Pezzza's Work

Subscribers 199K

Videos 117

Views 21.3M

Channels Like Pezzza's Work

Pezzza's Work shares personal projects focusing on physics simulations, raytracing, machine learning, and related experiments, mostly built from scratch. The channel leans toward deep-dives and tutorials on topics like AI simulation, ant simulations, cloth and physics engines, and real-time simulations, with a consistent emphasis on C++ and gamedev; uploads appear frequent given 117 videos since 2019, and the channel averages about 1.3M views per video.

Similar Channels

We found 46 YouTube channels similar to Pezzza's Work

#1

argonaut

87% relevance

Subscribers 45.3K

Videos 5

Views 1.2M

Appearances 5

SERP 100%

Similarity 79%

procedural physics soft body dynamics procedural animation

Both target audiences interested in procedural and dynamic simulations (procedural physics, soft body dynamics, procedural animation) with high search overlap (100% for search) and a strong content alignment (79%), indicating similar tutorial-focused exploration of simulation techniques.

#2

Two Minute Papers

85% relevance

Subscribers 1.8M

Videos 1K

Views 163.7M

Appearances 9

SERP 94%

Similarity 79%

physics engine real-time simulation soft body dynamics

Shares audience interest in physics engines, real-time simulation, and soft body dynamics; very high search overlap (94%) and solid content similarity (79%), aligning on accessible explorations of cutting-edge simulation concepts.

Sebastian Lague YouTube channel thumbnail

#3

Sebastian Lague view on YouTube ▶

85% relevance

Subscribers 1.4M

Videos 293

Views 112.6M

Appearances 7

SERP 98%

Similarity 76%

ant simulation ants simulation ray tracing basics

Similar emphasis on simulation topics (ant simulations, ray tracing basics) with near-full search overlap (98%) and substantial content similarity (76%), indicating akin tutorials on procedural and algorithmic topics.

#4

Maze

79% relevance

Subscribers 2.9K

Videos 60

Views 2.1M

Appearances 6

SERP 91%

Similarity 72%

maze ai

Overlaps with 'maze AI' search intent (91% search overlap) though content shows lower alignment (72%), meaning a shared interest in AI-driven maze problems but stylistically different.

#5

Dr. Plants

77% relevance

Subscribers 5.2M

Videos 11

Views 577.8M

Appearances 3

SERP 76%

Similarity 78%

ant simulation ants simulation ants fight

Shares ant/agent-based simulation themes and combat dynamics (ants fight) with moderate search overlap (76%) and solid content similarity (78%), yielding an audience overlap around agent-based systems.

#6

Ten Minute Physics

74% relevance

Subscribers 41.7K

Videos 26

Views 871.4K

Appearances 3

SERP 69%

Similarity 77%

cloth simulation fluid dynamics sim rigid body solver

Both cover physics-related simulations (cloth, fluids, rigid bodies) with notable search overlap (69%) and good content similarity (77%), aligning on approachable physics-based visualization tutorials.

Content Landscape

Top competitors: 1) Two Minute Papers — 85% match, 1.8M subscribers; overlaps include physics engine, real-time simulation, and soft body dynamics. 2) Sebastian Lague — 85% match, 1.4M subscribers; overlaps include ant simulation, ants simulation, and ray tracing basics. 3) Dr. Plants — 77% match, 5.2M subscribers; overlaps include ant simulation, ants fight. These channels compete on queries like AI simulation, real-time simulation, physics engine, and ant/maze simulations. Pezzza's Work (199K subscribers) is smaller than these competitors, but shares a substantial audience interest in simulation and AI-related topics.

