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On-chain developer activity · live

Web3 developer analytics,
measured in public.

Contribution, attention, and retention signals across every major Web3 ecosystem. Build grant memos from real commits; read leaderboards without squinting. Methodology stays visible.

web3 developer analytics · live
Web3insight

Discover, analyze, and connect with Web3 developers. Powered by GitHub data and on-chain activity for ecosystem growth.

rev · 0001
sheet 01/04
query · nl01
web3insight · nl-query>_
// ask anything. AI-powered.
> query("top contributors of ethereum")
// filter window, then rank
> since "30d" | rank by.commits
core · devs02
core developers

src: opendigger · 30d

ecosystems03
ecosystems

live · indexed

contributors · global04
eco contributors

0 repositories indexed

Global Contributor Distribution

Tracking 604,791 contributors

Top Contributors

Share of total tracked

Top 10

Ecosystem analytics

The major Web3 ecosystems ranked by contributor density and repository volume.

ranking · ecosystems06
top ecosystems
#
Ecosystem
Devs
Contributors
New
Repos
001Ethereum16,843520,2246,241193,339
002Solana5,926160,6993,40983,731
003Bitcoin4,228184,7472,65628,864
004Base2,96758,3761,89414,692
005Polygon2,59598,2142,33137,114
006Arbitrum2,32658,3291,14116,143
007Stacks2,15116,68230510,431
008Cosmos Network2,00299,28979119,681
011Polkadot Network1,65462,69852519,583
012Sui1,64543,5449259,235

Weekly star growth

Repositories gaining the most stars over the last 7 days — the attention leaderboard.

weekly · momentum
Weekly Star Momentum

Top repositories by 7-day star growth

Showing top 10
001
exo-explore/exo

Run frontier AI locally.

+24
41,158 stars · 2,794 forks · 134 open issues
002
OpenBB-finance/OpenBB

Financial data platform for analysts, quants and AI agents.

+21
59,919 stars · 5,842 forks · 52 open issues
003
OpenListTeam/OpenList

A new AList Fork to Anti Trust Crisis

+16
20,545 stars · 1,726 forks · 200 open issues
004
bitcoin/bitcoin

Bitcoin Core integration/staging tree

+12
87,989 stars · 38,858 forks · 738 open issues
005
freqtrade/freqtrade

Free, open source crypto trading bot

+11
46,560 stars · 9,726 forks · 39 open issues
006
Polymarket/agents

Trade autonomously on Polymarket using AI Agents

+11
2,043 stars · 540 forks · 163 open issues
007
getumbrel/umbrel

A beautiful home server OS for self-hosting with an app store. Buy a pre-built Umbrel Home with umbrelOS, or install on a Raspberry Pi or any x86 system.

+10
10,436 stars · 695 forks · 377 open issues
008
ccxt/ccxt

A cryptocurrency trading API with more than 100 exchanges in JavaScript / TypeScript / Python / C# / PHP / Go

+9
40,849 stars · 8,505 forks · 1,340 open issues
009
sentient-agi/ROMA

Recursive-Open-Meta-Agent v0.1 (Beta). A meta-agent framework to build high-performance multi-agent systems.

+8
4,943 stars · 774 forks · 17 open issues
010
brave/brave-browser

Brave browser for Android, iOS, Linux, macOS, Windows.

+6
21,323 stars · 2,962 forks · 10,348 open issues

Developer participation

Repositories with the most distinct active authors this week. The scale of collaboration, not just the size of the repo.

weekly · participation
Weekly Developer Participation

Repositories with the most active contributors in the past 7 days

Showing top 10
001
brave/brave-core

Core engine for the Brave browser for mobile and desktop. For issues https://github.com/brave/brave-browser/issues

34 devs
2,964 stars · 1,120 forks · 292 open issues
002
AztecProtocol/aztec-packages

No description provided.

30 devs
425 stars · 590 forks · 1,152 open issues
003
iotaledger/iota

Bringing the real world to Web3 with a scalable, decentralized and programmable DLT infrastructure.

27 devs
93 stars · 63 forks · 380 open issues
004
smartcontractkit/chainlink

node of the decentralized oracle network, bridging on and off-chain computation

26 devs
8,165 stars · 1,944 forks · 269 open issues
005
paritytech/polkadot-sdk

The Parity Polkadot Blockchain SDK

24 devs
2,679 stars · 1,124 forks · 2,221 open issues
006
dfinity/ic

Internet Computer blockchain source: the client/replica software run by nodes

24 devs
1,729 stars · 376 forks · 365 open issues
007
hiero-ledger/hiero-consensus-node

Crypto, token, consensus, file, and smart contract services for a Hiero based network

24 devs
376 stars · 192 forks · 1,362 open issues
008
MystenLabs/sui

Sui, a next-generation smart contract platform with high throughput, low latency, and an asset-oriented programming model powered by the Move programming language

23 devs
7,596 stars · 11,719 forks · 915 open issues
009
trezor/trezor-suite

Trezor Suite Monorepo

23 devs
950 stars · 339 forks · 1,156 open issues
010
MetaMask/core

This monorepo is a collection of packages used across multiple MetaMask clients

23 devs
387 stars · 274 forks · 529 open issues

Repository activity

Top repositories by sustained developer engagement and contribution volume.

ranking · repos
top repositories
#
Repository
Stars
Forks
Issues
001bitcoin/bitcoin87,98938,858738
002base/node68,7843,25499
003FuelLabs/sway61,9675,432886
004OpenBB-finance/OpenBB59,9195,84252
005FuelLabs/fuel-core57,3792,860181
006ethereum/go-ethereum50,78621,774380
007slab/quill46,8193,617625
008freqtrade/freqtrade46,5609,72639
009FuelLabs/fuels-rs43,4681,35969
010FuelLabs/fuels-ts43,4401,36770
Contributors

Top developer activity

The contributors carrying the most weight across tracked Web3 ecosystems, scored by sustained PR and commit signal.