Momentum + adoption

Technology ecosystem

What is gaining attention, what shows productive use and which technologies recur across multiple channels. Inventory volume stays secondary; recent movement comes first.

latest evidence: Aug 28, 2026
GitHub · 7d
5,304
-9% vs 7d ant.
npm + PyPI · 7d
1,058
-8% vs 7d ant.
HF
HF downloads · 30d
851.7M
sum across monitored models
HN
Hacker News · 30d
3,843
deduplicated stories

Movement by channel

The 7-day window compares recent observations with the prior 7 days; accumulated totals are context only.

GitHub
evidence: Aug 27, 2026
9%
5,304
7d
212.1K
inventory
npm
evidence: Aug 27, 2026
4%
578
7d
17.4K
inventory
PyPI
evidence: Aug 26, 2026
13%
480
7d
14.3K
inventory
Stack Overflow
evidence: Aug 27, 2026
14%
1,600
7d
42K
inventory

GitHub · 90-day recurrence

Repositories are ordered by recurrence in the window, not total stars. Stars are context only.

Package ecosystems

Ranking of the monitored snapshot; treat as presence signal, not market share.

npm

1esbuild1102815215.0
2typescript1063172981.0
3lodash711291373.0
4vite696754966.0
5react669873506.0
6eslint658793559.0
7prettier545675615.0
8express540562648.0
9axios502133370.0
10tailwindcss491771150.0

PyPI

1requests1804395908.0
2numpy1184395666.0
3pydantic1182510202.0
4click1157779879.0
5pytest1094590258.0
6pandas787519209.0
7aiohttp662441043.0
8fastapi606676290.0
9pillow563028256.0
10beautifulsoup4446153370.0

Hugging Face · observed use

Ordered by downloads over the last 30 days when available.

851.7M downloads/30d
1
sentence-transformers/all-MiniLM-L6-v2
sentence-similarity251M / 30d0 total
2
BAAI/bge-small-en-v1.5
feature-extraction69.1M / 30d0 total
3
sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
sentence-similarity52.9M / 30d0 total
4
BAAI/bge-m3
sentence-similarity36.1M / 30d0 total
5
sentence-transformers/all-mpnet-base-v2
sentence-similarity24.3M / 30d0 total
6
Qwen/Qwen3-0.6B
text-generation23.3M / 30d0 total
7
openai/clip-vit-base-patch32
zero-shot-image-classification20M / 30d0 total
8
BAAI/bge-reranker-v2-m3
text-classification18.1M / 30d0 total
9
Qwen/Qwen3-8B
text-generation14.1M / 30d0 total
10
BAAI/bge-large-en-v1.5
feature-extraction13.4M / 30d0 total

Hacker News · 30d

Stories deduplicated by URL/title. Editorial interest and discussion are not adoption.

Developer tools

Marketplace inventory: downloads and rating are adoption context, with no recent-window claim when the source lacks comparable vintage.

Python
vscode1.4B downloads4.2
Pylance
vscode1.4B downloads3.0
GitHub Copilot Chat
vscode728.4M downloads2.9
GitHub Copilot
vscode653.6M downloads4.1
Jupyter
vscode604.7M downloads2.6
C/C++
vscode602.9M downloads3.4
Claude Code for VS Code
vscode535M downloads3.7
GitLens — Git supercharged
vscode522.9M downloads3.4
Python Debugger
vscode468.2M downloads4.7

Global tech agenda

Full event explorer with filters, map and event names without semantic truncation.

How to read this: GitHub and Hacker News measure interest/attention; npm, PyPI, Hugging Face and marketplaces approximate adoption through different signals. Units are not summed into a universal score and are not treated as equivalent.