---
title: "Frédéric Robinet (@robinef)"
description: "Rank #188 of 2498 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/robinef
last-updated: 2026-10-26
---

# Frédéric Robinet (@robinef)

Rank #188 of 2498 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/robinef

## Standing

- Rank: #188 of 2498
- Tier: Operator
- Tokens: 68.39B all time
- Cost: $35104.54 API-equivalent
- Sessions: 8874
- Tracking: 2026-07-31 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 4 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 9.5 | 5.5 | yes | agents running at once |
| depth | 5.0M | 23.3M | no | tokens per session |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $490.73 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-09-07
- **two-hands** (level 1 of 3) at 10, earned 2026-09-07
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-07

## Milestones

- sessions: 1.0K
- spend: 10.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 72
- Busiest day: 2026-10-20 at 2.48B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-sonnet-5 | 31.22B | $12203.69 |
| claude | claude-opus-5-5 | 23.58B | $10715.87 |
| claude | claude-opus-5 | 7.37B | $7104.93 |
| claude | claude-fable-5-1 | 2.29B | $2539.58 |
| claude | claude-sonnet-5-5 | 1.20B | $580.91 |
| claude | claude-haiku-5-5 | 872.3M | $153.83 |
| codex | gpt-6-astra | 437.4M | $707.08 |
| codex | gpt-5.6-sol | 359.8M | $252.86 |

## Token breakdown

- Uncached input: 49.3M
- Cached input: 66.06B
- Cache write 5m: 686.9M
- Cache write 1h: 1.42B
- Output: 178.2M
- Reasoning output: 61.2M

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