---
title: "Guilherme Ribas (@guilherme-ribas)"
description: "Rank #847 of 1136 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/guilherme-ribas
last-updated: 2026-09-07
---

# Guilherme Ribas (@guilherme-ribas)

Rank #847 of 1136 on the Superset leaderboard, tier 1.

URL: https://superset.sh/guilherme-ribas

## Standing

- Rank: #847 of 1136
- Tier: Button pusher
- Tokens: 1.59B all time
- Cost: $2394.57 API-equivalent
- Sessions: 262
- Tracking: 2026-08-03 to 2026-09-04

## 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 | 1.0 | 3.1 | no | agents running at once |
| depth | 4.6M | 10.4M | no | tokens per session |
| sustain | 23 | 17 | yes | active days in the last 30 |
| cost | $769.43 | <= $315.60 | no | USD per merged PR, lower is better |

## Contributions

- Active days in the last year: 24
- Busiest day: 2026-08-27 at 375.1M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 1.00B | $1215.40 |
| claude | claude-sonnet-5 | 331.2M | $566.57 |
| claude | claude-fable-5 | 158.9M | $530.14 |
| codex | gpt-5.6-sol | 44.9M | $42.32 |
| cursor | cursor-grok-4.6-high | 32.4M | $22.48 |
| claude | claude-haiku-4-5-20251001 | 9.1M | $3.16 |
| cursor | claude-sonnet-5-high | 3.6M | $2.26 |
| codex | gpt-5.6-terra | 2.4M | $1.25 |

## Token breakdown

- Uncached input: 20.3M
- Cached input: 1.38B
- Cache write 5m: 68.5M
- Cache write 1h: 108.8M
- Output: 9.1M
- Reasoning output: 3.8M

Published voluntarily by the account holder. Source: https://superset.sh/guilherme-ribas