---
title: "Tim Knoop (@tk)"
description: "Rank #262 of 2504 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/tk
last-updated: 2026-10-26
---

# Tim Knoop (@tk)

Rank #262 of 2504 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/tk

## Standing

- Rank: #262 of 2504
- Tier: Operator
- Tokens: 54.84B all time
- Cost: $33059.94 API-equivalent
- Sessions: 3643
- Tracking: 2026-07-30 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 | 19.9M | 23.3M | no | tokens per session |
| output | 23.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $135.93 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-09-07
- **ship-it** (level 1 of 4) at 1, earned 2026-09-07
- **two-hands** (level 1 of 3) at 10, earned 2026-09-07
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-07

## Milestones

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

## Contributions

- Active days in the last year: 77
- Busiest day: 2026-10-07 at 2.39B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 18.64B | $13374.78 |
| claude | claude-opus-5-5 | 18.13B | $7519.42 |
| claude | claude-sonnet-5 | 8.30B | $2446.99 |
| claude | claude-fable-5 | 3.64B | $6105.89 |
| claude | claude-sonnet-5-5 | 3.09B | $969.89 |
| claude | claude-fable-5-1 | 2.63B | $2297.74 |
| claude | claude-opus-4-8 | 346.1M | $333.43 |
| claude | claude-haiku-4-5-20251001 | 33.4M | $7.80 |

## Token breakdown

- Uncached input: 2.8M
- Cached input: 53.36B
- Cache write 5m: 813.3M
- Cache write 1h: 524.0M
- Output: 134.4M
- Reasoning output: 43.7M

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