---
title: "Benjamin Prevot (@ben)"
description: "Rank #962 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/ben
last-updated: 2026-10-26
---

# Benjamin Prevot (@ben)

Rank #962 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/ben

## Standing

- Rank: #962 of 2498
- Tier: Button pusher
- Tokens: 15.04B all time
- Cost: $15383.88 API-equivalent
- Sessions: 1183
- Tracking: 2026-08-09 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. 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 | 1.0 | 3.1 | no | agents running at once |
| depth | 9.4M | 10.4M | no | tokens per session |
| output | 5.0 | 2.1 | yes | agent PRs merged per week |
| sustain | 30 | 17 | yes | active days in the last 30 |
| cost | $80.53 | <= $315.60 | yes | USD per merged PR, lower is better |

## Achievements

- **ship-it** (level 1 of 4) at 1, earned 2026-09-07
- **thirty** (level 1 of 3) at 30, earned 2026-09-07
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-07

## Milestones

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

## Contributions

- Active days in the last year: 79
- Busiest day: 2026-09-27 at 1.15B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 5.45B | $3317.49 |
| codex | gpt-6-astra | 4.84B | $6308.54 |
| claude | claude-opus-5 | 2.81B | $2630.99 |
| claude | claude-fable-5-1 | 1.02B | $1179.01 |
| claude | claude-fable-5 | 799.3M | $1862.13 |
| claude | claude-haiku-4-5-20251001 | 38.3M | $12.79 |
| claude | claude-opus-4-8 | 35.5M | $58.16 |
| claude | claude-haiku-5-5 | 22.4M | $7.84 |

## Token breakdown

- Uncached input: 106.2M
- Cached input: 14.56B
- Cache write 5m: 72.4M
- Cache write 1h: 259.8M
- Output: 43.3M
- Reasoning output: 13.1M

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