Deepgram Flux
End-to-end voice-to-voice and high-precision speech-to-text model optimized for enterprise AI agent telephone telephony.
Quality Domain Radar
6-Axis Frontier Evaluation vs Category Average & Flagship
Sumbu radar diaproksimasi dari skor kategori jika pengukuran benchmark langsung tidak tersedia — lihat Metodologi.
Kelebihan & Trade-off
Di mana ia menang
- Fastest conversational STT — 260 t/s-class realtime factor
- Enterprise accuracy on calls and meetings
- Purpose-built turn-taking for voice agents
Hal yang perlu diperhatikan
- Audio input only — pair with an LLM for reasoning
- Noisy environments need endpoint tuning
Kasus Penggunaan Killer
Quickstart Developer & API
DEEPGRAM_API_KEY dulu — dapatkan kunci APIcurl -X POST "https://api.deepgram.com/v1/listen?model=flux-general-en" \
-H "Authorization: Token $DEEPGRAM_API_KEY" \
-H "Content-Type: audio/wav" \
--data-binary @call.wavimport os, requests
with open("call.wav", "rb") as f:
resp = requests.post(
"https://api.deepgram.com/v1/listen",
params={"model": "flux-general-en"},
headers={"Authorization": f"Token {os.environ['DEEPGRAM_API_KEY']}"},
data=f,
)
print(resp.json()["results"]["channels"][0]["alternatives"][0]["transcript"])const audio = await fs.promises.readFile("call.wav");
const res = await fetch("https://api.deepgram.com/v1/listen?model=flux-general-en", {
method: "POST",
headers: { Authorization: `Token ${process.env.DEEPGRAM_API_KEY}`, "Content-Type": "audio/wav" },
body: audio,
});
console.log((await res.json()).results.channels[0].alternatives[0].transcript);Streaming STT — post audio bytes, get a transcript. Flux adds acoustic turn detection for voice agents.
Sumber Daya & Tautan Resmi
Bandingkan host & latensi
Throughput, TTFT, dan harga cache di Groq, Cerebras, Together, DeepInfra, Fireworks, Bedrock, dan Azure.
Skor per sumber
Skor per kategori
Hasil benchmark
Spesifikasi Live & Arsitektur
- Turn detection from acoustic + textual cues — knows when a speaker finished
- Streaming-first: partial transcripts in real time
- Flux TTS sibling enables full voice-agent loops
- Multilingual Flux variant available
Estimasi tagihan bulanan
Kutip & sematkan
Loading badge markdown...@misc{llmpodium2026deepgramflux,
title = {Benchmark Analysis and Intelligence Evaluation of Deepgram Flux},
author = {LLMPodium Research},
year = {2026},
url = {https://llmpodium.com/models/deepgram-flux}
}Sematkan Lencana Skor
Tambahkan lencana Podium Score langsung ke README GitHub atau Hugging Face Anda — menautkan ke peringkat langsung.
Loading badge snippet...Loading badge snippet...Lainnya dari Independent
Model Alternatif
Alternatif terdekat untuk Deepgram Flux berdasarkan kemampuan, harga, dan skor benchmark.