Tutor LMS
Six weeks past the 4.0 rewrite, Tutor LMS is still paying down what the rewrite broke.
A side-by-side editorial comparison of Brilliant and iSpring — release velocity, themes, recent moves, and the top alternatives to consider.
Brilliant launches Koji, a graphical AI tutor — its first product move in 15 months.
Brilliant ships infrequent, essay-style blog posts that read as much like product manifestos as changelog. The most recent post announces Koji, framed as a graphical AI tutor — the first new headline product in this ten-entry window. The rest of the timeline is course-design philosophy around algebra, programming, and learning-game evals.
iSpring pairs AI drafting with a steady content-library drip to keep generated courses stocked.
The headline capability remains AI Course Creator and AI slide generation — a course draft produced from a prompt rather than assembled by hand. This window adds the other half of that equation: new characters, backgrounds and templates for training scenarios in the Content Library. Generated drafts need assets to be made of, and the library drops keep arriving at roughly the rate the AI features do.
Brilliant ships infrequent, essay-style blog posts that read as much like product manifestos as changelog. The most recent post announces Koji, framed as a graphical AI tutor — the first new headline product in this ten-entry window. The rest of the timeline is course-design philosophy around algebra, programming, and learning-game evals.
The throughline across these posts is the same: lean on visual, game-like interaction and use AI to scale the tutor-style feedback loop the team keeps writing about. Koji is the first concrete productization of that thesis after a long stretch of essays describing the approach. Cadence remains slow, which suggests Brilliant publishes only when something is meaningfully different.
Expect Koji to roll out across more subjects following the same algebra-then-CS pattern earlier posts described, and for future entries to attach Koji-specific course launches rather than announce new products from scratch.
The headline capability remains AI Course Creator and AI slide generation — a course draft produced from a prompt rather than assembled by hand. This window adds the other half of that equation: new characters, backgrounds and templates for training scenarios in the Content Library. Generated drafts need assets to be made of, and the library drops keep arriving at roughly the rate the AI features do.
iSpring is closing a loop for corporate L&D authoring: AI drafts the structure and slides, AI translation localizes it, AI images and library assets dress it, and the author edits rather than creates. The library refreshes are the least visible part of that and the part that decides whether generated courses look distinct or identical. Scenario-focused assets specifically serve branching simulations, the format hardest to author from scratch.
Expect the library and the AI authoring paths to converge — asset selection driven by the course prompt rather than picked by hand from the library.
Other EdTech products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Brilliant or iSpring.
Six weeks past the 4.0 rewrite, Tutor LMS is still paying down what the rewrite broke.
Image moderation is spreading lab by lab while the rebrand clears its last code references.
learnr is in caretaker mode, adding guardrails rather than teaching features
Tutor LMS 4.0 is out of the redesign and into the long tail of fixing it.
Chamilo tags a 3.0 beta while 2.0 is still in release candidate, with no notes explaining the jump.
Kahoot's feed is an education marketing channel, not a changelog.
See all Brilliant alternatives → · See all iSpring alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. iSpring is currently shipping more aggressively (velocity 5.0 vs 3.8), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. iSpring is currently shipping more aggressively (velocity 5.0 vs 3.8), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other EdTech products to evaluate alongside.
Top Brilliant alternatives in EdTech are ranked by recent ship velocity. Browse the "Brilliant alternatives" section above for the current picks, or visit /alternatives/brilliant for the full list with editorial commentary on each.
Top iSpring alternatives in EdTech are ranked by recent ship velocity. Browse the "iSpring alternatives" section above for the current picks, or visit /alternatives/ispring for the full list with editorial commentary on each.