That's NeuralModel catalog

fish-audio

Fish Audio: Transcribe 1

fish-audio/transcribe-1

Our take

AI-assisted analysis based on the sources below. Suitability is an editorial assessment; test it on your own workload.

OpenRouter's catalog describes fish-audio/transcribe-1 as a dedicated Fish Audio speech-to-text model that accepts audio and returns transcription output. The catalog reports automatic language detection and says it can produce timestamps for individual words when alignment details are requested. No independent model card or measured benchmark results were included in this source pack, so these capabilities should be treated as catalog-reported and validated against representative audio before production use.[1]

Strengths

  • Dedicated audio-to-transcription model from Fish Audio, according to OpenRouter's catalog.[1]
  • Automatic language detection is reported by the catalog.[1]
  • Timestamps for individual words are reported when alignment details are requested.[1]

Limitations

  • Evidence is limited to the OpenRouter catalog; no independent model card was available in this source pack.[1]
  • No measured benchmark results were supplied; accuracy and workload fit require validation.[1]
  • Language coverage, audio length limits, licensing, and deployment requirements are not specified.[1]

Where to use it

  • Prototype speech-to-text pipelines that may benefit from automatic language detection.[1]
  • Evaluate transcription workflows needing word-level timestamps, subject to alignment-output testing.[1]
  • Pilot audio transcription services after validating expected languages, formats, and accuracy.[1]

Sources

  1. [1] OpenRouter catalog · Fish Audio: Transcribe 1Sources checked: Nov 13, 2026

About this model

Description below is the original text supplied by OpenRouter, shown in the source language.

Transcribe 1 is a speech-to-text model from Fish Audio. It is suited for audio transcription with automatic language detection and can return timestamped word-level segments when alignment details are requested.

Specifications

Model ID
fish-audio/transcribe-1
Canonical ID
fish-audio/transcribe-1-20260729
Creator
fish-audio
Added to OpenRouter
29.07.2026
Context length
0
Modality
audio->transcription
Input modalities
audio
Output modalities
transcription
Token pricing
No per-token price in the source snapshot — see OpenRouter for the billing unit
Knowledge cutoff
—
Expiration date
—

Tasks and capabilities

A grade appears only where the source supplies a matching measurement for that task, the model is active and the cohort holds at least 10 comparable models. The capability column lists facts the source declares — supported formats, reasoning and tool parameters — which are not measured quality.

TaskGradeSource-declared capability
General qualityNo measurement—
CodingNo measurement—
AgentsNo measurement—
WritingNo measurement—
ReasoningNo measurement—
Document analysisNo measurement—
VisionNo measurement—
Image generationNo measurement—
AudioNo measurementinput: audio
VideoNo measurement—
EmbeddingsNo measurement—

Evaluations

No evaluations are supplied for this model.

How grades work

Each letter grade compares a model only against other models scored by the same source and metric in the current snapshot. S means the top 10%, A the next 20%, B the next 30%, C the rest. Models without a published measurement are shown as not rated — a supported format alone never implies measured quality.

  • S — S — top 10% of the cohort
  • A — A — next 20% of the cohort
  • B — B — next 30% of the cohort
  • C — C — below the B band

Providers

Optional live provider statistics from OpenRouter. Missing values are unknown, not zero.

ProviderContext lengthPrice in /1MPrice out /1MLatency p50 (30m, s)Throughput p50 (30m, tok/s)Uptime (30m)
Fish Audio0————100%

Provider data retrieved: 13.11.2026

No published articles identify this model yet.