We Analyzed 3,488 Coding YouTubers — Here's What We Found
Data analysis of 3,488 YouTube channels teaching programming: subscriber distribution, engagement rates, upload patterns, and the rise of AI coding content.
We built Developer Educators to help people find the best programming tutorials on YouTube. In the process, we collected detailed data on 3,488 channels with a combined 390 million subscribers.
Here’s what the data reveals about the state of programming education on YouTube in 2026.
The Numbers
- 3,488 channels tracked
- 390M combined subscribers
- 9 content categories
- 57 technologies covered
- 54,614 individual videos indexed
Most Channels Are Small (And That’s Fine)
The median programming YouTuber has 9,000 subscribers. That means half of all coding channels we track have fewer than 9K subs.
The top 1% — channels with 1M+ subscribers — account for a disproportionate share of total views. But some of the best educational content comes from smaller creators with deep expertise in specific technologies.
| Subscriber Range | Channels | % of Total |
|---|---|---|
| 1M+ | ~30 | 0.9% |
| 100K–1M | ~250 | 7.2% |
| 10K–100K | ~1,200 | 34.4% |
| 1K–10K | ~2,000 | 57.5% |
AI Coding Is the Biggest Category
With 799 channels, AI & Coding is now the largest category — overtaking Web Development (686) and Data Science (605).
This reflects the explosive growth of AI coding tools like Cursor, GitHub Copilot, Claude Code, and vibe coding platforms. Channels that previously focused on traditional web development have shifted heavily toward AI-assisted development content.
| Category | Channels |
|---|---|
| AI & Coding | 799 |
| Web Development | 686 |
| Data Science | 605 |
| Game Development | 299 |
| DevOps & Cloud | 295 |
| CS Fundamentals | 269 |
| Backend | 225 |
| Mobile Development | 219 |
| Cybersecurity | 91 |
Engagement: The Real Quality Signal
Average engagement rate across all channels is 3.20% (likes + comments / views). But the distribution tells a more interesting story:
- 437 channels have engagement above 5% — these are the highly interactive communities
- 1,681 channels sit in the 2–5% sweet spot — solid, engaged audiences
- 932 channels are below 2% — often larger channels where engagement scales down naturally
The highest-engagement large channels:
- Game Maker’s Toolkit — 6.03% (1.71M subs)
- Traversy Media — 5.87% (2.4M subs)
- Sebastian Lague — 5.42% (1.4M subs)
- Low Level Learning — 5.21% (980K subs)
- Code Bullet — 5.05% (3.43M subs)
These channels prove you can maintain exceptional engagement even at scale.
Upload Frequency
How often do programming YouTubers upload?
| Frequency | Channels | % |
|---|---|---|
| Sporadic | 886 | 25.4% |
| Weekly | 797 | 22.9% |
| Monthly | 588 | 16.9% |
| Bi-weekly | 462 | 13.2% |
| Unknown | 394 | 11.3% |
| Daily | 361 | 10.4% |
A quarter of all channels upload sporadically — meaning they don’t follow a consistent schedule. Only 10% upload daily. Weekly uploading is the most common consistent pattern.
The Long Tail Matters
The data confirms something we’ve always believed: the best learning content isn’t always on the biggest channels.
A channel with 15K subscribers and 8% engagement teaching Rust or Kubernetes may deliver more value to you than a 5M-subscriber generalist channel. That’s exactly why we built tools like technology filters and engagement rankings — to help you find these hidden gems.
What’s Next
We update this data daily via the YouTube API. As the landscape evolves — especially as AI coding tools reshape how content is created and consumed — we’ll continue tracking the trends.
Explore the data yourself:
- Browse all channels — search and filter 3,488 channels
- By technology — find educators for 57 specific technologies
- By engagement — discover the most interactive communities
- Rising stars — emerging channels under 50K subs
- Best videos — top tutorial videos across all technologies