Data Report
State of Developer YouTube
Q1 2026 · 3,588 channels · 132.2K videos · 57 technologies
Published March 27, 2026
Key Findings
AI Is Eating Developer Education
21.5% of all developer education channels are now focused on AI & Vibe Coding, making it the largest category.
AI Everywhere
32.8% of Data Science & ML channels mention AI tools in their videos — even outside the AI category, AI is becoming a core topic.
The Engagement Sweet Spot
500K-1M channels have the highest average engagement at 3.4%, while 1K-10K channels average 2.6%. Bigger audiences drive more interaction in dev education.
The 1% Rule
The top 1% of channels (36 creators) hold 35.1% of all subscribers in the ecosystem.
Most-Taught Technology
JavaScript leads with 5.0K video mentions across 601 creators.
Sponsorship Opportunity
Backend Development has 0.22% avg engagement but only 3.6% of channels have sponsors — a gap for brands.
Platinum Is Rare
Only 1.8% of channels (63) achieve Platinum CreatorScore (≥70), combining high reach, engagement, activity, and partnership readiness.
1. The Landscape
Developer education on YouTube spans 9 categories, with 3,588 channels reaching 392.2M subscribers.
Channels by Category
Channel Size Distribution
| Tier | Channels | Share |
|---|---|---|
| 1K-10K | 1,880 | 52.4% |
| 10K-100K | 1,128 | 31.4% |
| 100K-500K | 417 | 11.6% |
| 500K-1M | 81 | 2.3% |
| 1M+ | 82 | 2.3% |
Activity & Growth
Upload Frequency
| Frequency | Count | Share |
|---|---|---|
| daily | 381 | 10.6% |
| weekly | 818 | 22.8% |
| bi-weekly | 474 | 13.2% |
| monthly | 605 | 16.9% |
| sporadic | 895 | 24.9% |
| unknown | 415 | 11.6% |
Growth Trends
| Trend | Channels |
|---|---|
| rising | 202 |
| stable | 2,521 |
| declining | 0 |
| unknown | 865 |
2. Technology Rankings
Technologies ranked by video mentions across 3,588 channels. Mentions are counted from video titles scanned during enrichment.
Top Technologies by Video Mentions
Fastest-Growing Technologies (Q1 2026)
Month-over-month growth in video title mentions across 15,387 videos published in Q1 2026.
| Technology | Group | Total Mentions | Growth Rate |
|---|---|---|---|
| GraphQL | backend | 11 | 0% |
| PostgreSQL | backend | 117 | -32.5% |
| OpenClaw | ai-ml | 202 | -36.4% |
| Google Cloud | cloud-devops | 56 | -44.4% |
| OpenAI Codex | ai-ml | 104 | -66.7% |
| Spring Boot | backend | 149 | -68.8% |
| Tailwind CSS | web-frontend | 82 | -69.8% |
| System Design | cs-interview | 75 | -71% |
| Next.js | web-frontend | 188 | -74.7% |
| PyTorch | ai-ml | 15 | -75% |
| Java | web-backend | 361 | -76.1% |
| SQL & Databases | web-backend | 643 | -76.9% |
| PHP | web-backend | 296 | -77.7% |
| FastAPI | backend | 81 | -78.6% |
| Kubernetes | cloud-devops | 135 | -79% |
3. The AI Coding Explosion
of all developer education channels are now in the AI & Vibe Coding category — the single largest category with 772 channels and 102.3M subscribers.
Top AI Tools by Video Mentions
| Tool | Video Mentions |
|---|---|
| ChatGPT & LLMs | 4.3K |
| Claude Code | 749 |
| Cursor AI | 582 |
| GitHub Copilot | 492 |
| PyTorch | 396 |
| TensorFlow | 316 |
| OpenAI Codex | 181 |
| Replit AI | 143 |
| OpenClaw | 117 |
| v0 by Vercel | 95 |
AI Penetration into Non-AI Categories
Percentage of channels in each category that mention AI tools (ChatGPT, Cursor, Copilot, etc.) in their video titles.
