---
title: "Flug (@flug)"
description: "Rank #1862 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/flug
last-updated: 2026-10-26
---

# Flug (@flug)

Rank #1862 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/flug

## Standing

- Rank: #1862 of 2498
- Tier: Button pusher
- Tokens: 3.43B all time
- Cost: $4069.90 API-equivalent
- Sessions: 843
- Tracking: 2026-08-21 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 | 740.0K | 10.4M | no | tokens per session |
| sustain | 18 | 17 | yes | active days in the last 30 |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-10-26
- **two-hands** (level 1 of 3) at 10, earned 2026-10-26

## Milestones

- sessions: 500
- spend: 1.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 27
- Busiest day: 2026-09-07 at 486.4M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-6-astra | 2.46B | $3501.25 |
| codex | gpt-5.6-sol | 721.0M | $403.39 |
| claude | claude-opus-5-5 | 183.7M | $108.12 |
| claude | claude-sonnet-5 | 29.3M | $52.82 |
| codex | gpt-6.1-sol | 19.4M | $3.41 |
| opencode | qwen3.8:27b-mlx | 6.8M | $0.81 |
| codex | gpt-6-luna | 3.5M | $0.05 |
| codex | gpt-5.6-luna | 194.4K | $0.01 |

## Token breakdown

- Uncached input: 81.7M
- Cached input: 3.31B
- Cache write 5m: 0
- Cache write 1h: 17.3M
- Output: 15.3M
- Reasoning output: 5.7M

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