---
title: "Andy Grüning (@andygruening)"
description: "Rank #856 of 1114 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/andygruening
last-updated: 2026-09-07
---

# Andy Grüning (@andygruening)

Rank #856 of 1114 on the Superset leaderboard, tier 1.

URL: https://superset.sh/andygruening

## Standing

- Rank: #856 of 1114
- Tier: Button pusher
- Tokens: 1.35B all time
- Cost: $350.16 API-equivalent
- Sessions: 605
- Tracking: 2026-07-31 to 2026-09-06

## 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 5 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 2.0 | 3.1 | no | agents running at once |
| depth | 2.1M | 10.4M | no | tokens per session |
| output | 3.0 | 2.1 | yes | agent PRs merged per week |
| sustain | 26 | 17 | yes | active days in the last 30 |
| cost | $20.96 | <= $315.60 | yes | USD per merged PR, lower is better |

## Contributions

- Active days in the last year: 35
- Busiest day: 2026-08-30 at 146.4M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-5.5 | 1.30B | $320.43 |
| codex | codex-auto-review | 22.7M | $1.90 |
| codex | gpt-5.6-sol | 21.6M | $23.05 |
| codex | gpt-5.6-terra | 5.1M | $2.22 |
| claude | claude-sonnet-5 | 4.7M | $2.47 |
| codex | gpt-5.6-luna | 747.7K | $0.08 |

## Token breakdown

- Uncached input: 76.7M
- Cached input: 1.26B
- Cache write 5m: 180.7K
- Cache write 1h: 52.8K
- Output: 8.7M
- Reasoning output: 3.0M

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