Skip to content
m.recipes
Find a configuration
Sign in
3 models with qualified results

Models

Measured configurations by model. Open a model to compare GPUs on one exact test.

Get your startup command

Choose your operating system and enter a model repository. Launch support is checked separately from performance results.

Reset

All tasks · RTX 3080 Ti · 12 GB

Speeds compare only within one exact test. Recipe availability is checked on each report against the published recipe executor.

  1. Kokoro-82M

    hexgrad · 1 tested configuration

    • fp32 · Text → Audio · kokoro-english-v1 · Test duration 6 s
      Throughput · Batch 1
      49.2audio-sec/sec
      Best measured · Batch 2
      52.8audio-sec/sec
      Observed GPU occupancy
      1GiB
      P95 latency
      73 ms
      Evidence report and run availability ↗Same test on other GPUs
      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
      kokoro · PyTorch 2.12.1+cu130
      Protocol
      audio-native-v1
      Dataset
      kokoro-english-v1
      Workload
      tts
      Batch sizeMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
      B149.1873 ms—1158.913c7db092 ↗
      B252.8140 ms—1.06194.713c7db092 ↗

  2. SenseVoiceSmall

    FunAudioLLM · 1 tested configuration

    • fp16 · Audio → Text · asr_prompts
      Throughput · Batch 1
      360audio-sec/sec
      Best measured · Batch 2
      365audio-sec/sec
      Observed GPU occupancy
      1.3GiB
      P95 latency
      Not recorded
      Evidence report and run availability ↗Same test on other GPUs
      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
      funasr · PyTorch 2.12.1+cu130
      Protocol
      audio-native-v1
      Dataset
      asr_prompts
      Workload
      asr
      Batch sizeMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
      B1359.69——1.27101.71c6b5f31d ↗
      B2364.87——1.27101.61c6b5f31d ↗

  3. whisper-tiny

    openai · 1 tested configuration

    • fp16 · Audio → Text · asr_prompts · Test duration 2 s
      Throughput · Batch 1
      65.7audio-sec/sec
      Best measured · Batch 4
      91.8audio-sec/sec
      Observed GPU occupancy
      0.4GiB
      P95 latency
      Not recorded
      Evidence report and run availability ↗Same test on other GPUs
      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
      faster-whisper · PyTorch 2.12.1+cu130
      Protocol
      audio-native-v1
      Dataset
      asr_prompts
      Workload
      asr
      Batch sizeMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
      B165.65——0.41134.913f8b97e6 ↗
      B491.84——0.4143.613f8b97e6 ↗
Sortable tables by exact test condition · 6 rows
Speech recognition · Audio → Text · asr_prompts · Batch 1 · audio-sec/sec · 1 rows
ModelHardwareFormatEngineMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
SenseVoiceSmallRTX 3080 Ti · 12 GBfp16funasrPyTorch 2.12.1+cu130359.69——1.27101.71c6b5f31d ↗
Speech recognition · Audio → Text · asr_prompts · Batch 2 · audio-sec/sec · 1 rows
ModelHardwareFormatEngineMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
SenseVoiceSmallRTX 3080 Ti · 12 GBfp16funasrPyTorch 2.12.1+cu130364.87——1.27101.61c6b5f31d ↗
Speech recognition · Audio → Text · asr_prompts · Test duration 2 s · Batch 1 · audio-sec/sec · 1 rows
ModelHardwareFormatEngineMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
whisper-tinyRTX 3080 Ti · 12 GBfp16faster-whisperPyTorch 2.12.1+cu13065.65——0.41134.913f8b97e6 ↗
Speech recognition · Audio → Text · asr_prompts · Test duration 2 s · Batch 4 · audio-sec/sec · 1 rows
ModelHardwareFormatEngineMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
whisper-tinyRTX 3080 Ti · 12 GBfp16faster-whisperPyTorch 2.12.1+cu13091.84——0.4143.613f8b97e6 ↗
Speech synthesis · Text → Audio · kokoro-english-v1 · Test duration 6 s · Batch 1 · audio-sec/sec · 1 rows
ModelHardwareFormatEngineMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
Kokoro-82MRTX 3080 Ti · 12 GBfp32kokoroPyTorch 2.12.1+cu13049.1873 ms—1158.913c7db092 ↗
Speech synthesis · Text → Audio · kokoro-english-v1 · Test duration 6 s · Batch 2 · audio-sec/sec · 1 rows
ModelHardwareFormatEngineMean throughput (audio-sec/sec)P95TTFTObserved occupancy (GiB)GPU power (W)Reports combinedView report
Kokoro-82MRTX 3080 Ti · 12 GBfp32kokoroPyTorch 2.12.1+cu13052.8140 ms—1.06194.713c7db092 ↗
Models with reports but no qualified results · 1

Their original reports remain available on each model page. They did not qualify for comparison; each report states why.

Models with reports but no qualified results · 1 rows
ModelTest task
Qwen3.8-Flash-Next-NVFP4-NVIDIAQwen/Qwen3.8-Flash-NextText generation