---
title: "Mahmoud Fathy (@mahmoud-fathy)"
description: "Rank #1792 of 2498 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/mahmoud-fathy
last-updated: 2026-10-26
---

# Mahmoud Fathy (@mahmoud-fathy)

Rank #1792 of 2498 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/mahmoud-fathy

## Standing

- Rank: #1792 of 2498
- Tier: Operator
- Tokens: 3.99B all time
- Cost: $2946.57 API-equivalent
- Sessions: 461
- Tracking: 2026-08-30 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 | 8.7M | 23.3M | no | tokens per session |
| output | 14.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 21 | 24 | no | active days in the last 30 |
| cost | $24.97 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-09-28
- **ship-it** (level 1 of 4) at 1, earned 2026-09-28
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-28

## Milestones

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

## Contributions

- Active days in the last year: 38
- Busiest day: 2026-09-28 at 281.2M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 3.58B | $2570.56 |
| claude | claude-opus-5-5 | 160.8M | $76.84 |
| claude | claude-fable-5-1 | 113.0M | $123.42 |
| claude | claude-fable-5 | 92.1M | $152.47 |
| claude | claude-sonnet-5 | 19.0M | $6.49 |
| codex | gpt-5.6-sol | 16.2M | $10.48 |
| claude | claude-sonnet-5-5 | 2.9M | $2.16 |
| claude | claude-haiku-4-5-20251001 | 2.6M | $2.56 |

## Token breakdown

- Uncached input: 916.2K
- Cached input: 3.90B
- Cache write 5m: 14.1M
- Cache write 1h: 56.3M
- Output: 13.3M
- Reasoning output: 5.3M

Published voluntarily by the account holder. Source: https://paradev.com/mahmoud-fathy