---
title: "Shing Wong (@quest)"
description: "Rank #1521 of 2501 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/quest
last-updated: 2026-10-26
---

# Shing Wong (@quest)

Rank #1521 of 2501 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/quest

## Standing

- Rank: #1521 of 2501
- Tier: Button pusher
- Tokens: 6.41B all time
- Cost: $5291.87 API-equivalent
- Sessions: 840
- Tracking: 2026-08-26 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 | 1.3 | 3.1 | no | agents running at once |
| depth | 5.1M | 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 | $313.65 | <= $315.60 | yes | USD per merged PR, lower is better |

## Achievements

- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-24

## Milestones

- sessions: 100
- spend: 1.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 43
- Busiest day: 2026-08-27 at 799.6M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 1.80B | $1292.54 |
| claude | claude-fable-5-1 | 1.61B | $1668.88 |
| claude | claude-opus-4-8 | 965.5M | $785.21 |
| claude | claude-opus-5-5 | 700.4M | $408.23 |
| claude | claude-sonnet-5 | 600.4M | $160.60 |
| claude | claude-fable-5 | 436.4M | $720.27 |
| claude | claude-opus-4-7 | 283.0M | $252.02 |
| claude | claude-haiku-4-5-20251001 | 8.9M | $1.76 |

## Token breakdown

- Uncached input: 195.2K
- Cached input: 6.20B
- Cache write 5m: 73.2M
- Cache write 1h: 116.1M
- Output: 17.9M
- Reasoning output: 6.8M

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