---
title: "gus-fraser (@afraser)"
description: "Rank #588 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/afraser
last-updated: 2026-10-26
---

# gus-fraser (@afraser)

Rank #588 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/afraser

## Standing

- Rank: #588 of 2498
- Tier: Button pusher
- Tokens: 27.70B all time
- Cost: $17363.28 API-equivalent
- Sessions: 3432
- Tracking: 2026-08-25 to 2026-09-30

## 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 | 4.0 | 3.1 | yes | agents running at once |
| depth | 7.0M | 10.4M | no | tokens per session |
| sustain | 30 | 17 | yes | active days in the last 30 |
| cost | $1997.50 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-09-23
- **thirty** (level 1 of 3) at 30, earned 2026-09-23
- **two-hands** (level 1 of 3) at 10, earned 2026-09-23
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-23

## Milestones

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

## Contributions

- Active days in the last year: 37
- Busiest day: 2026-09-28 at 3.24B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 9.78B | $5421.03 |
| claude | claude-opus-5 | 5.31B | $3667.82 |
| codex | gpt-5.6-sol | 4.89B | $2362.60 |
| codex | gpt-6-astra | 2.43B | $3041.21 |
| claude | claude-fable-5-1 | 1.95B | $1554.10 |
| codex | gpt-6-sol | 939.9M | $60.16 |
| omp | gpt-5.6-sol | 787.5M | $634.60 |
| omp | gpt-5.6-terra | 382.0M | $115.26 |

## Token breakdown

- Uncached input: 238.9M
- Cached input: 27.04B
- Cache write 5m: 257.3M
- Cache write 1h: 102.5M
- Output: 60.1M
- Reasoning output: 16.8M

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