---
title: "Ethan Pippin (@pips)"
description: "Rank #748 of 2020 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/pips
last-updated: 2026-10-03
---

# Ethan Pippin (@pips)

Rank #748 of 2020 on the Superset leaderboard, tier 1.

URL: https://superset.sh/pips

## Standing

- Rank: #748 of 2020
- Tier: Button pusher
- Tokens: 12.11B all time
- Cost: $10656.95 API-equivalent
- Sessions: 1266
- Tracking: 2026-08-03 to 2026-10-03

## 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 | 8.9M | 10.4M | no | tokens per session |
| sustain | 29 | 17 | yes | active days in the last 30 |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-10-03
- **thirty** (level 1 of 3) at 30, earned 2026-10-03
- **two-hands** (level 1 of 3) at 10, earned 2026-10-03
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-10-03

## Milestones

- sessions: 1.0K
- spend: 10.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 58
- Busiest day: 2026-08-16 at 1.03B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-5.6-sol | 7.11B | $3993.51 |
| codex | gpt-6-astra | 4.42B | $6464.97 |
| claude | claude-opus-5-5 | 337.5M | $127.95 |
| codex | unknown | 107.9M | $1.48 |
| claude | claude-opus-5 | 69.4M | $54.42 |
| codex | gpt-5.3-codex-spark | 33.4M | $9.96 |
| codex | gpt-6-sol | 14.7M | $4.42 |
| codex | gpt-reserve | 10.5M | $0.16 |

## Token breakdown

- Uncached input: 315.2M
- Cached input: 11.74B
- Cache write 5m: 2.0M
- Cache write 1h: 4.2M
- Output: 45.6M
- Reasoning output: 18.6M

Published voluntarily by the account holder. Source: https://superset.sh/pips