---
title: "Fabian Fitzner (@aggromonkey)"
description: "Rank #316 of 2504 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/aggromonkey
last-updated: 2026-10-26
---

# Fabian Fitzner (@aggromonkey)

Rank #316 of 2504 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/aggromonkey

## Standing

- Rank: #316 of 2504
- Tier: Button pusher
- Tokens: 49.88B all time
- Cost: $32170.92 API-equivalent
- Sessions: 2874
- Tracking: 2026-07-29 to 2026-10-26

## 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 | 22.6M | 10.4M | yes | tokens per session |
| sustain | 30 | 17 | yes | active days in the last 30 |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-09-29
- **thirty** (level 1 of 3) at 30, earned 2026-09-29
- **two-hands** (level 2 of 3) at 30, earned 2026-09-29
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-29

## Milestones

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

## Contributions

- Active days in the last year: 89
- Busiest day: 2026-09-25 at 2.35B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 11.92B | $9514.35 |
| claude | claude-opus-5-5 | 10.77B | $4172.82 |
| codex | gpt-6-astra | 7.07B | $8605.31 |
| codex | gpt-6.1-sol | 6.65B | $1190.45 |
| codex | gpt-5.6-sol | 4.68B | $2546.69 |
| claude | claude-sonnet-5 | 2.79B | $1044.26 |
| claude | claude-fable-5 | 1.75B | $3074.26 |
| claude | claude-fable-5-1 | 1.13B | $1250.18 |

## Token breakdown

- Uncached input: 336.4M
- Cached input: 48.66B
- Cache write 5m: 172.4M
- Cache write 1h: 581.0M
- Output: 122.3M
- Reasoning output: 41.8M

Published voluntarily by the account holder. Source: https://paradev.com/aggromonkey