---
title: "Fluss Cop (@giugno)"
description: "Rank #1971 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/giugno
last-updated: 2026-10-26
---

# Fluss Cop (@giugno)

Rank #1971 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/giugno

## Standing

- Rank: #1971 of 2498
- Tier: Button pusher
- Tokens: 2.65B all time
- Cost: $3230.75 API-equivalent
- Sessions: 385
- Tracking: 2026-08-31 to 2026-10-23

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

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 3.1 | no | agents running at once |
| depth | 3.6M | 10.4M | no | tokens per session |
| sustain | 23 | 17 | yes | active days in the last 30 |
| cost | $526.21 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **ship-it** (level 1 of 4) at 1, earned 2026-09-23
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-23

## Milestones

- sessions: 100
- spend: 1.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 40
- Busiest day: 2026-09-27 at 266.8M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-6-astra | 1.89B | $2796.99 |
| claude | claude-opus-5-5 | 361.2M | $226.05 |
| codex | gpt-5.6-sol | 322.4M | $190.11 |
| codex | gpt-6.1-sol | 71.8M | $13.95 |
| claude | claude-opus-4-8 | 3.0M | $3.39 |
| codex | gpt-5.6-luna | 1.5M | $0.14 |
| codex | codex-auto-review | 1.3M | $0.05 |
| claude | claude-haiku-4-5-20251001 | 85.2K | $0.08 |

## Token breakdown

- Uncached input: 68.3M
- Cached input: 2.57B
- Cache write 5m: 1.6M
- Cache write 1h: 2.7M
- Output: 10.9M
- Reasoning output: 3.4M

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