model detail

Where this model stands against the best model in each language at Q8_0, its speed on an AMD Ryzen 4750U laptop, and what the card says. Add a second model to compare them head to head.

model parakeet-ultra
AMD 4750U GPU23.0×
AMD 4750U CPU13.3×
Q8_0 size0.69 GB
frontier · AMD 4750U GPU21 of 25

verdict: Best in 2 of 25 languages, and tied with the leader in 7 more (overlapping 95% CIs). Weakest relative to the field in Greek (3.6× the leader's error), Latvian (1.7×), and Swedish (1.6×). Faster than realtime on the AMD 4750U GPU (23.0×) and AMD 4750U CPU (13.3×).

license: CC-BY-4.0 · card languages: 25 · lang detecttimestamps (token)

standing by language · 25 benchmarked

Each bar compares this model with the best other model in that language, on a log scale: left of center it is ahead, right of center behind, and the other model is named on the row. The two error rates use the legend colors: this model first, the other model second. Faded bars are ties, where the 95% confidence intervals overlap. Sorted strongest standing first. Hover a row for full details.

parakeet-ultra error best other model error tie: the 95% CIs overlap

speed · all 73 models on the AMD 4750U GPU

× realtime, log scale. Left of the realtime marker, transcribing takes longer than the recording. Hover a dot for the model.

compare with

parakeet-primelinesame familyparakeet-tdt-0.6b-v3same familyparakeet-ctc-0.6bsame familyparakeet-ctc-1.1bsame familycanary-1b-v2ahead of it in 16 of 25 shared languagesorukeetclosest coverage, 25 languages in common