---
title: "Will Sims (@will)"
description: "Rank #2189 of 2501 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/will
last-updated: 2026-10-26
---

# Will Sims (@will)

Rank #2189 of 2501 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/will

## Standing

- Rank: #2189 of 2501
- Tier: Button pusher
- Tokens: 1.25B all time
- Cost: $616.91 API-equivalent
- Sessions: 201
- Tracking: 2026-08-01 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 4 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 3.1 | no | agents running at once |
| depth | 5.7M | 10.4M | no | tokens per session |
| sustain | 15 | 17 | no | active days in the last 30 |
| cost | $78.89 | <= $315.60 | yes | USD per merged PR, lower is better |

## Milestones

- spend: 100
- tokens: 100.0M

## Contributions

- Active days in the last year: 35
- Busiest day: 2026-09-26 at 121.5M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 483.3M | $252.54 |
| codex | gpt-5.6-sol | 276.5M | $186.72 |
| codex | gpt-6-sol | 131.4M | $20.43 |
| claude | claude-sonnet-5 | 121.3M | $37.09 |
| codex | gpt-6.1-sol | 120.5M | $1.80 |
| claude | claude-opus-5 | 64.6M | $64.06 |
| codex | gpt-6-astra | 26.3M | $52.31 |
| codex | gpt-6-luna | 11.5M | $0.16 |

## Token breakdown

- Uncached input: 22.0M
- Cached input: 1.21B
- Cache write 5m: 2.4M
- Cache write 1h: 9.4M
- Output: 5.5M
- Reasoning output: 2.9M

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