---
title: "Guillaume Sabran (@guig)"
description: "Rank #2432 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/guig
last-updated: 2026-10-26
---

# Guillaume Sabran (@guig)

Rank #2432 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/guig

## Standing

- Rank: #2432 of 2498
- Tier: Button pusher
- Tokens: 101.8M all time
- Cost: $89.39 API-equivalent
- Sessions: 92
- Tracking: 2026-08-31 to 2026-10-25

## 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 | 317.6K | 10.4M | no | tokens per session |
| sustain | 16 | 17 | no | active days in the last 30 |

## Milestones

- tokens: 10.0M

## Contributions

- Active days in the last year: 20
- Busiest day: 2026-10-01 at 49.3M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 53.2M | $27.76 |
| claude | claude-opus-5 | 45.2M | $55.11 |
| codex | gpt-6-astra | 1.8M | $4.60 |
| codex | gpt-5.6-terra | 1.4M | $0.70 |
| claude | claude-fable-5-1 | 112.4K | $1.21 |
| codex | gpt-6-luna | 83.1K | $0.00 |

## Token breakdown

- Uncached input: 486.9K
- Cached input: 96.0M
- Cache write 5m: 1.6M
- Cache write 1h: 3.0M
- Output: 679.3K
- Reasoning output: 189.8K

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