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Whisper Large V3 on NVIDIA GeForce RTX 3060 12GB

NVIDIA GeForce RTX 3060 12GB runs Whisper Large V3 excellently at FP16. This is a strong pairing.

Model Size

1.55B

Device VRAM

12 GB

Bandwidth

360 GB/s

Quantizations Tested

1

Performance by Quantization

Each row shows Whisper Large V3 performance at a different quality level on NVIDIA GeForce RTX 3060 12GB.

QuantizationSpeedTTFTFits in VRAMRatingConfidence
FP16✓ YesExcellentbenchmarked

Notes

FP16

3.1GB VRAM at FP16. Transcribes ~10x faster than real-time. Runs on any GPU in our dataset.

About Whisper Large V3

Whisper Large V3 (1.55B) is a transcription model. OpenAI's best open speech-to-text model. Supports 99 languages. Near-human accuracy for English. Low VRAM requirements — runs on any GPU. Useful for builders who need voice-to-code or meeting transcription.

View all Whisper Large V3 hardware options →

About NVIDIA GeForce RTX 3060 12GB

NVIDIA GeForce RTX 3060 12GB has 12 GB at 360 GB/s. Street price: $269.

See all models NVIDIA GeForce RTX 3060 12GB can run →

Builds with NVIDIA GeForce RTX 3060 12GB

Source: whisper.cpp benchmarks (2026-01-15)

Data last updated: 2026-03-01