---
title: "Samuel Quibel (@samuel-quibel)"
description: "Rank #2120 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/samuel-quibel
last-updated: 2026-10-26
---

# Samuel Quibel (@samuel-quibel)

Rank #2120 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/samuel-quibel

## Standing

- Rank: #2120 of 2498
- Tier: Button pusher
- Tokens: 1.57B all time
- Cost: $993.88 API-equivalent
- Sessions: 387
- Tracking: 2026-08-03 to 2026-09-24

## 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 | 2.0 | 3.1 | no | agents running at once |
| depth | 3.7M | 10.4M | no | tokens per session |
| output | 1.0 | 2.1 | no | agent PRs merged per week |
| sustain | 22 | 17 | yes | active days in the last 30 |
| cost | $246.19 | <= $315.60 | yes | USD per merged PR, lower is better |

## Achievements

- **ship-it** (level 1 of 4) at 1, earned 2026-09-07

## Milestones

- sessions: 100
- spend: 100
- tokens: 100.0M

## Contributions

- Active days in the last year: 27
- Busiest day: 2026-09-02 at 180.5M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-5.6-sol | 554.6M | $378.53 |
| cursor | cursor-grok-4.6-high | 368.1M | $234.13 |
| codex | gpt-6-sol | 200.8M | $5.85 |
| cursor | grok-bot-default | 97.5M | $141.18 |
| cursor | cursor-grok-4.6-high-fast | 83.7M | $113.48 |
| codex | anthropic/claude-opus-5 | 81.2M | $4.41 |
| cursor | cursor-grok-4.6-medium | 61.8M | $39.53 |
| codex | gpt-5.6-terra | 50.5M | $16.44 |

## Token breakdown

- Uncached input: 87.5M
- Cached input: 1.46B
- Cache write 5m: 7.4M
- Cache write 1h: 468.2K
- Output: 9.1M
- Reasoning output: 1.4M

Published voluntarily by the account holder. Source: https://paradev.com/samuel-quibel