AlibabaAudio modelActive

Qwen3.8-Omni-Flash-Realtime

PopularityRank 670 of 875

0out of 100same as last month

Summary

Qwen3.8-Omni-Flash-Realtime connects live text, audio, and video input to text and audio output. Its realtime documentation lists WebSocket, WebRTC, and AOQ transports; function calling and MCP form the documented action path.

The variant has a 196,608-token input context and up to 65,536 output tokens. Rates differ between Beijing and Singapore. Speech output is billed for both audio and its corresponding text. No separate new weights checkpoint is published.

All benchmark results

Every published result with its source, test setup and comparison models.

Show all 71 published benchmark results

Measurements without matching peer values

These measurements have no matching peer values under the same test conditions. Their original values and sources remain available here.

SEED content stability, Chinese (Show measurement, test conditions, and source)

Source value: 0.74
Score: 0.74
Metric: content-stability WER/CER
Unit: %
Benchmark version: arXiv:2609.25611v1, Table 11
Category: audio
Direction: Lower is better
Source type: vendor-reported
Evaluator: Qwen3.8-Omni technical report
Status: active
Retrieved at: 2026-10-04
Methodology: Vendor-reported result. zero-shot voice cloning; SEED subsets
Context: Provider-reported zero-shot voice-cloning result; it is not an independently reproduced cohort.

Source Qwen3.8-Omni technical report

SEED content stability, English (Show measurement, test conditions, and source)

Source value: 0.89
Score: 0.89
Metric: content-stability WER/CER
Unit: %
Benchmark version: arXiv:2609.25611v1, Table 11
Category: audio
Direction: Lower is better
Source type: vendor-reported
Evaluator: Qwen3.8-Omni technical report
Status: active
Retrieved at: 2026-10-04
Methodology: Vendor-reported result. zero-shot voice cloning; SEED subsets
Context: Provider-reported zero-shot voice-cloning result; it is not an independently reproduced cohort.

Source Qwen3.8-Omni technical report

SEED content stability, hard (Show measurement, test conditions, and source)

Source value: 5.29
Score: 5.29
Metric: content-stability WER/CER
Unit: %
Benchmark version: arXiv:2609.25611v1, Table 11
Category: audio
Direction: Lower is better
Source type: vendor-reported
Evaluator: Qwen3.8-Omni technical report
Status: active
Retrieved at: 2026-10-04
Methodology: Vendor-reported result. zero-shot voice cloning; SEED subsets
Context: Provider-reported zero-shot voice-cloning result; it is not an independently reproduced cohort.

Source Qwen3.8-Omni technical report

SpeechSuperClue content stability, multilingual (Show measurement, test conditions, and source)

Source value: 3.34
Score: 3.34
Metric: content-stability WER/CER
Unit: %
Benchmark version: arXiv:2609.25611v1, Table 11
Category: audio
Direction: Lower is better
Source type: vendor-reported
Evaluator: Qwen3.8-Omni technical report
Status: active
Retrieved at: 2026-10-04
Methodology: Vendor-reported result. zero-shot voice cloning; multilingual / cross-lingual subsets
Context: Provider-reported zero-shot voice-cloning result; it is not an independently reproduced cohort.

Source Qwen3.8-Omni technical report

SpeechSuperClue content stability, cross-lingual (Show measurement, test conditions, and source)

Source value: 4
Score: 4
Metric: content-stability WER/CER
Unit: %
Benchmark version: arXiv:2609.25611v1, Table 11
Category: audio
Direction: Lower is better
Source type: vendor-reported
Evaluator: Qwen3.8-Omni technical report
Status: active
Retrieved at: 2026-10-04
Methodology: Vendor-reported result. zero-shot voice cloning; multilingual / cross-lingual subsets
Context: Provider-reported zero-shot voice-cloning result; it is not an independently reproduced cohort.

Source Qwen3.8-Omni technical report

SwanBench-Speech content stability, Chinese (Show measurement, test conditions, and source)

Source value: 1.96
Score: 1.96
Metric: content-stability WER/CER
Unit: %
Benchmark version: arXiv:2609.25611v1, Table 11
Category: audio
Direction: Lower is better
Source type: vendor-reported
Evaluator: Qwen3.8-Omni technical report
Status: active
Retrieved at: 2026-10-04
Methodology: Vendor-reported result. zero-shot voice cloning; SwanBench-Speech subsets
Context: Provider-reported zero-shot voice-cloning result; it is not an independently reproduced cohort.

