Koji and SmartWinnr are both AI meeting assistants for recording, transcription, and summaries, compared here on pricing, features, and workflow fit. Koji: AI-native customer research platform whose AI interviewer runs voice and text discovery conversations at scale, then synthesizes themes automatically. SmartWinnr: AI roleplay and coaching platform for regulated industries where reps rehearse customer conversations with AI avatars. They overlap on ai-meeting-assistants, so the right pick depends on team size, budget, and which meeting workflows you automate.
How Hosiqo compares and tests toolsFinal recommendation
For ai-meeting-assistants workflows, shortlist Koji when running exploratory discovery interviews without scheduling live calls matters most, and SmartWinnr when pharma and medtech reps rehearsing compliant messaging for hcp conversations matters most. Both record across Zoom, Google Meet, and Microsoft Teams; trial each on real meetings before committing.
AI-native customer research platform whose AI interviewer runs voice and text discovery conversations at scale, then synthesizes themes automatically.
AI roleplay and coaching platform for regulated industries where reps rehearse customer conversations with AI avatars.
Koji is a free tier with paid upgrades (freemium); SmartWinnr is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Koji | SmartWinnr |
|---|---|---|
| Core capability | Insights traceable back to specific participant quotes | Two-way voice-based AI roleplay with avatars that ask follow-ups and raise objections |
| Standout feature | AI interviewer that runs asynchronous voice and text discovery conversations at scale | Automated multi-dimensional scoring of rep practice sessions |
| Team usage | AI research agent that drafts research goals and interview guides from a brief | Real-time AI coaching highlighting conversation quality |
| Integrations | Automatic per-interview analysis with key moments and sentiment | Customizable buyer personas mirroring ideal customer profiles |
| Languages & capture | Cross-interview synthesis into study-wide themes, patterns, and recommendations | Manager analytics dashboards showing scores, practice frequency, and skill gaps |
| Best-fit workflow | MCP integrations with Claude, ChatGPT, Cursor, and Notion | Gamification with points, badges, and leaderboards |
Koji
Choose Koji if you need running exploratory discovery interviews without scheduling live calls — strengths include removes scheduling overhead by running many interviews in parallel and asynchronously.
SmartWinnr
Choose SmartWinnr if you need pharma and medtech reps rehearsing compliant messaging for hcp conversations — strengths include purpose-built for regulated industries like pharma and medical devices.
Koji
SmartWinnr
It depends on your workflow. Koji is strong for running exploratory discovery interviews without scheduling live calls, while SmartWinnr is strong for pharma and medtech reps rehearsing compliant messaging for hcp conversations. Both transcribe and summarize meetings.
Koji is a free tier with paid upgrades and SmartWinnr is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary and the budget is justified.