---
title: "檸檬知識創新Lemonki (@lemonki-m4)"
description: "Rank #1396 of 2504 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/lemonki-m4
last-updated: 2026-10-26
---

# 檸檬知識創新Lemonki (@lemonki-m4)

Rank #1396 of 2504 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/lemonki-m4

## Standing

- Rank: #1396 of 2504
- Tier: Button pusher
- Tokens: 7.98B all time
- Cost: $4354.04 API-equivalent
- Sessions: 2272
- Tracking: 2026-08-25 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 | 3.0 | 3.1 | no | agents running at once |
| depth | 4.6M | 10.4M | no | tokens per session |
| sustain | 30 | 17 | yes | active days in the last 30 |
| cost | $1128.93 | <= $315.60 | no | USD per merged PR, lower is better |

## Contributions

- Active days in the last year: 61
- Busiest day: 2026-10-15 at 757.2M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-6.1-sol | 2.75B | $480.13 |
| codex | gpt-6-astra | 1.21B | $2007.43 |
| claude | claude-opus-5-5 | 1.17B | $563.92 |
| codex | gpt-5.6-terra | 1.07B | $319.59 |
| codex | gpt-5.6-sol | 781.0M | $513.09 |
| codex | gpt-6-sol | 500.6M | $115.15 |
| claude | claude-opus-5 | 214.4M | $244.56 |
| codex | gpt-6-luna | 129.3M | $1.87 |

## Token breakdown

- Uncached input: 205.3M
- Cached input: 7.69B
- Cache write 5m: 6.9M
- Cache write 1h: 41.9M
- Output: 33.2M
- Reasoning output: 8.6M

Published voluntarily by the account holder. Source: https://paradev.com/lemonki-m4