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Speech synthesis · B200 · 179 GB

0 models with qualified results. Speeds compare only within one exact test; use “Same test on other GPUs” to compare hardware.

No qualified results yet · Speech synthesis · B200 · 179 GB

No reports for this task have been recorded here. This does not show that the model or GPU cannot run it.

Measured alternatives on other GPUs

Measured on different GPUs with the same or smaller listed capacity. These are references for choosing hardware, not performance or compatibility evidence for your selected GPU.

  1. IndexTTS-2.5

    IndexTeam · 1 tested configuration · 1 GPU

    • RTX PRO 6000 Blackwell Server Edition · 96 GBNative · Not recorded → Audio · tts_prompts · Test duration 9 s
      Throughput · Batch 1
      4.2audio-sec/sec
      Observed GPU occupancy
      6.5GiB
      P95 latency
      Not recorded
      Test details

      Occupancy includes engine buffers and reserved KV cache. It is not the minimum VRAM required by the model.

      Reports combined counts reports, not inference requests. Request successes and failures are listed in each report.

      Engine
      indextts · PyTorch 2.8.0+cu128
      Protocol
      audio-native-v1
      Dataset
      tts_prompts
      Workload
      tts
      Batch sizeMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
      B14.24——6.48221.71a46ec2c4 ↗
  2. Qwen3-TTS-12Hz-0.6B-CustomVoice

    Qwen · 1 tested configuration · 1 GPU

    • RTX PRO 6000 Blackwell Server Edition · 96 GBNative · Not recorded → Audio · tts_prompts · Test duration 43 s
      Throughput · Batch 1
      1.6audio-sec/sec
      Best measured · Batch 4
      5.2audio-sec/sec
      Observed GPU occupancy
      3.3GiB
      P95 latency
      Not recorded
      Test details · 2 batch sizes

      Occupancy includes engine buffers and reserved KV cache. It is not the minimum VRAM required by the model.

      Reports combined counts reports, not inference requests. Request successes and failures are listed in each report.

      Engine
      qwen-tts · PyTorch 2.14.1
      Protocol
      audio-native-v1
      Dataset
      tts_prompts
      Workload
      tts
      Batch sizeMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
      B11.6——3.34154.41ebb272f8 ↗
      B45.22——4.921611ebb272f8 ↗

Occupancy includes engine buffers and reserved KV cache. It is not the minimum VRAM required by the model.

Measured hardware

17 more GPUs without qualified results for this task

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Running benchmarks

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No benchmarks are currently reported as running.

RTX PRO 6000 Blackwell Server Edition · 96 GB · 403 queued · 0 running · 0 awaiting reassignment · 6 succeeded · 3 failed or exhausted

L4 · 24 GB · 91 queued · 0 running · 0 awaiting reassignment · 22 succeeded · 7 failed or exhausted

T4 · 16 GB · 22 queued · 0 running · 0 awaiting reassignment · 3 succeeded · 8 failed or exhausted