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Comparison · EdTech
Brilliant vs Tutor LMS
A side-by-side editorial comparison of Brilliant and Tutor LMS — release velocity, themes, recent moves, and the top alternatives to consider.
Brilliant vs Tutor LMS: at a glance
What is Brilliant?
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.
What is Tutor LMS?
Six weeks past the 4.0 rewrite, Tutor LMS is still paying down what the rewrite broke.
v4.0.5 is another maintenance release built mostly from Pro fixes: a PHP fatal error on WooCommerce Subscriptions renewals, checkout and cart pages capped at ten products, course access removed when a failed order was cancelled, co-authors locked out of submitted assignments, and wrong dates on enrollment records. The handful of non-fix items are small — a way back to the homepage from the mobile student dashboard, stricter instructor capability checks, author changes now propagating across all content. Nothing has extended what an instructor can build since the AI quiz generation that arrived in the 4.0 beta.
Brilliant vs Tutor LMS: editorial side-by-side
Brilliant
3.8EDTECH
Brilliant launches Koji, a graphical AI tutor — its first product move in 15 months.
◆ Current state
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.
◆ Where it's heading
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.
◆ Prediction
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.
Tutor LMS
5.0EDTECH
Six weeks past the 4.0 rewrite, Tutor LMS is still paying down what the rewrite broke.
◆ Current state
v4.0.5 is another maintenance release built mostly from Pro fixes: a PHP fatal error on WooCommerce Subscriptions renewals, checkout and cart pages capped at ten products, course access removed when a failed order was cancelled, co-authors locked out of submitted assignments, and wrong dates on enrollment records. The handful of non-fix items are small — a way back to the homepage from the mobile student dashboard, stricter instructor capability checks, author changes now propagating across all content. Nothing has extended what an instructor can build since the AI quiz generation that arrived in the 4.0 beta.
◆ Where it's heading
The 4.0 train has settled into a steady cadence of patch releases whose contents describe the rewrite's blast radius: monetization, enrollment, and Pro-tier billing paths keep surfacing defects release after release. Each one is smaller than the last, which suggests the worst of it is behind them, but the product's capability surface has been flat for three months while this plays out. The AI authoring work remains the only genuine expansion in the current window.
◆ Prediction
The patch cadence should continue thinning out until a 4.1 resumes feature work, with the AI Studio surface the most likely place it restarts given that is where the 4.0 train last added capability. The entries give no indication of timing.
Alternatives to Brilliant and Tutor LMS
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 Tutor LMS.
Code.org
Image moderation is spreading lab by lab while the rebrand clears its last code references.
learnr
learnr is in caretaker mode, adding guardrails rather than teaching features
Tutor LMS
Tutor LMS 4.0 is out of the redesign and into the long tail of fixing it.
Chamilo
Chamilo tags a 3.0 beta while 2.0 is still in release candidate, with no notes explaining the jump.
Kahoot!
Kahoot's feed is an education marketing channel, not a changelog.
See all Brilliant alternatives → · See all Tutor LMS alternatives →
Recent activity from Brilliant and Tutor LMS
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoTutor LMS4.0.5 fixes WooCommerce renewals and a checkout product cap
- 11d agoTutor LMS4.0.4 fixes Course Builder dark mode and stray certificates
- 22d agoTutor LMS4.0.2 adds private Vimeo videos and links in instructor feedback
- 2mo agoTutor LMS4.0.0-RC.2 polishes the instructor dashboard and accessibility
- 2mo agoBrilliantBrilliant introduces Koji, a graphical AI tutor ⚡
- 3mo agoTutor LMS4.0.0-RC.1 tightens theme, SEO plugin, and login compatibility
- 3mo agoTutor LMS4.0.0-beta.4 adds AI quiz generation and GDPR compliance ⚡
- 1y agoBrilliantWhen “almost right” is catastrophically wrong: Evals for AI learning games
- 1y agoBrilliantHand-crafted, machine-made: How we make learning games with AI
- 1y agoBrilliantProgramming in 2025: A preview of our upcoming CS courses
- 1y agoBrilliantOne subject, three lenses: A multifaceted look at Algebra
- 1y agoBrilliantGame on: Solving for x-citement with interactive Algebra
Frequently asked questions
What is the difference between Brilliant and Tutor LMS?
They serve adjacent needs but don't currently overlap on shipped themes. Tutor LMS 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.
Is Brilliant better than Tutor LMS?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Tutor LMS 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.
What are the best alternatives to Brilliant?
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.
What are the best alternatives to Tutor LMS?
Top Tutor LMS alternatives in EdTech are ranked by recent ship velocity. Browse the "Tutor LMS alternatives" section above for the current picks, or visit /alternatives/tutorlms for the full list with editorial commentary on each.