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Hopper

nemotron-asr

NVIDIA Nemotron 0.6B, served from Oregon

Measured 2026-10-08

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nemotron-asr is measured here for comparison — it is not one of the models Speko routes.

WER · batch

9.13%

95% CI 7.0–11.4 · n=50 · vendor-direct batch · FLEURS

The scorer counts spelled-out numbers as errors. On the 40 clips without numbers it reads 7.6%.

WER · streaming

Read speech

9.83%

Conversation

23.05%

Details

Read speech

n=1541 · FLEURS test+dev+train · vendor-direct

Scored with the same normalizer as batch, which counts spelled-out numbers as errors.

Conversation

20.0–26.1% · EdAcc n=283 · 60 speakers, 2 passes, 2026-10-08

6 of 566 readings came back empty, scored as all-deletion.

Finalize

656ms

p50–p90 · US East · n=200 · vendor-direct · re-measured 2026-10-08 · ±8%

Marker-limited: 68 of 200 readings land before the measured speech end, 28 by more than 0.5s (Modulate on the same clips: 27 and 12). Hopper serves from Oregon, so US readings include a cross-country round trip.

Time to first token

1.52s

p50–p90 · US East · n=200 · vendor-direct · re-measured 2026-10-08 · ±7%

Cost / min

$0.00083

Vendor list, $0.05 per audio hour.

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