Source Qwen3.8-Omni technical report

SwanBench-Speech content stability, English (Show measurement, test conditions, and source)

Source value: 2.37
Score: 2.37
Metric: content-stability WER/CER
Unit: %
Benchmark version: arXiv:2609.25611v1, Table 11
Category: audio
Direction: Lower is better
Source type: vendor-reported
Evaluator: Qwen3.8-Omni technical report
Status: active
Retrieved at: 2026-10-04
Methodology: Vendor-reported result. zero-shot voice cloning; SwanBench-Speech subsets
Context: Provider-reported zero-shot voice-cloning result; it is not an independently reproduced cohort.

Source Qwen3.8-Omni technical report

LongSpeechGeneration content stability, Chinese (Show measurement, test conditions, and source)

Source value: 1.74
Score: 1.74
Metric: content-stability WER/CER
Unit: %
Benchmark version: arXiv:2609.25611v1, Table 11
Category: audio
Direction: Lower is better
Source type: vendor-reported
Evaluator: Qwen3.8-Omni technical report
Status: active
Retrieved at: 2026-10-04
Methodology: Vendor-reported result. zero-shot voice cloning; long-horizon generation
Context: Provider-reported zero-shot voice-cloning result; it is not an independently reproduced cohort.

Source Qwen3.8-Omni technical report

LongSpeechGeneration content stability, English (Show measurement, test conditions, and source)

Source value: 1.59
Score: 1.59
Metric: content-stability WER/CER
Unit: %
Benchmark version: arXiv:2609.25611v1, Table 11
Category: audio
Direction: Lower is better
Source type: vendor-reported
Evaluator: Qwen3.8-Omni technical report
Status: active
Retrieved at: 2026-10-04
Methodology: Vendor-reported result. zero-shot voice cloning; long-horizon generation
Context: Provider-reported zero-shot voice-cloning result; it is not an independently reproduced cohort.

Source Qwen3.8-Omni technical report

SEED Custom Voice content stability, Chinese (Show measurement, test conditions, and source)

Source value: 0.83
Score: 0.83
Metric: content-stability WER/CER
Unit: %
Benchmark version: arXiv:2609.25611v1, Table 12
Category: audio
Direction: Lower is better
Source type: vendor-reported
Evaluator: Qwen3.8-Omni technical report
Status: active
Retrieved at: 2026-10-04
Methodology: Vendor-reported result. custom-voice evaluation; table notes define WER/CER lower, similarity/accuracy/win rate higher
Context: Provider-reported Custom Voice result; it is not an independently reproduced cohort.

Source Qwen3.8-Omni technical report

SEED Custom Voice content stability, English (Show measurement, test conditions, and source)

Source value: 0.93
Score: 0.93
Metric: content-stability WER/CER
Unit: %
Benchmark version: arXiv:2609.25611v1, Table 12
Category: audio
Direction: Lower is better
Source type: vendor-reported
Evaluator: Qwen3.8-Omni technical report
Status: active
Retrieved at: 2026-10-04
Methodology: Vendor-reported result. custom-voice evaluation; table notes define WER/CER lower, similarity/accuracy/win rate higher
Context: Provider-reported Custom Voice result; it is not an independently reproduced cohort.

Source Qwen3.8-Omni technical report

SEED Custom Voice content stability, hard (Show measurement, test conditions, and source)

Source value: 5.22
Score: 5.22
Metric: content-stability WER/CER
Unit: %
Benchmark version: arXiv:2609.25611v1, Table 12
Category: audio
Direction: Lower is better
Source type: vendor-reported
Evaluator: Qwen3.8-Omni technical report
Status: active
Retrieved at: 2026-10-04
Methodology: Vendor-reported result. custom-voice evaluation; table notes define WER/CER lower, similarity/accuracy/win rate higher
Context: Provider-reported Custom Voice result; it is not an independently reproduced cohort.

Source Qwen3.8-Omni technical report

Page 1 of 6

Popularity compared

How often the model is searched for, used and mentioned, compared with every model of its category.

