---
title: "Umut Hope YILDIRIM (@umuthopeyildirim)"
description: "Rank #651 of 2498 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/umuthopeyildirim
last-updated: 2026-10-26
---

# Umut Hope YILDIRIM (@umuthopeyildirim)

Rank #651 of 2498 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/umuthopeyildirim

## Standing

- Rank: #651 of 2498
- Tier: Operator
- Tokens: 24.14B all time
- Cost: $12403.41 API-equivalent
- Sessions: 641
- Tracking: 2026-08-19 to 2026-10-21

## 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 | 1.0 | 5.5 | no | agents running at once |
| depth | 41.7M | 23.3M | yes | tokens per session |
| output | 18.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 29 | 24 | yes | active days in the last 30 |
| cost | $47.23 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-09-17
- **ship-it** (level 2 of 4) at 10, earned 2026-09-17
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-17

## Milestones

- sessions: 100
- spend: 1.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 55
- Busiest day: 2026-10-14 at 3.40B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 13.89B | $5486.48 |
| claude | claude-opus-5 | 7.73B | $4862.65 |
| claude | claude-fable-5-1 | 1.12B | $1077.30 |
| claude | claude-opus-4-8 | 951.1M | $688.70 |
| codex | gpt-5.6-sol | 127.2M | $90.61 |
| opencode | muse-spark-1.3 | 78.7M | $20.21 |
| claude | claude-fable-5 | 77.4M | $115.65 |
| codex | gpt-6.1-sol | 59.7M | $10.76 |

## Token breakdown

- Uncached input: 18.9M
- Cached input: 23.56B
- Cache write 5m: 351.8M
- Cache write 1h: 151.5M
- Output: 55.2M
- Reasoning output: 16.2M

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