---
title: "Gary Fung (@garon)"
description: "Rank #1438 of 2502 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/garon
last-updated: 2026-10-26
---

# Gary Fung (@garon)

Rank #1438 of 2502 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/garon

## Standing

- Rank: #1438 of 2502
- Tier: Operator
- Tokens: 7.39B all time
- Cost: $7103.41 API-equivalent
- Sessions: 3025
- Tracking: 2026-07-30 to 2026-10-07

## 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 | 3.5 | 5.5 | no | agents running at once |
| depth | 2.0M | 23.3M | no | tokens per session |
| output | 33.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 23 | 24 | no | active days in the last 30 |
| cost | $22.13 | <= $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

## Milestones

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

## Contributions

- Active days in the last year: 58
- Busiest day: 2026-08-27 at 521.2M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 4.19B | $3875.24 |
| claude | claude-opus-5-5 | 1.74B | $939.55 |
| claude | claude-fable-5 | 537.0M | $1220.14 |
| claude | claude-sonnet-5-5 | 490.4M | $153.87 |
| claude | claude-fable-5-1 | 375.6M | $884.02 |
| claude | claude-sonnet-5 | 49.7M | $23.88 |
| claude | claude-haiku-4-5-20251001 | 4.9M | $3.51 |
| claude | claude-opus-4-8 | 3.3M | $3.19 |

## Token breakdown

- Uncached input: 507.1K
- Cached input: 7.04B
- Cache write 5m: 199.6M
- Cache write 1h: 112.4M
- Output: 43.4M
- Reasoning output: 15.9M

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