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How Samsara Compares

An honest comparison with existing voice control and dictation tools.

Samsara Dragon Professional Talon Voice Windows Voice Access OpenWhispr
Price Free, AGPL-3.0; optional third-party services may charge. Not publicly verified Not publicly verified Not publicly verified Not publicly verified
Platform Windows 10/11 Not publicly verified Not publicly verified Not publicly verified Not publicly verified
Works offline ✓ Core dictation and wake processing are local; downloads and optional features can use network. Not publicly verified Not publicly verified Not publicly verified Not publicly verified
Speech engine Whisper via faster-whisper; optional NVIDIA CUDA acceleration. Not publicly verified Not publicly verified Not publicly verified Not publicly verified
Voice commands Extensive: built-ins and plugins Not publicly verified Not publicly verified Not publicly verified Not publicly verified
Custom commands Python command plugins. Not publicly verified Not publicly verified Not publicly verified Not publicly verified
Dictation Hold-to-dictate, Continuous, and Hands Free dictation. Not publicly verified Not publicly verified Not publicly verified Not publicly verified
Training required None Not publicly verified Not publicly verified Not publicly verified Not publicly verified
Wake word ✓ Configurable (OpenWakeWord or transcript fallback) Not publicly verified Not publicly verified Not publicly verified Not publicly verified
AI assistant ✓ Ava: local Ollama or user-configured cloud LLM. Not publicly verified Not publicly verified Not publicly verified Not publicly verified
Text selection Voice markers and selection commands. Not publicly verified Not publicly verified Not publicly verified Not publicly verified
GPU acceleration ✓ Optional NVIDIA CUDA acceleration. Not publicly verified Not publicly verified Not publicly verified Not publicly verified
Privacy No telemetry; optional network paths disclosed Not publicly verified Not publicly verified Not publicly verified Not publicly verified
Open source ✓ AGPL-3.0. Not publicly verified Not publicly verified Not publicly verified Not publicly verified
Best for Accessibility + desktop control Not publicly verified Not publicly verified Not publicly verified Not publicly verified

Sources and scope

Dragon Professional · Talon Voice · Windows Voice Access · OpenWhispr

Under the Hood

Samsara uses OpenAI's Whisper speech recognition model, running locally through faster-whisper — a CTranslate2-optimized build. CTranslate2 is a C++ inference engine. The standard release runs on CPU; the optional, separately downloaded CUDA runtime can substantially reduce transcription latency on a compatible NVIDIA GPU. Actual speed depends on the model, processor or GPU, audio length, and settings.

Wake-word profiles can use OpenWakeWord ONNX models. Profiles without a compatible model can use the Whisper transcript fallback, so resource use depends on the configured profile and mode.

Voice activity detection uses Silero VAD, a lightweight neural network that classifies audio as speech or silence before Whisper runs. This prevents wasted cycles on background noise.

The AI assistant (Ava) runs on local Ollama models or optionally routes to cloud providers (DeepSeek, OpenAI, Anthropic, OpenRouter) when the user explicitly enables cloud mode and supplies a key.