---
title: "Quentin Gross (@qgross)"
description: "Rank #453 of 1213 on the Superset leaderboard, tier 2."
canonical: https://superset.sh/qgross
last-updated: 2026-09-08
---

# Quentin Gross (@qgross)

Rank #453 of 1213 on the Superset leaderboard, tier 2.

URL: https://superset.sh/qgross

## Standing

- Rank: #453 of 1213
- Tier: Operator
- Tokens: 8.03B all time
- Cost: $6533.91 API-equivalent
- Sessions: 1435
- Tracking: 2026-07-30 to 2026-09-07

## 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 | 2.3 | 5.5 | no | agents running at once |
| depth | 5.7M | 23.3M | no | tokens per session |
| output | 17.5 | 6.0 | yes | agent PRs merged per week |
| sustain | 26 | 24 | yes | active days in the last 30 |
| cost | $64.22 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 3 of 3) at $100, earned 2026-09-07
- **plant-floor** (level 1 of 3) at 10, earned 2026-09-07
- **ship-it** (level 2 of 4) at 10, earned 2026-09-07
- **two-hands** (level 1 of 3) at 10, earned 2026-09-07
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-07

## Milestones

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

## Contributions

- Active days in the last year: 35
- Busiest day: 2026-08-22 at 728.7M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 7.91B | $6393.60 |
| claude | claude-opus-4-7 | 77.3M | $116.30 |
| claude | claude-sonnet-5 | 45.1M | $22.62 |
| claude | claude-haiku-4-5-20251001 | 1.6M | $1.39 |

## Token breakdown

- Uncached input: 274.7K
- Cached input: 7.81B
- Cache write 5m: 52.5M
- Cache write 1h: 120.1M
- Output: 44.7M
- Reasoning output: 11.5M

Published voluntarily by the account holder. Source: https://superset.sh/qgross