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Version 1.1.0
Fish Audio S2 Pro · Evaluations · Kaino
F
model evaluation

Fish Audio S2 Pro

Fish Audio

Expressive text-to-speech model with natural-language emotion and prosody control, available through Fish Audio app/API and an open-source release.

modelsource:fish.audiotext-to-speechspeech-synthesisvoice-aiopen-source
59.1KAINO SCORENot recommended
Evaluated Jul 31, 202612 reviews
Website Docs GitHub

Scorecard

PricingMultimodalCostDev expTechnicalSpeedCodingReasoningRiskAdoption
  • Developer experience80
  • Technical capability80
  • Multimodal & I/O75
  • Risk & evidence74
  • Speed & availability72
  • Cost effectiveness68
  • Adoption signal67
  • Pricing clarity58
  • Reasoning & knowledge12
  • Coding & agentic5

Kainotomic evaluation

Fish Audio S2 Pro is a specialized expressive TTS system rather than a general language or agent model. Official documentation, launch material, and the Fish Speech repository support API/app access, open-source availability, and natural-language emotion and prosody control. Artificial Analysis reports a 1122.82 TTS Quality Elo and evaluates price and generation speed, supporting a solid task-specific technical score, but the supplied evidence does not provide the underlying price or throughput values. Its audio-output focus gives it meaningful I/O capability, not broad multimodal understanding. Against the published anchors, S2 Pro is materially below GPT-5.5, Claude Opus 4.8, Kimi K2.5, and Gemma 3 for coding, agentic work, and general reasoning because it is not evidenced as a code or general-purpose LLM. It is more directly capable than those models for its narrow speech-synthesis use case, but that does not justify matching their broad technical-capability scores. Documentation plus an open repository make developer access stronger than a closed, undocumented TTS endpoint, though less mature than the SDK and tooling ecosystems reflected in the leading general-model anchors. Public signal is moderate: Voice Arena places the real-time variant 11th, at 963 Elo from 5,132 comparisons. This is useful preference evidence but is not directly interchangeable with the cited Artificial Analysis quality result. No SWE-bench result was found; DeepSWE, LiveCodeBench, and Terminal-Bench list no S2 Pro entry. Pricing and license terms were not supplied in sufficient detail, limiting cost, clarity, and evidence-confidence scores.

Strengths

  • Officially documented expressive TTS with natural-language emotion and prosody control.
  • API/app availability alongside an open Fish Speech repository and released S2 Pro weights.
  • Independent TTS quality, speed, and price-comparison coverage from Artificial Analysis.
  • Substantial public preference sample for the real-time variant on Voice Arena.

Caveats

  • Not a general-purpose reasoning, coding, or autonomous-agent model.
  • Artificial Analysis evidence supplied an Elo but not the comparative price or speed figures.
  • Voice Arena evidence applies to S2 Pro Real-time, not necessarily every S2 Pro deployment mode.
  • Open-source status is supported, but the supplied material does not establish precise license terms.