Popularity index

0 to 100, higher is more popular

20 of 83 models

pyannote Community-173

Nemotron-3-Diarization57

Gemini 3.5 Transcribe52

Confucius4-R2T252

Granite Speech 5.0 470M TurboCTC52

Kokoro-82M51

Nova-351

Fish Audio S2 Pro51

NVIDIA Nemotron 3.5 Transcribe50

Granite Speech 5.0 470M TurboCTC NC50

Orukeet49

Lyria 3.547

Gemini 3.5 Live Translate46

Phonon-244

Aura-244

Gemini 3.1 Flash TTS44

MiniMax-Music341

Audio8-ASR-Infinite41

GPT-Realtime 2.141

Qwen3.8-Omni-Flash-Realtime0

pyannote Community-1

Nemotron-3-Diarization

Gemini 3.5 Transcribe

Confucius4-R2T2

Granite Speech 5.0 470M TurboCTC

Kokoro-82M

Nova-3

Fish Audio S2 Pro

NVIDIA Nemotron 3.5 Transcribe

Granite Speech 5.0 470M TurboCTC NC

Orukeet

Lyria 3.5

Gemini 3.5 Live Translate

Qwen3.8-Omni-Flash-Realtime

As of November 2026 · Source: gradually.ai popularity index

Over time

Weekly values from October 18, 2026 to November 5, 2026

Qwen3.8-Omni-Flash-RealtimeAmazon Nova 2 SonicEleven Multilingual STS v2Eleven Music v2.5Eleven Text to Sound v2

All specifications

Architecture

Model class: Omnimodal real-time model; Source: Model class

Input and output

Input: Text, audio, and video; Source: Input
Output: Text and audio; Source: Output

Watermarking and provenance

AI watermarking refers to invisible signals embedded in the output. Visible marks and provenance metadata are listed separately. Unknown means there is insufficient evidence for that particular field.

AI watermarking: Unknown; no source
Watermarking technique: Not known; no source

Licence and access

Access: Alibaba Cloud Model Studio API; Source: Access

API

API model ID: qwen3.8-omni-flash-realtime; Source: API model ID

Further details

Audio history: Up to 100 audio turns or 600 seconds; video up to 50 turns or 240 seconds; Source: Audio history
Transport: WebSocket, WebRTC, or AOQ; Source: Transport
Classification: Real-time API variant without separately published new weights; Source: Classification
Singapore rate limit: 60 requests and 2M tokens per minute; Source: Singapore rate limit

Prices

China (Beijing) pricing: Per 1M tokens in CNY. Audio input 6, audio output 12; text/image/video input 1.5, text output 4.5Source
Singapore pricing: Per 1M tokens in CNY. Audio input 6.781, audio output 13.636; text/image/video input 1.677, text output 5.104Source
Speech billing: Speech output is billed as audio and its corresponding textSource
Free quota: 1M tokens in China (Beijing), valid for 90 days; not automatically applicable to other regionsSource

Sources and data date

Show all 11 sources

Benchmark sources at a glance

Which independent evaluators tested this model. This is coverage, not a quality ranking.

No active result from the reviewed external evaluators can currently be attributed to this model. Other source evidence remains available below.

Without vendor claims and historical or disputed results; those stay labelled in the single values.

Type	Evidence and data date
Research status	Research date October 4, 2026. 2 source URLs checked. This documents the inspected sources, not an exhaustive inventory of every publication.
Not found in the inspected sources	independent-verification Note No independent reproduction of the exact realtime checkpoint's Table 10-12 results was found in the checked sources.
Not published	Coval rolling 30-day speech-to-speech measurements Note The exact public Coval page for Qwen3.8-Omni-Flash-Realtime reports 0 samples / 30 days and says no dated, qualifying measurements are available in this window. HTTP Date Wed, 28 Oct 2026 15:57:01 GMT, ETag "119m7tzzqwm1v9l"; no score or run time is published.
Additional source	Alibaba Cloud Qwen3.8 Omni Realtime documentation (retrieved October 3, 2026) · Alibaba Cloud Qwen3.8 Omni Realtime documentation · Editorial description reviewed October 3, 2026
Additional source	Alibaba Cloud newly released models (retrieved October 3, 2026) · Alibaba Cloud newly released models · Editorial description reviewed October 3, 2026
Additional source	Alibaba Cloud regional pricing and limits (retrieved October 3, 2026) · Alibaba Cloud regional Realtime pricing · Editorial description reviewed October 3, 2026
Additional source	Qwen3.8-Omni technical report (retrieved October 4, 2026; October 17, 2026)
Additional source	Model metadata (retrieved October 28, 2026)
Additional source	OpenRouter: Popularity index (derived), CC BY 4.0
Additional source	Vercel AI Gateway: Popularity index (derived), CC BY 4.0
Additional source	Ollama: cumulative downloads for the popularity index
Additional source	Replicate: cumulative runs for the popularity index
Additional source	Google Trending Now: limited feed selection for Germany and the US
Additional source	Creative Commons Attribution 4.0