---
title: "Ming Hui 铭辉 (@ming-hui)"
description: "Rank #2468 of 2498 on the Paradev leaderboard, tier 0."
canonical: https://paradev.com/ming-hui
last-updated: 2026-10-26
---

# Ming Hui 铭辉 (@ming-hui)

Rank #2468 of 2498 on the Paradev leaderboard, tier 0.

URL: https://paradev.com/ming-hui

## Standing

- Rank: #2468 of 2498
- Tier: Unranked
- Tokens: 21.0M all time
- Cost: $20.83 API-equivalent
- Sessions: 10
- Tracking: 2026-08-18 to 2026-09-12

## How this tier was reached

Tier is a weighted score across the axes measured for you, so a strong axis offsets a weak one. Button pusher 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 | 0.0 | 3.1 | no | agents running at once |
| depth | 0 | 10.4M | no | tokens per session |
| sustain | 2 | 17 | no | active days in the last 30 |

## Milestones

- tokens: 10.0M

## Contributions

- Active days in the last year: 2
- Busiest day: 2026-08-18 at 12.5M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-sonnet-5 | 17.0M | $7.76 |
| claude | claude-opus-5 | 2.4M | $4.33 |
| claude | claude-fable-5-1 | 1.6M | $8.74 |

## Token breakdown

- Uncached input: 624
- Cached input: 19.4M
- Cache write 5m: 168.6K
- Cache write 1h: 1.2M
- Output: 228.5K
- Reasoning output: 94.6K

Published voluntarily by the account holder. Source: https://paradev.com/ming-hui