---
title: "Pengtao Huang (@pengtao-huang)"
description: "Rank #15 of 2498 on the Paradev leaderboard, tier 4."
canonical: https://paradev.com/pengtao-huang
last-updated: 2026-10-26
---

# Pengtao Huang (@pengtao-huang)

Rank #15 of 2498 on the Paradev leaderboard, tier 4.

URL: https://paradev.com/pengtao-huang

## Standing

- Rank: #15 of 2498
- Tier: Henry Ford
- Tokens: 254.35B all time
- Cost: $96847.65 API-equivalent
- Sessions: 12836
- Tracking: 2026-08-07 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. Henry Ford 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 | 6.0 | 6.2 | yes | agents running at once |
| depth | 34.1M | 27.9M | yes | tokens per session |
| sustain | 27 | 26 | yes | active days in the last 30 |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-09-07
- **thirty** (level 1 of 3) at 30, earned 2026-09-07
- **two-hands** (level 1 of 3) at 10, earned 2026-09-07
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-07

## Milestones

- sessions: 5.0K
- spend: 10.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 78
- Busiest day: 2026-08-16 at 12.84B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | deepseek-v4-flash | 112.23B | $11468.03 |
| claude | claude-opus-5-5 | 63.21B | $34571.43 |
| claude | claude-opus-5 | 42.07B | $29549.73 |
| claude | claude-sonnet-5-5 | 8.71B | $2629.15 |
| claude | claude-fable-5-1 | 6.85B | $5176.06 |
| claude | claude-fable-5 | 4.70B | $6986.86 |
| claude | deepseek-v4.1-flash | 4.34B | $1952.98 |
| claude | claude-sonnet-5 | 3.48B | $1220.68 |

## Token breakdown

- Uncached input: 3.61B
- Cached input: 247.03B
- Cache write 5m: 1.48B
- Cache write 1h: 1.33B
- Output: 890.3M
- Reasoning output: 136.5M

Published voluntarily by the account holder. Source: https://paradev.com/pengtao-huang