---
title: "Gad Marconi (@gadmarconi)"
description: "Rank #39 of 1131 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/gadmarconi
last-updated: 2026-09-07
---

# Gad Marconi (@gadmarconi)

Rank #39 of 1131 on the Superset leaderboard, tier 1.

URL: https://superset.sh/gadmarconi

## Standing

- Rank: #39 of 1131
- Tier: Button pusher
- Tokens: 51.22B all time
- Cost: $65379.34 API-equivalent
- Sessions: 5599
- Tracking: 2026-07-31 to 2026-09-05

## 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 | 3.5 | 3.1 | yes | agents running at once |
| depth | 8.4M | 10.4M | no | tokens per session |
| sustain | 23 | 17 | yes | active days in the last 30 |
| cost | $5822.65 | <= $315.60 | no | USD per merged PR, lower is better |

## Contributions

- Active days in the last year: 30
- Busiest day: 2026-09-04 at 6.41B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 16.15B | $12028.16 |
| claude | claude-fable-5-1 | 14.97B | $23011.65 |
| claude | claude-fable-5 | 7.76B | $12074.21 |
| codex | gpt-6-astra | 6.37B | $13532.59 |
| codex | gpt-5.6-sol | 5.04B | $4227.61 |
| claude | claude-sonnet-5 | 829.4M | $428.33 |
| claude | claude-opus-4-8 | 71.4M | $59.03 |
| pi | gpt-5.6-sol | 16.5M | $16.15 |

## Token breakdown

- Uncached input: 488.0M
- Cached input: 48.51B
- Cache write 5m: 1.91B
- Cache write 1h: 5.6M
- Output: 306.2M
- Reasoning output: 114.9M

Published voluntarily by the account holder. Source: https://superset.sh/gadmarconi