What tool do most creators use to code & ship?

GitHub is the most-adopted tool for this job among the creators we track: 45 tracked creators have an active usage record for it. 97% of its classified mentions are organic, meaning no sponsorship signal was found in them (mentions we cannot classify are excluded from that ratio). Adoption counts, not editorial opinion, order this list, and the receipts behind it are linked above.

What is the runner-up to GitHub, and when is it the better choice?

Codex is the runner-up with 25 active creators, against 45 for GitHub, in the same category. We do not editorialize the gap. What the data offers: 98% of Codex's classified mentions are organic, versus 97% for GitHub. Read the receipts on both tool pages and weigh the quotes yourself; that is what they are there for.

How is this ranking decided?

By counting creators, not opinions. Every mention we ingest carries a receipt: a source link, a timestamp or position, a verbatim quote of at most 120 characters, and a sponsorship classification (organic, sponsored or ambiguous). The list orders tools by how many tracked creators actively use each one; organic mentions weigh four times more than sponsored ones in scoring. Affiliate links on this page have no path into that computation. Full detail is on the methodology page.

How fresh is this data?

The scores behind this ranking are snapshotted weekly, and the data behind the current list was computed on 30 Jul 2026, the same date the stamp at the bottom of this page shows. After a recompute, the page refreshes within roughly ten to twenty minutes (two stacked 600-second caches). Recency also shapes the ranking itself: mention weight decays with a 14-day half-life, so current usage counts more than last year's.

Are these affiliate recommendations?

No. Some links on this page, marked with an arrow, are affiliate links, and if you buy through them we may earn a commission at no extra cost to you. That revenue has no path into the ranking: positions, trending scores and sponsorship labels are computed exclusively from creator-mention data. The full disclosure, in FTC wording and the German paragraph 5a UWG wording, sits on this page above the list.

Where do these creator mentions come from?

From public content by the creators we track: YouTube videos, podcast episodes, X posts and newsletters. When a tracked creator mentions a tool there, we ingest the mention together with its receipt: a source link, a timestamp or position, a quote of at most 120 characters, and a sponsorship classification. Rankings are computed exclusively from that mention data; money never changes them.

What do creators use to code and ship?

GitHub is the most-adopted tool for this among creators we track, used by 45 creators (97% of its mentions organic). This ranking counts real, receipt-backed creator usage — no editorial opinion, no paid placement.

Spans: 1 category · ranked by active tracked creators

Affiliate links · Werbung›

Affiliate disclosure: links marked with ↗ on this page are affiliate links. If you buy through them, we may earn a commission at no extra cost to you. This never influences rankings, trending scores or organic/sponsored labels — those are computed exclusively from creator-mention data.

Werbehinweis gemäß §5a UWG: Mit ↗ markierte Links auf dieser Seite sind Affiliate-Links (Werbung). Bei einem Kauf über diese Links erhalten wir eine Provision; für Sie entstehen keine Mehrkosten. Dies hat niemals Einfluss auf Rankings, Trend-Scores oder Organisch/Gesponsert-Kennzeichnungen — diese werden ausschließlich aus Creator-Erwähnungsdaten berechnet.

