Picovoice Leopard
Offline speech-to-text with word timestamps, confidence scores and speaker labels — no cloud involved.
About
Leopard is Picovoice's on-device (non-streaming) speech-to-text engine. Beyond the transcript it returns per-word start and end times, confidence scores, automatic punctuation and true-casing, with optional speaker diarization added in v2.0 (November 2023); v3.0 (December 2025) added GPU and multi-core support. It ships an English model by default plus French, German, Italian, Japanese, Korean, Portuguese and Spanish, and custom vocabularies can be trained in the no-code Picovoice Console. Like Cheetah, the SDKs are Apache 2.0 with a free AccessKey while the engine models are proprietary, and accuracy figures are vendor-published.
Specs
Context window
Pricing
Free quota
API access
Weights
Released
Benchmarks
Vendor-published docs and benchmark repo; no independent third-party reproduction found — treat as provider-claimed.
Provider-reported unless a source says otherwise. Benchmarks are marketing-adjacent by nature — treat them as directional.
Use cases
Trust score — 7/10
Scored 7/10 (metrics tier, metrics-v1). Evidence: Picovoice/leopard repo verified active (Apache-2.0 bindings; v3.0.0 changelog Dec 2025); word-metadata and language support verified in the binding READMEs. Strengths: rich offline metadata (timestamps, confidence, diarization), custom vocabularies, 8 languages. Docked for: (1) engine models proprietary and AccessKey-gated; (2) accuracy figures vendor-published with no independent check. License: SDKs Apache-2.0; models proprietary.
How the trust score is built
Full methodology →- Adoption · stars/downloads, log-scaled vs peers
- 6.0/10
- Maintenance · recency, releases, issue load
- 9.0/10
- Openness · license + docs
- 5.0/10
- Manual review · sanity read + red-flag check
- 8.0/10
- · 485 stars on Picovoice/leopard; v3.0.0 released Dec 2025
- · On-device file transcription with word timestamps, confidence, diarization (v2.0+)
- · 8 languages: en + fr/de/it/ja/ko/pt/es
- · Accuracy figures vendor-published; no independent reproduction