---
title: "MariusCode (@marius)"
description: "Rank #654 of 2501 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/marius
last-updated: 2026-10-26
---

# MariusCode (@marius)

Rank #654 of 2501 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/marius

## Standing

- Rank: #654 of 2501
- Tier: Button pusher
- Tokens: 24.17B all time
- Cost: $14813.53 API-equivalent
- Sessions: 2785
- Tracking: 2026-07-29 to 2026-10-26

## Links

- Site: https://mariuscode.com

## 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 | 2.8 | 3.1 | no | agents running at once |
| depth | 8.2M | 10.4M | no | tokens per session |
| output | 2.0 | 2.1 | no | agent PRs merged per week |
| sustain | 30 | 17 | yes | active days in the last 30 |
| cost | $1110.94 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **thirty** (level 1 of 3) at 30, earned 2026-10-01
- **two-hands** (level 1 of 3) at 10, earned 2026-10-01
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-10-01

## Milestones

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

## Contributions

- Active days in the last year: 77
- Busiest day: 2026-10-06 at 1.62B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 12.24B | $5502.35 |
| claude | claude-opus-5 | 11.23B | $8691.23 |
| claude | claude-opus-4-8 | 533.8M | $457.85 |
| claude | claude-opus-4-7 | 82.8M | $137.14 |
| claude | claude-sonnet-5 | 31.2M | $13.98 |
| codex | gpt-6-luna | 23.3M | $0.35 |
| claude | claude-haiku-4-5-20251001 | 18.6M | $3.23 |
| claude | claude-sonnet-5-5 | 12.4M | $6.11 |

## Token breakdown

- Uncached input: 1.5M
- Cached input: 23.38B
- Cache write 5m: 383.3M
- Cache write 1h: 348.9M
- Output: 63.0M
- Reasoning output: 13.9M

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