Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Every Developer in the World, Ranked

Details

External ID
47356783
Source
HN
Company
—
Product
Every Developer in the World, Ranked
Website domain
coderank.me
Launched
March 12, 2026
Cohort
—
Upvotes
11
Upvotes percentile
0.6113161131611317
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

Description

We've indexed 5M+ GitHub users and built a ranking system that goes beyond follower counts. The idea started from frustration: GitHub is terrible for discovery. You can't answer "who are the best Python developers in Berlin?" or "who identified transformer-based models before they blew up?" without scraping everything yourself. So we did.What we built: CodeRank score - a composite reputation signal across contributions, repository impact, and community influence Tastemaker score - did you star repos at 50 stars that now have 50,000? We track that Comparison Builder - allows users to build comparison graphics to compare devs, repos, orgs, etc. Sharable Profile Graphics - share your scores and flex on your coworkers or the community at largeSome things we found interesting: Most-followed ≠ most influential. The correlation between follower count and tastemaker score is surprisingly weak. There's a whole tier of developers who consistently find projects weeks and months before they trend, with almost no public following.Location data on GitHub is a disaster. We spent an embarrassing amount of time on normalization and it's still not anywhere near perfect.Try it: https://coderank.me/If your profile doesn't have a score, signing in will trigger scoring for your account.Curious what the HN crowd thinks about the ranking methodology, happy to get into the weeds on any of it.

Enrichment

Theme
git and repository workflow tools
Vertical
Horizontal
Function
Analytics & BI
Audience
Developer
AI stance
Not AI
Project type
Commercial product
Normalized one-liner
developer ranking platform
Manually corrected
False

Could you build this?

Partial While the web directory and search UI are straightforward, scraping and continuously computing non-trivial ranking algorithms across 5M+ GitHub user profiles requires massive data ingestion and compute pipelines.

What it would actually take: A production version requires an ETL pipeline ingesting the GitHub public event stream (GH Archive) and REST/GraphQL APIs with token pools to bypass rate limits. It needs graph analytics (like PageRank or custom contribution weights) run on distributed processing frameworks (Spark or ClickHouse) over millions of repositories and developers. The UI would be built with Next.js querying indexed ElasticSearch/Postgres tables.

Discussion

7 comments analyzed.

Concerns raised: GitHub OAuth requests excessive permissions (write access to repos, settings, webhooks), Rankings only measure public code, missing private work and best projects, Follower counts as lagging indicator for developer influence

Feature requests: Option to request private commit permissions for more complete ranking data, Reduce granularity of permission scopes requested

Competitors

Other products that read as similar to this one — 155 launches clear the similarity bar, closest 8 shown.

Attention rank: #54 of 156 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 133 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.