Reference table
Hubert.ai vs Koji for course feedback
A side-by-side table of the Hubert.ai chatbot for teacher feedback, as press coverage described it in 2017 and 2018, and Koji as it works today. It is meant for teaching and learning leads who used Hubert, or liked its start, stop and continue format, and now need a replacement. Rows marked not verified had no public source. Koji runs the same kind of conversation with follow-up questions and returns themes with quotes.
What's in this reference table
| Hubert.ai, 2017 to 2018 | Koji today | |
|---|---|---|
| Offered for course feedback | Not publicly marketed as of October 2026 | Yes, with university templates |
| How students take part | Text chat, invited by email | Text, voice or phone, opened from a link |
| Questions | Start, stop and continue | Your own brief: open questions, scales, choices, ranking |
| Follow-up questions | Depth not documented | Set per question, same rules in every interview |
| Languages | Not verified | 28 interview languages |
| Analysis | Categories and agreement on a dashboard | Themes with student counts and the quotes behind them |
| Export | CSV of all responses | CSV and JSON of conversations, shareable report link |
| Data location | Not verified | Primary database in the EU (Frankfurt) |
Use this image
Free to use in your docs, decks and posts under CC BY 4.0, as long as you credit Koji with a link to this page. To embed it, paste this into your page:
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<a href="https://www.koji.so/visuals/hubert-ai-vs-koji-course-feedback-comparison"><img src="https://www.koji.so/visuals/hubert-ai-vs-koji-course-feedback-comparison/hubert-ai-vs-koji-course-feedback-comparison.png" alt="Comparison table of the Hubert.ai course feedback chatbot as documented in 2017 and 2018 and Koji today, covering access, follow-ups, analysis and data." width="1200" height="957" /></a>
<p>Source: <a href="https://www.koji.so/visuals/hubert-ai-vs-koji-course-feedback-comparison">Hubert.ai vs Koji for course feedback</a>, Koji</p>
