---
title: "Sergio Khoury (@sergio-khoury)"
description: "Rank #207 of 2505 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/sergio-khoury
last-updated: 2026-10-26
---

# Sergio Khoury (@sergio-khoury)

Rank #207 of 2505 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/sergio-khoury

## Standing

- Rank: #207 of 2505
- Tier: Operator
- Tokens: 66.01B all time
- Cost: $28730.04 API-equivalent
- Sessions: 5420
- Tracking: 2026-08-15 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 | 4.0 | 5.5 | no | agents running at once |
| depth | 12.7M | 23.3M | no | tokens per session |
| output | 12.5 | 6.0 | yes | agent PRs merged per week |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $208.11 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-07

## Milestones

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

## Contributions

- Active days in the last year: 72
- Busiest day: 2026-10-20 at 7.35B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 28.13B | $12346.15 |
| claude | claude-sonnet-5-5 | 7.12B | $2457.01 |
| claude | claude-sonnet-5 | 6.58B | $1936.58 |
| codex | gpt-5.6-sol | 6.51B | $3262.64 |
| codex | gpt-6.1-sol | 5.54B | $1149.95 |
| claude | claude-opus-5 | 5.29B | $3716.63 |
| codex | gpt-6-astra | 2.57B | $3256.22 |
| codex | gpt-6-luna | 1.26B | $34.89 |

## Token breakdown

- Uncached input: 436.1M
- Cached input: 64.58B
- Cache write 5m: 500.1M
- Cache write 1h: 269.8M
- Output: 225.8M
- Reasoning output: 76.8M

Published voluntarily by the account holder. Source: https://paradev.com/sergio-khoury