---
title: "Norman Zuo (@norman-zuo)"
description: "Rank #954 of 1439 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/norman-zuo
last-updated: 2026-09-12
---

# Norman Zuo (@norman-zuo)

Rank #954 of 1439 on the Superset leaderboard, tier 1.

URL: https://superset.sh/norman-zuo

## Standing

- Rank: #954 of 1439
- Tier: Button pusher
- Tokens: 2.66B all time
- Cost: $3392.22 API-equivalent
- Sessions: 442
- Tracking: 2026-08-14 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. Operator needs a higher combined score, and cost also caps the tier on its own.
Scored on 4 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 3.1 | no | agents running at once |
| depth | 4.2M | 10.4M | no | tokens per session |
| sustain | 25 | 17 | yes | active days in the last 30 |
| cost | $678.44 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 1 of 3) at $750, earned 2026-09-12
- **ship-it** (level 1 of 4) at 1, earned 2026-09-12
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-12

## Milestones

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

## Contributions

- Active days in the last year: 25
- Busiest day: 2026-08-29 at 366.9M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 1.55B | $1378.01 |
| claude | claude-fable-5 | 826.4M | $1751.18 |
| claude | claude-fable-5-1 | 197.7M | $186.25 |
| codex | gpt-5.6-sol | 63.1M | $30.78 |
| claude | claude-opus-4-8 | 10.9M | $23.75 |
| codex | gpt-6-astra | 10.9M | $20.08 |
| claude | claude-haiku-4-5-20251001 | 1.2M | $1.51 |
| claude | claude-sonnet-5 | 306.5K | $0.66 |

## Token breakdown

- Uncached input: 1.7M
- Cached input: 2.55B
- Cache write 5m: 4.2M
- Cache write 1h: 96.5M
- Output: 9.1M
- Reasoning output: 3.7M

Published voluntarily by the account holder. Source: https://superset.sh/norman-zuo