AI tool comparison
Toki 2.0 vs Walkie
Which one should you ship with? Here is the side-by-side panel verdict, pricing read, reviewer split, and community vote comparison.
Productivity
Toki 2.0
Turn vague goals into time-blocked calendar schedules automatically
75%
Panel ship
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Community
Free
Entry
Toki 2.0 takes the gap between intention and execution seriously. You type a goal — 'learn piano', 'ship the MVP', 'train for a half marathon' — and Toki converts it into a structured, time-blocked schedule on your actual calendar. The 2.0 update focuses specifically on handling vague inputs: goals without deadlines, interests without clear milestones, and ambitions without a plan. The engine behind it does two things: it breaks goals into concrete sub-tasks with realistic time estimates, and it finds open slots in your existing calendar to place them. It accounts for your current commitments, working hours preferences, and energy patterns based on historical scheduling behavior. The output is a calendar, not a to-do list — each item has a start time and a duration. This is an indie launch from a small team shipping on Product Hunt today. The concept is deceptively simple but the execution gap — converting 'I want to do X' into an actual calendar event with a specific time — is where most people's goals go to die. Toki makes that conversion automatic.
Productivity
Walkie
Hold a hotkey, speak anywhere — local STT with zero data retention
50%
Panel ship
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Community
Free
Entry
Walkie is a Mac and Windows dictation app that turns any text field into a voice interface. Hold your hotkey, speak naturally, release—and your words appear in whatever app is active: Slack, VS Code, Gmail, Terminal, Notion, anywhere. The app runs on-device using your choice of 7+ local models (Whisper variants, NVIDIA Parakeet, Moonshine, SenseVoice) or can optionally route through cloud servers with a zero-data-retention policy. The differentiation from basic OS-level dictation is the AI post-processing layer: Fast Mode removes filler words ("um," "uh"), fixes grammar, and adapts formatting style based on context (formal, casual, technical). A custom dictionary learns your domain vocabulary—medical terms, product names, variable names—and a snippet system lets you trigger full text expansions with voice shortcodes. Launching on Product Hunt today (April 6, 2026) with 107 upvotes, Walkie sits at #6 on the daily leaderboard. The free tier is genuinely useful: unlimited local mode plus 4,000 Fast Mode words per week. Pro is $6/month for unlimited Fast Mode and advanced smart commands. It supports 100+ languages via Whisper.
Reviewer scorecard
“The calendar integration is what separates this from every other goal-setting app. Putting it on the calendar is the commitment. If this handles Google Calendar and Outlook reliably, it solves a real friction point. The 2.0 focus on vague inputs is the right problem to solve — structured goal input was always fake precision.”
“Six dollars a month for unlimited voice-to-text across every app on my machine, with local processing as the default and filler word removal baked in. The snippet trigger feature alone is worth the price—I can say 'insert boilerplate' and have it expand a 200-word block. This is the Raycast of dictation tools.”
“Every AI scheduling tool faces the same cold-start problem: the AI doesn't know what your goals actually require, so it guesses. 'Learn piano' could be 15 minutes or 2 hours a day depending on your ambition level. Until AI scheduling has genuine context about your life and real feedback loops, these plans are mostly aspirational fiction dressed as a calendar.”
“Whisper-based dictation apps are practically a commodity at this point—Flow, Superwhisper, and even native OS dictation do most of this. The AI post-processing is nice but adds latency. And I'd want to see the 'zero data retention' claim independently audited before routing sensitive voice data through any cloud tier.”
“AI-mediated time allocation is underrated as a category. Most knowledge workers have no systematic way to translate priorities into time. Tools that automate the scheduling layer — freeing humans to focus on defining what matters — are going to become standard productivity infrastructure within three years.”
“Voice is the natural input layer for the agentic era—when agents can act on your behalf, you want to direct them by speaking. Walkie's voice command integration points toward this: not just dictating text but triggering OS-level actions by voice. The local-first model is also a meaningful privacy signal as voice data becomes more sensitive.”
“As someone who juggles creative projects alongside client work, the idea-to-calendar conversion solves a real problem. The question is whether it handles irregular schedules and creative flow states intelligently. If it just force-fits rigid blocks, it'll feel clinical. But the impulse is exactly right — intentions without time don't become reality.”
“As someone who writes 5,000 words of content a week, I've been burned by cloud-dependent voice tools going down at the worst moments. Walkie's local mode with 7 model choices is exactly what I need—reliable, fast, private. The snippet expansion feature for my frequently-used phrases is a genuine time saver.”
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