DeepSeek V4 Pro vs VibeVoice ASR Streaming 7B
At a Glance
| Compare |  DeepSeek V4 ProDeepSeek |  VibeVoice ASR Streaming 7BMicrosoft |
|---|---|---|
| Intelligence, Cost, and Efficiency | ||
| IntelligenceHigher is better · MM Intelligence v2.5 | #28 of 4655.3 score · 2/3 sources · provisional · missing ARC-AGI-2 · full-core range 36.9–70.2 | UnrankedNot in the 46-model eligible cohort |
| CostLower is better · Published-token output estimate | #10 of 44$0.054 per LiveBench case | UnrankedNot in the 44-model eligible cohort |
| EfficiencyHigher is better · MM Efficiency v1.5 | #12 of 3858.4 score · 2/3 sources · provisional · missing ARC-AGI-2 · full-core range 49.2–65.9 | UnrankedNot in the 38-model eligible cohort |
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.66DeepSeek ↗ · Sep 2, 2026 | Not reported |
| Output priceFrom · USD / 1M tokens | $1.5441Openrouter ↗ · Aug 28, 2026 | Not reported |
| Context windowMaximum documented tokens | 1,049K | Not reported |
| Model facts checked | Aug 28, 2026View model evidence → | Sep 2, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
Side-by-Side Facts
| Field | DeepSeek-V4-Pro | VibeVoice-ASR-Streaming-7B |
|---|---|---|
| Developer | DeepSeek | Microsoft |
| Family | Deepseek V4 Pro | Vibevoice ASR Streaming |
| Model | DeepSeek-V4-Pro | VibeVoice-ASR-Streaming-7B |
| Version | DeepSeek-V4-Pro | VibeVoice-ASR-Streaming-7B |
| Lifecycle | active | active |
| Released | 2026-04-24 | 2026-09-03 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Audio |
| Output modalities | Text | Text |
| Context window | 1,049K | Unknown |
| Total parameters | 1.6T | 8.7B |
| Active parameters | 49B | Unknown |
| License | mit | mit |
| Open weights | Yes | Yes |
| API available | Yes | No |
| Self-hostable | Yes | Yes |
| Provider access | DeepSeek (Standard), Deepinfra (Standard), Fireworks Ai (Standard), Hugging Face (Standard), Openrouter (Standard), Together Ai (Standard) | Unknown |
| Capabilities | chat, generation, reasoning | diarization, hotwords, multilingual, streaming, transcription |
| Streaming chunk | Unknown | 22 frames |
| Streaming lookahead | Unknown | 4 frames |
| Supported languages | Unknown | Chinese, English, French, German, Italian, Japanese, Korean, Portuguese, Russian, Spanish |
| Target sample rate | Unknown | 24000 Hz |
DeepSeek V4 Pro Capabilities
VibeVoice ASR Streaming 7B Capabilities
Related Comparisons
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DeepSeek-V4-ProDeepSeek | vs | Grok 4.6xAI | cross-developer peerstext |
DeepSeek-V4-ProDeepSeek | vs |  Qwen3.8-MaxQwen | cross-developer peerstext |
DeepSeek-V4-ProDeepSeek | vs |  Kimi-K3Moonshot AI | cross-developer peerstext |
 MiniMax-M3MiniMax | vs | DeepSeek-V4-ProDeepSeek | cross-developer peerstext |
DeepSeek-V4-ProDeepSeek | vs |  GLM-5.3Z.ai | cross-developer peerstext |
DeepSeek-V4-ProDeepSeek | vs |  Hy4 previewTencent | cross-developer peerstext |
Seed 2.1 ProByteDance Seed | vs | DeepSeek-V4-ProDeepSeek | cross-developer peerstext |
Primary Evidence
Sources and Freshness
Questions
DeepSeek V4 Pro vs VibeVoice ASR Streaming 7B FAQs
Is DeepSeek V4 Pro or VibeVoice ASR Streaming 7B better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both DeepSeek V4 Pro and VibeVoice ASR Streaming 7B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, DeepSeek V4 Pro or VibeVoice ASR Streaming 7B?+
Only DeepSeek V4 Pro has a directly sourced input price: $0.66 per million tokens. Only DeepSeek V4 Pro has a directly sourced output price: $1.5441 per million tokens.
Which has a larger context window, DeepSeek V4 Pro or VibeVoice ASR Streaming 7B?+
Neither model has a larger sourced context window in this comparison. DeepSeek V4 Pro is 1,049K and VibeVoice ASR Streaming 7B is —.
Which performs better in benchmarks, DeepSeek V4 Pro or VibeVoice ASR Streaming 7B?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can DeepSeek V4 Pro or VibeVoice ASR Streaming 7B be self-hosted?+
Both models have the same recorded self-hosting status: supported. DeepSeek V4 Pro is open weight; VibeVoice ASR Streaming 7B is open weight.
Can DeepSeek V4 Pro and VibeVoice ASR Streaming 7B understand images?+
DeepSeek V4 Pro is not documented with image input; VibeVoice ASR Streaming 7B is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, DeepSeek V4 Pro or VibeVoice ASR Streaming 7B?+
Neither has a larger sourced maximum output. DeepSeek V4 Pro is — and VibeVoice ASR Streaming 7B is —.
Do DeepSeek V4 Pro and VibeVoice ASR Streaming 7B support reasoning and tool use?+
DeepSeek V4 Pro: reasoning. VibeVoice ASR Streaming 7B: none of these features are definitively sourced. Feature support does not establish relative quality.
Which is available from more inference providers, DeepSeek V4 Pro or VibeVoice ASR Streaming 7B?+
DeepSeek V4 Pro has 6 sourced provider routes; VibeVoice ASR Streaming 7B has 0, so DeepSeek V4 Pro has broader tracked availability.
Which offers better value, DeepSeek V4 Pro or VibeVoice ASR Streaming 7B?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.