---
title: "Rron Jakupi (@rronjakupi)"
description: "Rank #1829 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/rronjakupi
last-updated: 2026-10-26
---

# Rron Jakupi (@rronjakupi)

Rank #1829 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/rronjakupi

## Standing

- Rank: #1829 of 2498
- Tier: Button pusher
- Tokens: 3.71B all time
- Cost: $2833.37 API-equivalent
- Sessions: 148
- Tracking: 2026-08-10 to 2026-09-16

## How this tier was reached

Tier is a weighted score across the axes measured for you, so a strong axis offsets a weak one. Operator needs a higher combined score, and cost also caps the tier on its own.
Scored on 4 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 3.1 | no | agents running at once |
| depth | 14.7M | 10.4M | yes | tokens per session |
| sustain | 23 | 17 | yes | active days in the last 30 |
| cost | $2221.84 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-08

## Milestones

- sessions: 100
- spend: 1.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 29
- Busiest day: 2026-09-03 at 395.6M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 3.22B | $2393.69 |
| codex | gpt-5.6-sol | 287.1M | $166.00 |
| codex | gpt-6-astra | 158.8M | $229.13 |
| claude | claude-fable-5-1 | 23.9M | $43.95 |
| codex | gpt-5.6-luna | 21.8M | $0.60 |

## Token breakdown

- Uncached input: 14.6M
- Cached input: 3.62B
- Cache write 5m: 1.8M
- Cache write 1h: 64.8M
- Output: 8.7M
- Reasoning output: 2.6M

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