---
title: "Endrit Beka (@endi)"
description: "Rank #1066 of 2498 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/endi
last-updated: 2026-10-26
---

# Endrit Beka (@endi)

Rank #1066 of 2498 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/endi

## Standing

- Rank: #1066 of 2498
- Tier: Operator
- Tokens: 13.16B all time
- Cost: $11034.34 API-equivalent
- Sessions: 694
- Tracking: 2026-07-29 to 2026-10-26

## How this tier was reached

Tier is a weighted score across the axes measured for you, so a strong axis offsets a weak one. Plant Manager needs a higher combined score, and cost also caps the tier on its own.
Scored on 5 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 5.5 | no | agents running at once |
| depth | 11.6M | 23.3M | no | tokens per session |
| output | 29.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 27 | 24 | yes | active days in the last 30 |
| cost | $34.53 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 3 of 3) at $100, earned 2026-10-16
- **ship-it** (level 2 of 4) at 10, earned 2026-10-16
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-10-16

## Milestones

- sessions: 500
- spend: 1.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 72
- Busiest day: 2026-09-23 at 854.1M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 4.65B | $3243.78 |
| claude | claude-opus-5-5 | 4.19B | $1665.59 |
| claude | claude-fable-5-1 | 1.96B | $2651.78 |
| claude | claude-fable-5 | 1.78B | $2928.94 |
| codex | gpt-6-astra | 332.7M | $463.32 |
| codex | gpt-6.1-sol | 156.2M | $34.00 |
| claude | claude-opus-4-8 | 32.8M | $31.47 |
| codex | gpt-6-luna | 21.7M | $0.31 |

## Token breakdown

- Uncached input: 14.5M
- Cached input: 12.79B
- Cache write 5m: 95.5M
- Cache write 1h: 232.3M
- Output: 34.4M
- Reasoning output: 12.1M

Published voluntarily by the account holder. Source: https://paradev.com/endi