White Room White Room DSA
TitleTagsDifficultySuccess Rate
1. Add to 13
Basics Microsoft
Easy 1
71% 303 / 424
2. Put a ring on it.
BasicsData Structures Google
Easy 1
57% 495 / 874
3. It's over for you. (if you can't do this)
Basics Millennium
Easy 1.5
20% 190 / 968
4. Know your limits. (Easy version)
NetworkingBasics Akuna Capital +1
Easy 1.5
28% 137 / 482
5. Know your limits. (Hard version)
NetworkingBasics Akuna Capital +1
Easy+ 2
31% 73 / 234
6. burn this image into the retina of my eye
Machine LearningBasics Meta
Easy+ 2
80% 51 / 64
7. CorrelationTTV (Easy version)
Math MillenniumHRT
Easy+ 2
19% 50 / 267
8. Crafter
AlgorithmsBasics Visa
Easy+ 2
9% 47 / 515
9. Unique Pointer 2 Parts
BasicsMemory Management
Easy+ 2.5
—
10. Pixel Budget
BasicsAlgorithms Anthropic +1
Easy+ 2.5
77% 34 / 44
11. Ok Garmin, save video
Data StructuresBasics Amazon
Easy+ 2.5
53% 49 / 92
12. Ouroboros
MathAlgorithms
Easy+ 2.5
44% 41 / 94
13. Down the Rabbit-Hole
BasicsMath Jane Street +1
Normal 3
51% 24 / 47
14. Vector (Easy version) 2 Parts
Data StructuresBasics Squarepoint
Normal 3
10% 29 / 294
15. Stronger Together
MathBasics Meta +1
Normal 3
81% 21 / 26
16. Let's Connect! (Easy version)
BasicsGame Theory Citadel
Normal 3
68% 21 / 31
17. The Answer to the Ultimate Question of Life, the Universe, and Everything
Memory ManagementBasics HRT
Normal 3
15% 80 / 542
18. Hash Map 2 Parts
MapsData Structures
Normal 3
—
19. Deque 2 Parts
Data StructuresMemory Management
Normal 3.5
—
20. The Endless Expanse Project 1 Part
MathGame Theory HRT +1
Normal 3.5
26% 6 / 23
21. Shared Pointer 2 Parts
BasicsMemory Management
Normal 3.5
—
22. Time-Windowed Join
BasicsData Structures Google
Normal 3.5
59% 17 / 29
23. The Amazing Race 1
Math
Normal 3.5
13% 16 / 126
24. One step forward, two steps back
AlgorithmsMath Anthropic +1
Normal+ 4
86% 6 / 7
25. Escape the Matrix
Data StructuresMath Voleon +2
Normal+ 4
25% 15 / 61
26. Omniscient Reader's Viewpoint
MathBasics Meta +1
Normal+ 4
53% 8 / 15
27. We live in a simulation.
Math HRT
Normal+ 4
88% 15 / 17
28. CorrelationTTV (Hard version)
Math MillenniumHRT
Normal+ 4
8% 12 / 160
29. You're naive.
MathBasics GoogleMeta +1
Normal+ 4
35% 8 / 23
30. Return Routing Engine Debug 4 Symptoms
DebuggingSystems Amazon +1
Normal+ 4.5
67% 2 / 3
31. Hashring
Data StructuresBasics Anthropic
Normal+ 4.5
15% 8 / 53
32. Ordered Map 2 Parts
Data StructuresMaps
Normal+ 4.5
100% 1 / 1
33. Multidimensional Virtual Arcade
Design PatternsGame Theory Citadel +1
Normal+ 4.5
4% 4 / 98
34. Do you think he clicks?
Concurrency Optiver
Hard 5
29% 10 / 35
35. Knock on wood
ConcurrencyOperating Systems Nvidia +1
Hard 5
16% 13 / 79
36. We were all SYNners.
Networking Nvidia
Hard 5
26% 10 / 38
37. One, Two, Skip a few...
Memory ManagementData Structures Optiver
Hard 5
36% 17 / 47
38. Design an in-memory file system
Design PatternsData Structures Meta +1
Hard 5.5
17% 7 / 42
39. Return by Death
Machine LearningBasics Anthropic +1
Hard 5.5
100% 4 / 4
40. Pardon my...
Data StructuresMemory Management +1
Hard 5.5
29% 5 / 17
41. cant erase u
Design PatternsMemory Management
Harder 6
9% 5 / 57
42. Porphyrophobia
Design PatternsNetworking Meta +1
Harder 6
17% 8 / 48
43. I'm single.
Operating SystemsDesign Patterns Akuna Capital +2
Harder 6
12% 18 / 149
44. Let's Connect! (Hard version)
MathGame Theory Citadel
Harder 6
8% 7 / 83
45. The NOexistenceN of you AND me
Design PatternsMachine Learning Millennium +1
Insane 7
100% 5 / 5
46. Return to Sender
Networking Nvidia
Insane 7.5
21% 6 / 29
47. Vector (Hard Version) 3 Parts
Memory ManagementData Structures Squarepoint
Insane 7.5
4% 6 / 157
48. Pool party!
Memory ManagementDesign Patterns Akuna Capital +2
Expert 8
7% 7 / 103
49. Consumerism (Easy version)
Data StructuresConcurrency +2
Master 9
16% 9 / 58
50. My little tokenizer can't be this greedy?!
Machine LearningData Structures +1
Master 9
33% 2 / 6
51. Stacked up (Easy Version)
Operating SystemsData Structures +1
Master 9.5
16% 4 / 25
52. Consumerism (Hard version)
Memory ManagementDesign Patterns +3
Grandmaster 10
30% 9 / 30
53. Stacked up (Hard Version)
Memory ManagementData Structures +2
Glitched 11
38% 6 / 16