---
title: "Pengtao Huang (@pengtao-huang)"
description: "Rank #5 of 1517 on the Superset leaderboard, tier 3."
canonical: https://superset.sh/pengtao-huang
last-updated: 2026-09-15
---

# Pengtao Huang (@pengtao-huang)

Rank #5 of 1517 on the Superset leaderboard, tier 3.

URL: https://superset.sh/pengtao-huang

## Standing

- Rank: #5 of 1517
- Tier: Plant Manager
- Tokens: 153.33B all time
- Cost: $43991.04 API-equivalent
- Sessions: 9549
- Tracking: 2026-08-07 to 2026-09-15

## 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 | 5.5 | 6.2 | no | agents running at once |
| depth | 19.7M | 27.9M | no | tokens per session |
| sustain | 30 | 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: 40
- Busiest day: 2026-08-16 at 12.84B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | deepseek-v4-flash | 112.23B | $11467.99 |
| claude | claude-opus-5 | 29.66B | $21050.90 |
| claude | claude-fable-5 | 4.70B | $6986.86 |
| claude | claude-fable-5-1 | 2.75B | $2841.24 |
| claude | claude-sonnet-5 | 1.84B | $792.42 |
| codex | gpt-5.6-sol | 863.5M | $579.60 |
| claude | deepseek-flash | 637.1M | $78.03 |
| pi | deepseek-v4-flash | 415.1M | $10.09 |

## Token breakdown

- Uncached input: 933.5M
- Cached input: 151.06B
- Cache write 5m: 254.8M
- Cache write 1h: 485.9M
- Output: 603.2M
- Reasoning output: 35.1M

Published voluntarily by the account holder. Source: https://superset.sh/pengtao-huang