1
GitHubDeveloper Tools
Git hosting and collaboration platform for source code, issues, pull requests and CI.
45 active creators · 107 mentions · 97% organic · Free for public repos; paid team and enterprise plans
“how to seamlessly connect Google Colab and GitHub” — ProgrammingKnowledge2 source ↗
try GitHub receipts →
2
CodexDeveloper Tools
OpenAI's coding agent. It works on a repository, carries out tasks on its own and proposes the result as a pull request.
25 active creators · 56 mentions · 98% organic
“I show you the free open-source versions that replaced a big chunk of that bill — and exactly how to install each one in” — Vaibhav Sisinty source ↗
try Codex receipts →
3
CursorDeveloper Tools
AI-first code editor (a VS Code fork) with built-in chat, codebase-aware edits and agentic coding.
16 active creators · 35 mentions · 91% organic · Free tier; Pro ~$20/month
“Cursor 3.0 is here — and if you've never used it before, this is the only video you need.” — Tech With Tim source ↗
try Cursor receipts →
4
VS CodeDeveloper Tools
Free, extensible source-code editor by Microsoft with debugging, Git integration and a large extension marketplace.
13 active creators · 39 mentions · 100% organic · Free and open-source
“launch Jupyter Notebook, JupyterLab, Spyder, and VS Code” — ProgrammingKnowledge2 source ↗
try VS Code receipts →
5
CoderabbitDeveloper Tools
AI code-review assistant that posts line-by-line feedback and summaries on pull requests.
10 active creators · 17 mentions · 59% organic · Free for open source; paid from ~$15/dev/month
try Coderabbit receipts →
6
Hugging FaceDeveloper Tools
Hub for open models, datasets and demos, with libraries for pulling them into your own code.
9 active creators · 17 mentions · 100% organic
“Right now, the Hugging Face Hub hosts over half a million pre-trained AI models.” — ProgrammingKnowledge2 source ↗
try Hugging Face receipts →
7
PythonDeveloper Tools
Programming language with readable syntax, common in data work, AI and automation.
9 active creators · 24 mentions · 100% organic
“We will open our Python editor and utilize the official Hugging Face transformers library alongside the Qwen models.” — ProgrammingKnowledge2 source ↗
try Python receipts →
8
DockerDeveloper Tools
Packages an application with its dependencies into a container so it runs the same everywhere.
8 active creators · 11 mentions · 91% organic
try Docker receipts →
9
LovableDeveloper Tools
Turns a plain-language brief into a working web app, database and deployment included.
8 active creators · 8 mentions · 75% organic
“Most Lovable tutorials only show you how to build pretty landing pages. In this one, I show you how to connect a real ba” — Tech With Tim source ↗
try Lovable receipts →
10
ClerkDeveloper Tools
Drop-in authentication, user management and session handling for web and mobile apps.
6 active creators · 10 mentions · 70% organic · Free tier; paid from ~$25/month
try Clerk receipts →
11
SupabaseDeveloper Tools
Backend built on Postgres, with auth, storage, realtime and an API generated from the schema.
5 active creators · 7 mentions · 86% organic
“I scraped about 15,000 repos into Supabase and used pgvector to match your idea by meaning” — Coding with Lewis source ↗
try Supabase receipts →
12
Three.jsDeveloper Tools
JavaScript library for 3D graphics in the browser, built on WebGL.
5 active creators · 6 mentions · 100% organic
try Three.js receipts →
13
VercelDeveloper Tools
Hosting for web apps, with a preview deployment per pull request, a global edge network and tight Next.js support.
5 active creators · 5 mentions · 80% organic
“hosting: Vercel” — Rachel How source ↗
try Vercel receipts →
14
EmergentDeveloper Tools
AI agent that turns a description into a working application and ships it.
5 active creators · 6 mentions · 17% organic
try Emergent receipts →
15
SerpApiDeveloper Tools
API that returns search engine results as structured data, handling proxies and captchas.
5 active creators · 4 mentions · 25% organic
“Stop scraping manually and check out SerpApi now!” — bycloud source ↗
try SerpApi receipts →
16
AWSDeveloper Tools
Amazon's cloud, covering compute, storage, databases and the services around them.
4 active creators · 23 mentions · 100% organic
“So, first log in to your AWS console, then you have to search for the billing, okay?” — ProgrammingKnowledge2 source ↗
try AWS receipts →
17
ReplitDeveloper Tools
Browser development environment with collaborative editing and one-click deployment.
4 active creators · 8 mentions · 75% organic
try Replit receipts →
18
ChatGPT CodexDeveloper Tools
OpenAI's coding agent. It works on a repository, carries out tasks on its own and proposes the result as a pull request.
4 active creators · 7 mentions · 100% organic
“I walk through how I use ChatGPT Codex to get real work done on my computer.” — Skill Leap AI source ↗
try ChatGPT Codex receipts →
19
Google AI StudioDeveloper Tools
Google's workbench for the Gemini models: try prompts, tune parameters and copy out the matching API call.
4 active creators · 3 mentions · 100% organic
“turn those designs into real products with Google AI Studio” — Skill Leap AI source ↗
try Google AI Studio receipts →
20
BunDeveloper Tools
Fast JavaScript runtime with a package manager, bundler and test runner built in.
4 active creators · 4 mentions · 100% organic
try Bun receipts →
21
ReactDeveloper Tools
Library for building user interfaces out of components, made at Meta.
4 active creators · 5 mentions · 100% organic
try React receipts →
22
TailscaleDeveloper Tools
Builds a private network between your own machines without port forwarding or a classic VPN server.
4 active creators · 4 mentions · 75% organic
try Tailscale receipts →
23
OpenAI CodexDeveloper Tools
OpenAI's coding agent. It works on a repository, carries out tasks on its own and proposes the result as a pull request.
4 active creators · 4 mentions · 100% organic
try OpenAI Codex receipts →
24
LambdaDeveloper Tools
Rents GPU capacity for training and serving AI models.
3 active creators · 12 mentions · 100% organic
try Lambda receipts →

FAQ

What tool do most creators use to code & ship?: GitHub is the most-adopted tool for this job among the creators we track: 45 tracked creators have an active usage record for it. 97% of its classified mentions are organic, meaning no sponsorship signal was found in them (mentions we cannot classify are excluded from that ratio). Adoption counts, not editorial opinion, order this list, and the receipts behind it are linked above.
What is the runner-up to GitHub, and when is it the better choice?: Codex is the runner-up with 25 active creators, against 45 for GitHub, in the same category. We do not editorialize the gap. What the data offers: 98% of Codex's classified mentions are organic, versus 97% for GitHub. Read the receipts on both tool pages and weigh the quotes yourself; that is what they are there for.
How is this ranking decided?: By counting creators, not opinions. Every mention we ingest carries a receipt: a source link, a timestamp or position, a verbatim quote of at most 120 characters, and a sponsorship classification (organic, sponsored or ambiguous). The list orders tools by how many tracked creators actively use each one; organic mentions weigh four times more than sponsored ones in scoring. Affiliate links on this page have no path into that computation. Full detail is on the methodology page.
How fresh is this data?: The scores behind this ranking are snapshotted weekly, and the data behind the current list was computed on 30 Jul 2026, the same date the stamp at the bottom of this page shows. After a recompute, the page refreshes within roughly ten to twenty minutes (two stacked 600-second caches). Recency also shapes the ranking itself: mention weight decays with a 14-day half-life, so current usage counts more than last year's.
Are these affiliate recommendations?: No. Some links on this page, marked with an arrow, are affiliate links, and if you buy through them we may earn a commission at no extra cost to you. That revenue has no path into the ranking: positions, trending scores and sponsorship labels are computed exclusively from creator-mention data. The full disclosure, in FTC wording and the German paragraph 5a UWG wording, sits on this page above the list.
Where do these creator mentions come from?: From public content by the creators we track: YouTube videos, podcast episodes, X posts and newsletters. When a tracked creator mentions a tool there, we ingest the mention together with its receipt: a source link, a timestamp or position, a quote of at most 120 characters, and a sponsorship classification. Rankings are computed exclusively from that mention data; money never changes them.

data updated 30 Jul 2026