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Comparison · EdTech
Brilliant vs Code.org
A side-by-side editorial comparison of Brilliant and Code.org — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:edtech
Brilliant vs Code.org: 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 Code.org?
Code.org readies Hour of AI 2026 with Sprite Lab 2 projects and an Adaptive finish flow.
Code.org's November 12 and 13 builds prepare the 2026 Hour of AI activity: a project type, display art, a freeplay dialog and finish dialog, and Sprite Lab 2 sharing, project pictures and image uploads. Adaptive gets a finish flow with stats tiles, a warning before rebuilding a project with work in it, accessibility fixes and configurable model-call timeouts. The AI gateway fallback now allows international use of the Adaptive tutorial.
Brilliant vs Code.org: 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.
Code.org
5.0EDTECH
Code.org readies Hour of AI 2026 with Sprite Lab 2 projects and an Adaptive finish flow.
◆ Current state
Code.org's November 12 and 13 builds prepare the 2026 Hour of AI activity: a project type, display art, a freeplay dialog and finish dialog, and Sprite Lab 2 sharing, project pictures and image uploads. Adaptive gets a finish flow with stats tiles, a warning before rebuilding a project with work in it, accessibility fixes and configurable model-call timeouts. The AI gateway fallback now allows international use of the Adaptive tutorial.
◆ Where it's heading
After switching Adaptive to Gemini 3 and adding OpenAI models to AI Chat Lab on November 8, the team has moved to shipping the student-facing pieces for Hour of AI in December. Sprite Lab 2 is being finished as the activity's main canvas, and Adaptive is being hardened with timeouts, fallbacks and accessibility work ahead of classroom traffic.
◆ Prediction
Builds through early December will likely keep finishing the Hour of AI 2026 activity and scaling the AI gateway for classroom load.
Alternatives to Brilliant and Code.org
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 Code.org.
TAO Testing
TAO follows its lockdown browser release with a version-gate fix within days.
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.
Scribe
Scribe's Optimize now stitches every session on a ticket into one timeline.
See all Brilliant alternatives → · See all Code.org alternatives →
Recent activity from Brilliant and Code.org
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 14h agoCode.orgCode.org builds Hour of AI 2026 freeplay and Sprite Lab sharing
- 1d agoCode.orgCode.org adds sprite delete blocks and Adaptive accessibility
- 1d agoCode.orgCode.org adds Adaptive finish flow and international AI tutor use
- 3d agoCode.orgCode.org adds Sprite Lab 2 player 2 and quiz saving
- 4d agoCode.orgCode.org improves Sprite Lab 2 image UI
- 4d agoCode.orgSprite Lab 2 level editor; Adaptive gets Statsig events
- 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 Code.org?
Both compete on the same themes — edtech — within EdTech. Code.org 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 Code.org?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Code.org 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 Code.org?
Top Code.org alternatives in EdTech are ranked by recent ship velocity. Browse the "Code.org alternatives" section above for the current picks, or visit /alternatives/code-org for the full list with editorial commentary on each.