---
title: "Geoffrey BOTIN (@gbotin)"
description: "Rank #1284 of 2502 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/gbotin
last-updated: 2026-10-26
---

# Geoffrey BOTIN (@gbotin)

Rank #1284 of 2502 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/gbotin

## Standing

- Rank: #1284 of 2502
- Tier: Button pusher
- Tokens: 9.28B all time
- Cost: $5556.28 API-equivalent
- Sessions: 2034
- Tracking: 2026-08-24 to 2026-10-26

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

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 3.0 | 3.1 | no | agents running at once |
| depth | 5.2M | 10.4M | no | tokens per session |
| output | 2.0 | 2.1 | no | agent PRs merged per week |
| sustain | 25 | 17 | yes | active days in the last 30 |
| cost | $152.68 | <= $315.60 | yes | USD per merged PR, lower is better |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-10-11
- **two-hands** (level 1 of 3) at 10, earned 2026-10-11
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-10-11

## Milestones

- sessions: 1.0K
- spend: 1.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 52
- Busiest day: 2026-10-21 at 943.0M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 5.67B | $2663.42 |
| claude | claude-opus-5 | 1.47B | $1354.37 |
| claude | claude-sonnet-5-5 | 1.04B | $325.19 |
| claude | claude-fable-5-1 | 423.8M | $925.13 |
| claude | claude-sonnet-5 | 395.4M | $146.52 |
| codex | gpt-6.1-sol | 118.4M | $26.58 |
| codex | gpt-6-sol | 70.9M | $19.63 |
| codex | gpt-6-astra | 26.3M | $43.94 |

## Token breakdown

- Uncached input: 11.0M
- Cached input: 8.91B
- Cache write 5m: 214.9M
- Cache write 1h: 97.1M
- Output: 49.8M
- Reasoning output: 23.3M

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