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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?
Tutor LMS locks down its REST API as feature work resumes
Tutor LMS has moved past post-rewrite patches into a 4.x feature line. v4.1.0 added negative and partial quiz marking and WordPress AI Connector support, and v4.2.0 adds REST API access tokens, endpoint-level authorization and enforced key permissions. The same release fixes unauthorized REST access to course content, quiz answers, attempts and user details, and verifies Reveal Mode answers on the server.
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
Tutor LMS locks down its REST API as feature work resumes
◆ Current state
Tutor LMS has moved past post-rewrite patches into a 4.x feature line. v4.1.0 added negative and partial quiz marking and WordPress AI Connector support, and v4.2.0 adds REST API access tokens, endpoint-level authorization and enforced key permissions. The same release fixes unauthorized REST access to course content, quiz answers, attempts and user details, and verifies Reveal Mode answers on the server.
◆ Where it's heading
The capability surface has started moving again after the flat period that followed 4.0, and API trust is the main theme. A REST layer that returned quiz answers and user details without proper checks needed this repair before anyone could safely build on it. Performance work on analytics, orders and the instructor dashboard runs alongside, across nearly every release since 4.0.8.
◆ Prediction
With token authentication in place, wider REST coverage is the natural next step. Quiz depth is the other live thread, given the marking and verification work in the last two feature releases.
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.
TAO Testing
TAO follows its lockdown browser release with a version-gate fix within days.
Code.org
Code.org readies Hour of AI 2026 with Sprite Lab 2 projects and an Adaptive finish flow.
LearnWorlds
LearnWorlds lets one course carry several prices, its latest checkout upgrade.
Coursera
Coursera packages its AI catalog into 12 role-based learning plans.
Blackboard Learn
Blackboard Learn's December build 4001.7 reaches Test/Stage on schedule.
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.
- 4d agoTutor LMSv4.2.1 fixes paused-course enrollment and earnings filters
- 17d agoTutor LMSv4.2.0: REST API tokens and fixes for unauthorized access
- 1mo agoTutor LMSv4.1.1: Orders query tuning and payment input validation
- 1mo agoTutor LMSv4.1.0: partial and negative quiz marking, AI Connector
- 1mo agoTutor LMSPerformance and security update, labeled v4.9.0
- 2mo agoTutor LMSv4.0.8: dashboard layout options and dual-mode logos
- 5mo agoBrilliantBrilliant introduces Koji, a graphical AI tutor ⚡
- 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
- 2y 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.