4. Engagement Analysis
Engagement by Channel Size
| Tier | Channels | Avg Engagement | Avg Views/Video | Avg Sub Growth |
|---|---|---|---|---|
| 1K-10K | 1,880 | 2.6% | 4.4K | +1.65% |
| 10K-100K | 1,128 | 2.91% | 10.9K | +1.65% |
| 100K-500K | 417 | 3.2% | 38.4K | +1.73% |
| 500K-1M | 81 | 3.4% | 130.1K | +1.61% |
| 1M+ | 82 | 3.2% | 345.8K | +0.8% |
Upload Frequency vs Growth
| Frequency | Channels | Avg Sub Growth | Avg View Growth | Avg Engagement | % Rising |
|---|---|---|---|---|---|
| daily | 381 | +2.77% | +7.3% | 3.22% | 12.3% |
| weekly | 818 | +2.64% | +4.49% | 3.48% | 9.4% |
| bi-weekly | 474 | +2.01% | +3.39% | 3.44% | 6.8% |
| monthly | 605 | +1.61% | +2.11% | 3.2% | 4.6% |
| sporadic | 895 | +0.56% | +1.08% | 2.7% | 1.7% |
5. Creator Quality Tiers
Every channel receives a CreatorScore (0-100) based on five dimensions: Reach, Engagement, Activity, Partnership readiness, and Growth.
Tier Distribution
Tier Comparison
| Tier | Avg Score | Avg Subs | Avg Engagement | Reach | Engagement | Activity | Partnership | Growth |
|---|---|---|---|---|---|---|---|---|
| platinum | 73 | 1.4M | 4.74% | 82.2 | 70 | 91.8 | 43.9 | 34.1 |
| gold | 57.2 | 248.1K | 4.18% | 58 | 54.7 | 82 | 28.5 | 27.3 |
| silver | 38.8 | 37.6K | 2.94% | 44.9 | 44.3 | 38.9 | 20.3 | 24.9 |
| bronze | 23.5 | 17.4K | 1.05% | 29.4 | 18.3 | 25.1 | 13.9 | 24.1 |
Top Platinum Creators
| Channel | Category | Subscribers | Score | Engagement |
|---|---|---|---|---|
| Fireship @fireship | AI & Vibe Coding | 4.1M | 82 | 4.07% |
| JR Tutorials @jrtutorials | Data Science & ML | 2.3M | 82 | 8.35% |
| Low Level @lowleveltv | Computer Science | 1.0M | 80 | 4.24% |
| CodeWithHarry @codewithharry | Web Development | 9.5M | 79 | 4.41% |
| BoltMotivation @boltmotivationyt | AI & Vibe Coding | 2.7M | 79 | 1.75% |
| Tina Huang @tinahuang1 | Data Science & ML | 1.1M | 77 | 5.12% |
| CampusX @campusx-official | AI & Vibe Coding | 538.0K | 77 | 5.26% |
| NetworkChuck @networkchuck | Cybersecurity | 5.2M | 77 | 4.61% |
| Juniper Dev @juniperdev | Game Development | 358.0K | 77 | 7.51% |
| spoonkid2 @spoonkid2169 | Web Development | 1.1M | 76 | 2.44% |
6. Video Analysis
Analysis of 15,387 videos published during Q1 2026.
