---
title: "Gad Marconi (@gadmarconi)"
description: "Rank #33 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/gadmarconi
last-updated: 2026-10-26
---

# Gad Marconi (@gadmarconi)

Rank #33 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/gadmarconi

## Standing

- Rank: #33 of 2498
- Tier: Button pusher
- Tokens: 162.81B all time
- Cost: $185338.22 API-equivalent
- Sessions: 16200
- Tracking: 2026-07-31 to 2026-10-04

## Bio

> CTO @ Marengo

## Links

- X: https://x.com/gadmarconi
- Site: https://marengox.com

## 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 | 8.5 | 3.1 | yes | agents running at once |
| depth | 7.9M | 10.4M | no | tokens per session |
| sustain | 30 | 17 | yes | active days in the last 30 |
| cost | $65429.57 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-09-16
- **ship-it** (level 2 of 4) at 10, earned 2026-09-16
- **two-hands** (level 1 of 3) at 10, earned 2026-09-16
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-16

## Milestones

- sessions: 5.0K
- spend: 10.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 59
- Busiest day: 2026-09-25 at 11.37B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-fable-5-1 | 36.99B | $52920.26 |
| claude | claude-opus-5-5 | 29.99B | $24996.68 |
| codex | openai/gpt-6-astra | 28.18B | $44348.75 |
| claude | claude-opus-5 | 16.73B | $12433.82 |
| codex | gpt-6-astra | 7.88B | $15534.15 |
| claude | claude-fable-5 | 7.77B | $12093.65 |
| codex | anthropic/claude-opus-5-5 | 7.54B | $550.25 |
| claude | claude-sonnet-5-5 | 5.74B | $1786.97 |

## Token breakdown

- Uncached input: 3.28B
- Cached input: 152.94B
- Cache write 5m: 5.60B
- Cache write 1h: 79.4M
- Output: 907.7M
- Reasoning output: 415.2M

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