Independent

Deepgram Flux

End-to-end voice-to-voice and high-precision speech-to-text model optimized for enterprise AI agent telephone telephony.

#37dirilis 28 Sep 2026·Proprietary·Not disclosed
audio64K ctx
Penyedia APIJalankan Model →Peringkat
Inteligensi
86.5 #37
AAQI 86.0
Kecepatan output
260 t/s
ITL 3.8 ms/tok
Harga gabungan (3:1)
$0.01 /1M
Input $0.007/M · Output $0.015/M
Konteks
64K
≈ 160 halaman A4 · output maks 8,192

Quality Domain Radar

6-Axis Frontier Evaluation vs Category Average & Flagship

Deepgram Flux
Claude Mythos Preview (#1)
Average (68)
Coding (15)Mathematics (15)Hard Science (GPQA) (25)Agentic & Tool Use (72)Knowledge (MMLU) (45)Vision / Multimodal (92.5)

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

Voice agents
Streaming STT with turn detection — the front end of every serious voice agent.
Call-center analytics
Real-time transcription and intent extraction.
Live captions
Broadcast and meeting captioning.

Quickstart Developer & API

Atur DEEPGRAM_API_KEY dulu — dapatkan kunci API
curl -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.wav

Streaming STT — post audio bytes, get a transcript. Flux adds acoustic turn detection for voice agents.

Sumber Daya & Tautan Resmi

Deployment API

Bandingkan host & latensi

Throughput, TTFT, dan harga cache di Groq, Cerebras, Together, DeepInfra, Fireworks, Bedrock, dan Azure.

GroqCerebrasTogether AIDeepInfraFireworks AIAWS BedrockAzure AI
Lihat matriks penyedia →

Skor per sumber

Spesifikasi Live & Arsitektur

Di balik kap
Flux — conversational speech-recognition transformer
  • 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
Tanggal rilis
28 Sep 2026
Arsitektur
Flux — conversational speech-recognition transformer
Parameter
Not disclosed
Lisensi
Proprietary
Jendela konteks
64,000 tokens
Output maks
8,192 tokens
Modalitas
audio
Harga cache
baca $0.002 · tulis $0.01 /1M
Penalaran
—
Harga input
$0.007/M
Harga output
$0.015/M
Kecepatan output
260 t/s
Waktu ke token pertama
—
Data diperbarui
30 Sep 2026

Estimasi tagihan bulanan

Estimasi pengeluaran bulanan
$0.00
Menghitung penghematan vs GPT-4o…

Kutip & sematkan

Badge Markdown GitHub
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BibTeX
@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.

Pratinjau
Deepgram Flux LLMPodium Score
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