---
title: "Brian Le roux (@brianleroux77)"
description: "Rank #972 of 2501 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/brianleroux77
last-updated: 2026-10-26
---

# Brian Le roux (@brianleroux77)

Rank #972 of 2501 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/brianleroux77

## Standing

- Rank: #972 of 2501
- Tier: Operator
- Tokens: 14.80B all time
- Cost: $7616.79 API-equivalent
- Sessions: 761
- Tracking: 2026-09-22 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 | 1.0 | 5.5 | no | agents running at once |
| depth | 14.2M | 23.3M | no | tokens per session |
| output | 5.0 | 6.0 | no | agent PRs merged per week |
| sustain | 29 | 24 | yes | active days in the last 30 |
| cost | $68.34 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-10-03
- **ship-it** (level 2 of 4) at 10, earned 2026-10-03
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-10-03

## Milestones

- sessions: 100
- spend: 1.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 34
- Busiest day: 2026-09-26 at 3.33B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 7.84B | $2784.95 |
| claude | claude-opus-5 | 3.57B | $2524.38 |
| codex | gpt-5.6-sol | 999.5M | $533.13 |
| claude | claude-opus-4-8 | 955.1M | $759.56 |
| codex | gpt-6.1-sol | 503.4M | $114.20 |
| codex | gpt-6-astra | 461.8M | $698.04 |
| claude | claude-sonnet-5 | 275.4M | $79.12 |
| codex | gpt-6-sol | 75.4M | $23.62 |

## Token breakdown

- Uncached input: 57.2M
- Cached input: 14.50B
- Cache write 5m: 64.5M
- Cache write 1h: 126.5M
- Output: 51.0M
- Reasoning output: 20.7M

Published voluntarily by the account holder. Source: https://paradev.com/brianleroux77