---
title: "Ali Kayes (@imrul)"
description: "Rank #158 of 2499 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/imrul
last-updated: 2026-10-26
---

# Ali Kayes (@imrul)

Rank #158 of 2499 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/imrul

## Standing

- Rank: #158 of 2499
- Tier: Operator
- Tokens: 75.99B all time
- Cost: $45521.95 API-equivalent
- Sessions: 6332
- Tracking: 2026-08-26 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. 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 | 3.0 | 5.5 | no | agents running at once |
| depth | 9.0M | 23.3M | no | tokens per session |
| output | 10.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $222.63 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-09-24
- **plant-floor** (level 1 of 3) at 10, earned 2026-09-24
- **run-01**, earned 2026-09-24
- **ship-it** (level 3 of 4) at 100, earned 2026-09-24
- **thirty** (level 1 of 3) at 30, earned 2026-09-24
- **two-hands** (level 1 of 3) at 10, earned 2026-09-24
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-24

## Milestones

- sessions: 1.0K
- spend: 10.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 62
- Busiest day: 2026-09-09 at 3.58B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 27.97B | $17735.01 |
| claude | claude-opus-5-5 | 23.62B | $12466.01 |
| codex | gpt-5.6-sol | 7.55B | $4348.05 |
| opencode | accounts/fireworks/models/kimi-k3 | 3.54B | $1943.00 |
| claude | claude-fable-5-1 | 2.52B | $2785.79 |
| cursor | glm-5.2-max | 2.49B | $856.09 |
| claude | claude-sonnet-5 | 1.44B | $557.64 |
| codex | gpt-6-astra | 1.26B | $1682.48 |

## Token breakdown

- Uncached input: 756.7M
- Cached input: 74.13B
- Cache write 5m: 362.5M
- Cache write 1h: 523.5M
- Output: 210.9M
- Reasoning output: 99.1M

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