Performance by Duration
| Duration | Videos | Share | Avg Views | Median Views |
|---|---|---|---|---|
| 0-1 min (Shorts) | 0 | 0% | 0 | 0 |
| 1-5 min | 4,049 | 26.3% | 17.0K | 632 |
| 5-15 min | 5,174 | 33.6% | 8.3K | 489 |
| 15-30 min | 2,714 | 17.6% | 13.1K | 777 |
| 30-60 min | 1,764 | 11.5% | 9.7K | 558 |
| 60+ min | 1,686 | 11% | 29.9K | 903 |
Best Publish Day
| Day | Videos | Avg Views |
|---|---|---|
| Sunday | 1,513 | 13.9K |
| Monday | 2,309 | 9.5K |
| Tuesday | 2,302 | 15.6K |
| Wednesday | 2,353 | 12.4K |
| Thursday | 2,570 | 15.4K |
| Friday | 2,454 | 13.1K |
| Saturday | 1,886 | 18.6K |
Top Videos of Q1 2026
| Title | Channel | Views | Published |
|---|---|---|---|
| We packed TOTY 🇫🇷Dembélé | Devin Caherly | 7.5M | 2026-01-24 |
| NEW Raspberry Pi AI Hat Is a Massive Upgrade | NetworkChuck | 3.5M | 2026-01-15 |
| AI-Powered DevOps with AWS-Live Course V3 | Telusko | Telusko | 3.4M | 2026-01-15 |
| My Best TOTY Pulls🤯 | Devin Caherly | 3.1M | 2026-02-26 |
| Learn Country Flags - 2026 geography🤩🌍🎵✅ 18.01.2026. | Code Vibes | 3.1M | 2026-01-18 |
| Minor in AI & Gen AI - 2026 | Learn AI the Right Way | Vizuara | 2.8M | 2026-01-20 |
| Learn Country Flags - 2026 geography🤩🌍🎵✅ 12.01.2026. Be Smart #part2 | Code Vibes | 2.7M | 2026-01-13 |
| Minor in AI and GenAI 2026 - By MIT, Purdue PhDs | Vizuara | 2.5M | 2026-01-07 |
| AI-Powered DevOps with AWS-Live Course V3 | Telusko | Telusko | 2.4M | 2026-01-27 |
| Learn Country Flags - 2026 geography🤩🌍🎵✅ 15.01.2026. Be Clever | Code Vibes | 2.3M | 2026-01-15 |
7. Rising Stars
The fastest-growing active channels with under 100K subscribers. These are the breakout creators to watch.
| # | Channel | Category | Subscribers | 30d Growth | Top Tech | Score |
|---|---|---|---|---|---|---|
| 1 | CodeWithMuh | AI Automation @codewithmuh | AI & Vibe Coding | 12.2K | +155.2% | AWS | 55 |
| 2 | The Code Cruise @thecodecruise | AI & Vibe Coding | 8.5K | +130.1% | ChatGPT & LLMs | 45 |
| 3 | Matt Maher @metalsole | AI & Vibe Coding | 55.9K | +105.5% | ChatGPT & LLMs | 65 |
| 4 | Sean Matthew @seanmatthewai | AI & Vibe Coding | 8.8K | +80.4% | ChatGPT & LLMs | 62 |
| 5 | Pocketful of AI @pocketfullabs | AI & Vibe Coding | 3.6K | +70.4% | ChatGPT & LLMs | 51 |
| 6 | Cloud With VarJosh @cloudwithvarjosh | Data Science & ML | 8.4K | +60.2% | Kubernetes | 65 |
| 7 | Build at Scale @buildatscale | AI & Vibe Coding | 1.7K | +57.9% | ChatGPT & LLMs | 51 |
| 8 | Keith AI @learnaiautomation | AI & Vibe Coding | 7.7K | +54.9% | ChatGPT & LLMs | 65 |
| 9 | AI Coding Daily @aicodingdaily | AI & Vibe Coding | 8.2K | +35.4% | ChatGPT & LLMs | 61 |
| 10 | AI Stack Studio @aistackstudio-f2x | AI & Vibe Coding | 2.7K | +34.7% | — | 54 |
| 11 | AI with Hassan @ai.with.hassan | AI & Vibe Coding | 12.9K | +32.2% | OpenClaw | 63 |
| 12 | Ankita Kulkarni @kulkarniankita | AI & Vibe Coding | 25.7K | +30.5% | React | 67 |
| 13 | NDC @noahdoescoding97 | AI & Vibe Coding | 2.9K | +28.2% | Swift & iOS | 53 |
| 14 | Jotform AI Agents @ai-agents | AI & Vibe Coding | 20.7K | +27% | ChatGPT & LLMs | 47 |
| 15 | SaaS That App by Delta Systems @saasthatapppodcast | Web Development | 13.3K | +26.7% | — | 50 |
| 16 | Peter Yang @peteryangyt | AI & Vibe Coding | 75.7K | +25.5% | ChatGPT & LLMs | 67 |
| 17 | Tech Edge AI-ML @techedgeml | AI & Vibe Coding | 1.3K | +24.3% | ChatGPT & LLMs | 39 |
| 18 | Agent Zero @agentzerofw | AI & Vibe Coding | 19.2K | +23.9% | v0 by Vercel | 58 |
| 19 | Unity Unlocked @unityunlocked | Game Development | 2.4K | +23.7% | — | 52 |
| 20 | RegulayPython @regularpython | Data Science & ML | 5.8K | +22.4% | AWS | 53 |
8. Sponsorship Landscape
Brands detected via SponsorBlock data and video content scanning across the entire channel database.
