---
title: "I-Chiao Hsu (@i-chiao-hsu)"
description: "Rank #938 of 1136 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/i-chiao-hsu
last-updated: 2026-09-07
---

# I-Chiao Hsu (@i-chiao-hsu)

Rank #938 of 1136 on the Superset leaderboard, tier 1.

URL: https://superset.sh/i-chiao-hsu

## Standing

- Rank: #938 of 1136
- Tier: Button pusher
- Tokens: 937.9M all time
- Cost: $851.24 API-equivalent
- Sessions: 55
- Tracking: 2026-08-05 to 2026-09-04

## 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 | 18.1M | 10.4M | yes | tokens per session |
| sustain | 22 | 17 | yes | active days in the last 30 |

## Contributions

- Active days in the last year: 23
- Busiest day: 2026-08-21 at 128.2M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 833.2M | $780.98 |
| claude | claude-sonnet-5 | 90.5M | $56.75 |
| claude | claude-opus-4-6 | 14.2M | $13.50 |

## Token breakdown

- Uncached input: 6.8K
- Cached input: 895.7M
- Cache write 5m: 0
- Cache write 1h: 40.9M
- Output: 1.3M
- Reasoning output: 303.7K

Published voluntarily by the account holder. Source: https://superset.sh/i-chiao-hsu