Video Highlights

Didn't Make the Cut

40 additional channels that were close

Rank	Relevance	Channel	Similarity	Subscribers	SERP	Appearances
#7	73%	AntTrek	82%	88.5K	61%	7
#8	72%	cozmouz	83%	96.7K	56%	5
#9	68%	TerraGreen	72%	3.9M	63%	6
#10	67%	IBM Technology ▶	75%	1.6M	55%	4
#11	66%	NVIDIA Developer	71%	202K	60%	4
#12	65%	Gonkee	81%	136K	41%	3
#13	64%	MacroPixel	75%	18.7K	48%	3
#14	62%	Reducible	71%	333K	50%	3
#15	62%	Zanzlanz	75%	70.7K	44%	2
#16	62%	Skeffles	70%	1.5K	50%	3
#17	60%	Douglas	74%	17K	39%	3
#18	59%	Primer ▶	82%	1.9M	26%	2
#19	59%	AI Warehouse	82%	814K	25%	4
#20	58%	b2studios	81%	353K	23%	1
#21	58%	MATLAB	72%	595K	37%	3
#22	57%	Rust without rust	75%	2.3K	30%	2
#23	57%	Lincoln Margison - Game Development	74%	12.8K	32%	4
#24	57%	Techquickie ▶	67%	4.3M	41%	3
#25	57%	GDC Festival of Gaming	68%	551K	39%	6
#26	56%	NVIDIA	71%	2.1M	35%	4
#27	56%	Stanford Online	70%	1.1M	35%	1
#28	56%	Species \| Documenting AGI ▶	78%	313K	23%	3
#29	56%	Dan Martell ▶	73%	2.4M	30%	2
#30	56%	braintruffle	74%	148K	28%	1
#31	55%	Game Maker's Toolkit ▶	73%	1.7M	28%	1
#32	55%	Graphics in 5 Minutes	68%	32.3K	35%	1
#33	55%	OGLDEV	73%	16.9K	28%	1
#34	54%	David Ondrej	74%	378K	23%	1
#35	54%	Gacha Smack	66%	117K	35%	1
#36	53%	Mevea	65%	1.8K	35%	1
#37	53%	Cem Yuksel	67%	22.8K	32%	2
#38	53%	Steve Brunton	64%	510K	36%	2
#39	53%	Sakura Rabbit	69%	192K	28%	1
#40	52%	Branch Education ▶	70%	2.7M	25%	4
#41	51%	BBC ▶	62%	15.4M	35%	1
#42	51%	Eddy Lau	66%	1.1K	28%	1
#43	51%	QuantFish	66%	10.5K	28%	1
#44	50%	Techtokerist	68%	2.6K	23%	1
#45	50%	IU Indianapolis	61%	4.0K	35%	1
#46	49%	BBC Earth ▶	66%	14.3M	24%	3

Search Queries Used

AI simulation evolving ai predator prey ai cloth simulation physics engine collision detection ant simulation ants simulation maze ai ants fight ai learning real-time simulation handmade physics from scratch engine ray tracing basics particle collision demo procedural physics soft body dynamics real time rendering GPU ray tracing neural sim models cellular automata sims agent based sim fractal flame render emergent behavior sims physics based animation mesh collision turbulence simulation fluid dynamics sim rigid body solver light transport basics neural network physics procedural animation growth sim models collision response tutorials

Frequently Asked Questions

Which YouTube channels are most similar to Pezzza's Work?

argonaut — 45.3K subscribers, 87% match; Two Minute Papers — 1.8M subscribers, 85% match; Sebastian Lague — 1.4M subscribers, 85% match. All three channels compete in AI, simulation, and game development content related to algorithms, simulations, and computer graphics, sharing a focus on educational programming and research-oriented topics.

What type of content does Pezzza's Work make?

Pezzza's Work creates tutorials and demonstrations centered on AI, simulations, and game development using C++, SFML, and related tech. Based on titles, content includes evolving AI, predator-prey simulations, larger simulations with AI learning, realtime cloth simulation, ant simulations, and AI-driven environments. Uploads appear frequent with an average of about 1.3M views per video.

How do we determine which channels are similar to Pezzza's Work?

We analyze Pezzza's Work's recent videos, generate topic-relevant search queries, check YouTube search results, and compare the meaning of each channel's content to measure similarity. The result is a ranked list sorted by SERP overlap, semantic similarity, and search appearances.

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