---
title: "Victor Gallipoli (@inkognito1123)"
description: "Rank #374 of 2498 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/inkognito1123
last-updated: 2026-10-26
---

# Victor Gallipoli (@inkognito1123)

Rank #374 of 2498 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/inkognito1123

## Standing

- Rank: #374 of 2498
- Tier: Operator
- Tokens: 42.92B all time
- Cost: $20823.65 API-equivalent
- Sessions: 4587
- Tracking: 2026-07-30 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. Plant Manager 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 | 4.3 | 5.5 | no | agents running at once |
| depth | 14.3M | 23.3M | no | tokens per session |
| output | 9.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 28 | 24 | yes | active days in the last 30 |
| cost | $226.81 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

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

## Milestones

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

## Contributions

- Active days in the last year: 64
- Busiest day: 2026-10-22 at 4.38B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 36.01B | $14057.26 |
| claude | claude-opus-5 | 4.20B | $3640.35 |
| claude | claude-fable-5-1 | 1.09B | $1533.41 |
| claude | claude-fable-5 | 435.9M | $1017.41 |
| claude | claude-sonnet-5-5 | 379.8M | $131.77 |
| claude | claude-opus-4-8 | 323.5M | $254.63 |
| claude | claude-sonnet-5 | 288.6M | $109.77 |
| codex | gpt-6.1-sol | 146.1M | $42.88 |

## Token breakdown

- Uncached input: 8.3M
- Cached input: 41.73B
- Cache write 5m: 677.3M
- Cache write 1h: 336.6M
- Output: 166.9M
- Reasoning output: 79.1M

Published voluntarily by the account holder. Source: https://paradev.com/inkognito1123