---
title: "Andy Liu (@andy-liu)"
description: "Rank #286 of 1205 on the Superset leaderboard, tier 2."
canonical: https://superset.sh/andy-liu
last-updated: 2026-09-08
---

# Andy Liu (@andy-liu)

Rank #286 of 1205 on the Superset leaderboard, tier 2.

URL: https://superset.sh/andy-liu

## Standing

- Rank: #286 of 1205
- Tier: Operator
- Tokens: 12.86B all time
- Cost: $10391.36 API-equivalent
- Sessions: 868
- Tracking: 2026-07-30 to 2026-09-08

## How this tier was reached

Tier is a weighted score across the axes measured for you, so a strong axis offsets a weak one. Plant Manager 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 | 2.0 | 5.5 | no | agents running at once |
| depth | 18.8M | 23.3M | no | tokens per session |
| sustain | 24 | 24 | yes | active days in the last 30 |

## Achievements

- **plant-floor** (level 1 of 3) at 10, 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: 500
- spend: 1.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 32
- Busiest day: 2026-09-02 at 1.31B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 9.40B | $7633.54 |
| codex | gpt-5.6-sol | 2.20B | $1680.76 |
| claude | claude-sonnet-5 | 657.3M | $363.26 |
| claude | claude-fable-5-1 | 261.3M | $459.36 |
| codex | gpt-5.5 | 137.6M | $32.63 |
| claude | claude-fable-5 | 100.8M | $189.82 |
| claude | gpt-5.6-sol | 68.5M | $13.11 |
| claude | claude-haiku-4-5-20251001 | 13.8M | $4.33 |

## Token breakdown

- Uncached input: 81.2M
- Cached input: 12.45B
- Cache write 5m: 60.1M
- Cache write 1h: 221.6M
- Output: 48.8M
- Reasoning output: 12.2M

Published voluntarily by the account holder. Source: https://superset.sh/andy-liu