---
title: "Ruben Edery (@rubio)"
description: "Rank #906 of 2498 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/rubio
last-updated: 2026-10-26
---

# Ruben Edery (@rubio)

Rank #906 of 2498 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/rubio

## Standing

- Rank: #906 of 2498
- Tier: Operator
- Tokens: 16.27B all time
- Cost: $13692.77 API-equivalent
- Sessions: 745
- Tracking: 2026-08-27 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 | 1.8 | 5.5 | no | agents running at once |
| depth | 16.5M | 23.3M | no | tokens per session |
| output | 10.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 28 | 24 | yes | active days in the last 30 |
| cost | $79.38 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 3 of 3) at $100, earned 2026-10-26
- **ship-it** (level 2 of 4) at 10, earned 2026-10-26
- **two-hands** (level 1 of 3) at 10, earned 2026-10-26
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-10-26

## Milestones

- sessions: 500
- spend: 10.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 56
- Busiest day: 2026-10-22 at 1.22B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 4.79B | $4394.37 |
| claude | claude-fable-5 | 3.67B | $4998.69 |
| claude | claude-opus-5-5 | 3.36B | $1469.34 |
| claude | claude-fable-5-1 | 1.86B | $1514.40 |
| claude | claude-opus-4-8 | 1.24B | $877.47 |
| claude | claude-sonnet-5-5 | 940.6M | $289.53 |
| claude | claude-sonnet-5 | 339.8M | $135.33 |
| claude | claude-haiku-5-5 | 63.2M | $13.39 |

## Token breakdown

- Uncached input: 250.1K
- Cached input: 15.77B
- Cache write 5m: 143.1M
- Cache write 1h: 312.5M
- Output: 44.2M
- Reasoning output: 12.9M

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