---
title: "limciana (@limciana)"
description: "Rank #2034 of 2504 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/limciana
last-updated: 2026-10-26
---

# limciana (@limciana)

Rank #2034 of 2504 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/limciana

## Standing

- Rank: #2034 of 2504
- Tier: Button pusher
- Tokens: 2.21B all time
- Cost: $862.49 API-equivalent
- Sessions: 276
- Tracking: 2026-07-29 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 | 2.9M | 10.4M | no | tokens per session |
| sustain | 8 | 17 | no | active days in the last 30 |
| cost | $11.64 | <= $315.60 | yes | USD per merged PR, lower is better |

## Milestones

- sessions: 100
- spend: 100
- tokens: 1.00B

## Contributions

- Active days in the last year: 31
- Busiest day: 2026-09-01 at 278.0M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-sonnet-5 | 1.63B | $492.63 |
| claude | claude-opus-5 | 434.9M | $307.18 |
| claude | claude-sonnet-5-5 | 145.3M | $60.02 |
| claude | claude-fable-5-1 | 1.2M | $2.47 |
| claude | claude-haiku-4-5-20251001 | 568.6K | $0.19 |

## Token breakdown

- Uncached input: 54.4K
- Cached input: 2.15B
- Cache write 5m: 26.1M
- Cache write 1h: 28.2M
- Output: 6.8M
- Reasoning output: 2.5M

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