Most Active Brands
Sponsorship by Category
| Category | Channels | Sponsored | Rate | Unique Brands | Avg Engagement |
|---|---|---|---|---|---|
| AI & Vibe Coding | 772 | 309 | 40% | 30 | 2.88% |
| Web Development | 729 | 277 | 38% | 30 | 3.31% |
| Mobile Development | 199 | 50 | 25.1% | 16 | 2.77% |
| DevOps & Cloud | 264 | 61 | 23.1% | 25 | 2.61% |
| Cybersecurity | 135 | 30 | 22.2% | 16 | 3.23% |
| Game Development | 305 | 67 | 22% | 23 | 3.24% |
| Data Science & ML | 650 | 120 | 18.5% | 25 | 2.65% |
| Computer Science | 338 | 58 | 17.2% | 20 | 2.92% |
| Backend Development | 196 | 7 | 3.6% | 6 | 0.22% |
Sponsorship Gaps
Categories with high engagement but low sponsor presence — opportunities for brands.
| Category | Avg Engagement | Sponsor Rate |
|---|---|---|
| Backend Development | 0.22% | 3.6% |
9. Geography
Top Countries
| Country | Channels | Share |
|---|---|---|
| US | 1541 | 42.9% |
| IN | 863 | 24.1% |
| GB | 208 | 5.8% |
| CA | 137 | 3.8% |
| DE | 95 | 2.6% |
| PK | 83 | 2.3% |
| AU | 61 | 1.7% |
| NL | 43 | 1.2% |
| FR | 31 | 0.9% |
| BD | 28 | 0.8% |
| BR | 25 | 0.7% |
| PL | 25 | 0.7% |
| NG | 24 | 0.7% |
| ID | 18 | 0.5% |
| NO | 17 | 0.5% |
Top Languages
| Language | Channels | Share |
|---|---|---|
| en | 3498 | 97.5% |
| en-IN | 20 | 0.6% |
| en-GB | 18 | 0.5% |
| hi | 10 | 0.3% |
| fr | 6 | 0.2% |
| bn | 4 | 0.1% |
| id | 4 | 0.1% |
| ar | 4 | 0.1% |
| te | 3 | 0.1% |
| ur | 3 | 0.1% |
10. Platform Economics
The Power Law
Subscriber distribution follows a steep power law. A small number of large channels command the majority of the audience.
| Top % of Channels | Channel Count | % of Subscribers | % of Views |
|---|---|---|---|
| Top 1% | 36 | 35.1% | 45.4% |
| Top 5% | 180 | 67.1% | 73.7% |
| Top 10% | 359 | 80.3% | 83.4% |
| Top 20% | 718 | 91% | 93.1% |
| Top 50% | 1794 | 98.5% | 98.7% |
Largest Channels
| Channel | Category | Subscribers |
|---|---|---|
| freeCodeCamp.org @freecodecamp | Web Development | 11.6M |
| CodeWithHarry @codewithharry | Web Development | 9.5M |
| 3Blue1Brown @3blue1brown | Data Science & ML | 8.2M |
| Apna College @apnacollegeofficial | Computer Science | 7.5M |
| Simplilearn @simplilearnofficial | Cybersecurity | 6.2M |
Methodology
This report is generated from the Developer Educators dataset, which continuously tracks developer education YouTube channels through automated discovery, enrichment, and analysis pipelines.
- Channel Discovery: Automated YouTube API search across 9 categories and 141 search queries, running Mon/Thu.
- Video Indexing: 132.2K videos fetched via YouTube Data API, updated Tue/Wed/Fri/Sat/Sun.
- Technology Detection: Video titles matched against 30+ technology patterns using regex.
- Sponsorship Data: SponsorBlock API + video content scanning for brand mentions.
- CreatorScore: Composite score (0-100) across 5 dimensions: Reach (30%), Engagement (25%), Activity (25%), Partnership (10%), Growth (10%).
- Period: Q1 2026 (2026-01-01 to 2026-03-31). Video analysis covers 15,387 videos published in this window.
Report generated on March 27, 2026. Re-run with npm run report for updated data.