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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 & open source Contact sales / reseller pricing Free; optional $25/mo Patreon beta Included with Windows 11 22H2+ Free local; cloud plans from $6.67/user/mo annually
Platform Windows Windows 10/11 Windows 8+, macOS 10.13+, Linux/X11 Windows 11 22H2+ Windows, macOS, Linux
Works offline ✓ Core local; network features optional Local recognition; internet for download and activation ✓ Local recognition available ✓ On-device after speech-model setup Local models; optional cloud/BYOK
Speech engine Whisper (faster-whisper / CTranslate2) Nuance Deep Learning; adapts to speaker Conformer; beta offers additional hybrid engines Microsoft on-device speech recognition Whisper/whisper.cpp + NVIDIA Parakeet; optional cloud STT
Voice commands Extensive, built-in Built-in control + custom multi-step macros Extensive through user/community scripts Windows, app, mouse, keyboard, browser and text control Dictation + AI agent/actions; not general desktop control
Custom commands Python plugins Voice macros .talon files + Python Voice shortcuts with up to 8 supported actions Custom AI actions/prompts; no desktop macros documented
Dictation Hold, streaming, and buffered HANDS FREE Real-time; adapts while dictating Script-driven dictation/mixed mode; beta Whisper hybrid Real-time AI-cleaned dictation
Training required None No initial profile training; adapts while dictating No profile training documented; script setup required None None
Wake word ✓ Configurable (OpenWakeWord or transcript fallback) "Wake Up" / "Listen to Me" from sleep mode Not documented "Voice access wake up" / "Unmute" No always-listening wake word documented; uses hotkeys
AI assistant ✓ Ava (local or cloud LLM) No general-purpose assistant built in No general-purpose assistant built in No general-purpose assistant built into Voice Access ✓ Named local or cloud AI agent
Text selection Voice markers Voice editing Cursor/selection commands Direct editing commands + number/grid overlays
Eye tracking ✓ Supported Tobii devices
GPU acceleration ✓ CUDA optional Not documented N/A N/A CUDA; local LLM may use Vulkan/Metal
Privacy No telemetry; optional network paths disclosed Local recognition; online activation; optional enterprise management Not clearly documented by vendor On-device recognition; voice data not sent to Microsoft Local audio stays local; diagnostics opt-in; cloud/sync optional
Open source ✓ AGPL-3.0 ✗ Proprietary Core app not published; community/user scripts are open ✗ Proprietary
Best for Accessibility + desktop control Professional dictation Developers / power users General Windows users Fast dictation

Sources and scope

Checked against vendor documentation in July 2026. Products change; follow the vendor links before making a purchase or deployment decision. "Not documented" means the vendor sources reviewed did not establish the claim—it does not prove a feature is impossible.

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.