---
title: "Karan (@puang)"
description: "Rank #1941 of 2504 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/puang
last-updated: 2026-10-26
---

# Karan (@puang)

Rank #1941 of 2504 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/puang

## Standing

- Rank: #1941 of 2504
- Tier: Button pusher
- Tokens: 2.94B all time
- Cost: $1220.24 API-equivalent
- Sessions: 134
- Tracking: 2026-09-13 to 2026-10-15

## 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 | 12.5M | 10.4M | yes | tokens per session |
| sustain | 25 | 17 | yes | active days in the last 30 |
| cost | $121.84 | <= $315.60 | yes | USD per merged PR, lower is better |

## Achievements

- **whole-task** (level 2 of 3) at 10.0M, earned 2026-10-12

## Milestones

- spend: 100
- tokens: 1.00B

## Contributions

- Active days in the last year: 27
- Busiest day: 2026-09-15 at 484.0M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 1.16B | $390.06 |
| claude | claude-opus-5 | 865.7M | $571.00 |
| claude | claude-sonnet-5 | 749.4M | $196.76 |
| claude | claude-sonnet-5-5 | 152.2M | $47.70 |
| claude | claude-opus-4-8 | 15.4M | $14.59 |
| opencode | big-pickle | 225.8K | $0.02 |
| claude | claude-haiku-4-5-20251001 | 63.5K | $0.05 |
| claude | claude-haiku-5-5 | 58.7K | $0.06 |

## Token breakdown

- Uncached input: 201.0K
- Cached input: 2.90B
- Cache write 5m: 448.0K
- Cache write 1h: 30.9M
- Output: 8.3M
- Reasoning output: 2.4M

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