---
title: "HuangQiang11 (@huangqiang11)"
description: "Rank #1603 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/huangqiang11
last-updated: 2026-10-26
---

# HuangQiang11 (@huangqiang11)

Rank #1603 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/huangqiang11

## Standing

- Rank: #1603 of 2498
- Tier: Button pusher
- Tokens: 5.58B all time
- Cost: $2606.81 API-equivalent
- Sessions: 770
- Tracking: 2026-08-03 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 3 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 3.1 | no | agents running at once |
| depth | 13.2M | 10.4M | yes | tokens per session |
| sustain | 17 | 17 | yes | active days in the last 30 |

## Achievements

- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-07

## Milestones

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

## Contributions

- Active days in the last year: 61
- Busiest day: 2026-08-07 at 503.8M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-5.6-sol | 2.87B | $1942.85 |
| codex | gpt-5.6-luna | 1.04B | $89.63 |
| codex | gpt-6.1-sol | 532.9M | $111.79 |
| codex | gpt-5.5 | 508.1M | $217.58 |
| codex | gpt-6-sol | 505.8M | $126.22 |
| codex | gpt-6-astra | 56.8M | $88.21 |
| claude | deepseek/deepseek-v4-flash-0731 | 44.5M | $21.47 |
| claude | grok-4.7 | 6.3M | $2.18 |

## Token breakdown

- Uncached input: 625.1M
- Cached input: 4.93B
- Cache write 5m: 1.2M
- Cache write 1h: 0
- Output: 23.1M
- Reasoning output: 10.1M

Published voluntarily by the account holder. Source: https://paradev.com/huangqiang11