---
title: "yumnaai (@yumna)"
description: "Rank #2199 of 2501 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/yumna
last-updated: 2026-10-26
---

# yumnaai (@yumna)

Rank #2199 of 2501 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/yumna

## Standing

- Rank: #2199 of 2501
- Tier: Button pusher
- Tokens: 1.20B all time
- Cost: $748.99 API-equivalent
- Sessions: 204
- Tracking: 2026-08-11 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 3 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 3.1 | no | agents running at once |
| depth | 3.0M | 10.4M | no | tokens per session |
| sustain | 29 | 17 | yes | active days in the last 30 |

## Milestones

- tokens: 100.0M

## Contributions

- Active days in the last year: 57
- Busiest day: 2026-09-24 at 146.7M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-sonnet-5 | 645.6M | $283.71 |
| claude | claude-opus-5 | 402.7M | $336.44 |
| claude | claude-opus-5-5 | 131.9M | $118.02 |
| claude | claude-sonnet-5-5 | 16.9M | $10.73 |
| claude | claude-haiku-4-5-20251001 | 102.8K | $0.09 |

## Token breakdown

- Uncached input: 10.8K
- Cached input: 1.14B
- Cache write 5m: 1.0M
- Cache write 1h: 50.2M
- Output: 4.4M
- Reasoning output: 1.7M

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