AI Efficiency Score

Name: AI Efficiency Score
Author: CostLens

costlens.devLLM eval & observability

AI Efficiency Score by CostLens is a web tool that analyzes public GitHub repositories to assess and score the efficiency of engineering teams using AI. It provides instant feedback based on PR metadata and is designed for team leads and managers.

Free

WebCloud-managed

Visit costlens.dev

Overview

5 features

GitHub repo analysis
Efficiency scoring
No sign-up required
PR metadata analysis
Instant results

AI capabilities

StructuredInference: Cloud API

Built with & integrations

Framework: nextjs
Hosting: vercel
Auth: clerk
Connectors: github
Runs on: BrowserCloud-managed

Trust & compliance

LicenseProprietary

Verified signals

HTTPS Privacy Policy Terms of Service Free tier

Legal

Recent events

Latest indexed changes and source events

IndexedJun 27, 11:44 PM
Show HN: AI Efficiency Score – paste any GitHub repo, get a score in seconds discovered by the PulseGate indexer
Source: PulseGate indexerOpen ↗

At a glance

Pricing: Free
Platforms: Api · Web
Languages: English
First seen: Mar 31, 2026
Activity: 🟢 Active
Status: 🟢 Active
Built for: engineering managers and team leads
Model: B2B
Solves: Measuring and benchmarking engineering team efficiency with AI using GitHub repository data.

Developer

CostLens

PulseGate index

Confidence: High · 94
Indexed: Jun 27, 2026
Lifecycle: Alive
Activity: Active
First seen: Mar 2026
Last seen: 2w ago
Freshness: Unknown

Identity audit (9)

Entity ID: cmqx0cfvh1ga0u8ctseifs4u5
Slug: show-hn-ai-efficiency-score-paste-any-github-repo-get-a-s-costlens-dev
Verification state: Indexed for public listing
Claim / listing state: Unclaimed · listed: yes
Index status: Included in index
Latest evidence snapshot: Jun 27, 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Last updated: Jun 27, 2026
Canonical URL: https://costlens.dev/score

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