
Deepgram8/10
Topluluk
OpenAI Whisper9/10
Deepgram7/10
İş Pazarı
OpenAI Whisper8/10
Deepgram7/10
Gelecek
OpenAI Whisper9/10
Deepgram9/10

Artıları & Eksileri

OpenAI Whisper

Artıları

  • Open-source MIT (Whisper v3)
  • 99 languages support (Türkçe strong)
  • Self-host unlimited volume
  • Fine-tunable on custom data
  • Timestamps word-level
  • Speaker diarization (3rd party combines)
  • OpenAI API $0.006/minute cheap
  • Offline processing possible

Eksileri

  • Self-host GPU gerekir (A10, L4+)
  • Real-time streaming weaker (batch focus)
  • Latency 2-5s batch typical
  • Post-processing (punctuation) basic

En Uygun

Podcast/video transcriptionMultilingual appsPrivacy-sensitive (self-host)Cost-sensitive high volumeAccuracy-first (pre-recorded)

Deepgram

Artıları

  • Ultra-low latency (200ms real-time)
  • Streaming WebSocket API
  • Speaker diarization built-in
  • 36 languages (Türkçe dahil)
  • Industry-specific models (medical, finance)
  • Nova-3 model — Whisper-beating WER
  • Batch + live unified
  • Enterprise SLA + support

Eksileri

  • Pricing $0.43/hour vs Whisper API $0.36
  • Closed-source
  • Free tier sınırlı (200 hours)
  • Fine-tuning premium plan

En Uygun

Real-time transcription (call, meeting)Customer support automationLive captioning eventsMedical/legal dictationEnterprise SLA requirements

Kod Karşılaştırması

OpenAI Whisper
// Python self-host
import whisper

model = whisper.load_model("large-v3")
result = model.transcribe("audio.mp3", language="tr")
print(result["text"])

// OpenAI API
import OpenAI from 'openai';
const openai = new OpenAI();
const transcription = await openai.audio.transcriptions.create({
    file: fs.createReadStream('audio.mp3'),
    model: 'whisper-1'
});
Deepgram
import { createClient } from '@deepgram/sdk';

const deepgram = createClient(API_KEY);

// Live transcription
const live = deepgram.listen.live({ model: 'nova-3', language: 'tr' });
live.on('Results', (data) => console.log(data.channel.alternatives[0].transcript));

// Batch
const { result } = await deepgram.listen.prerecorded.transcribeFile(audioBuffer);

Sonuç

Real-time + low latency + enterprise → Deepgram. Batch + multilingual + open-source → Whisper. Google Speech-to-Text + Azure alternatives. Whisper self-host cost leader, Deepgram real-time quality leader.

Ücretsiz Danışmanlık Al
SSS

Sıkça Sorulan Sorular

Apple Speech on-device free iOS, zero latency. Whisper cloud global languages + accuracy lead. iOS app: Apple free tier + Whisper fallback premium.

İlgili Blog Yazıları

Tüm Yazıları Gör

İlgili Projeler

Tüm Projeleri Gör

Bunu da begenebilirsiniz