---
title: "Vincentius Marco Melandri (@marcolcu)"
description: "Rank #631 of 1114 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/marcolcu
last-updated: 2026-09-07
---

# Vincentius Marco Melandri (@marcolcu)

Rank #631 of 1114 on the Superset leaderboard, tier 1.

URL: https://superset.sh/marcolcu

## Standing

- Rank: #631 of 1114
- Tier: Button pusher
- Tokens: 3.91B all time
- Cost: $1754.53 API-equivalent
- Sessions: 542
- Tracking: 2026-07-29 to 2026-08-27

## 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 3 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 3.1 | no | agents running at once |
| depth | 6.3M | 10.4M | no | tokens per session |
| sustain | 26 | 17 | yes | active days in the last 30 |

## Contributions

- Active days in the last year: 26
- Busiest day: 2026-08-04 at 410.8M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-sonnet-5 | 3.28B | $1385.91 |
| codex | gpt-5.6-sol | 227.4M | $179.63 |
| codex | gpt-5.4-mini | 178.2M | $45.28 |
| claude | claude-opus-4-8 | 125.6M | $91.68 |
| claude | claude-opus-5 | 45.5M | $36.71 |
| codex | gpt-5.5 | 25.4M | $5.84 |
| claude | claude-haiku-4-5-20251001 | 17.7M | $3.85 |
| codex | gpt-5.6-terra | 12.1M | $5.25 |

## Token breakdown

- Uncached input: 24.0M
- Cached input: 3.82B
- Cache write 5m: 14.1M
- Cache write 1h: 39.5M
- Output: 13.1M
- Reasoning output: 1.9M

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