---
title: "Kevin Kho (@kvnkho)"
description: "Rank #560 of 2501 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/kvnkho
last-updated: 2026-10-26
---

# Kevin Kho (@kvnkho)

Rank #560 of 2501 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/kvnkho

## Standing

- Rank: #560 of 2501
- Tier: Operator
- Tokens: 29.20B all time
- Cost: $17241.28 API-equivalent
- Sessions: 1344
- 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 | 2.0 | 5.5 | no | agents running at once |
| depth | 18.9M | 23.3M | no | tokens per session |
| output | 38.5 | 6.0 | yes | agent PRs merged per week |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $22.44 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **thirty** (level 1 of 3) at 30, 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: 500
- spend: 1.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 87
- Busiest day: 2026-09-27 at 1.30B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-5.6-sol | 9.30B | $6343.21 |
| codex | gpt-6-sol | 8.78B | $666.44 |
| codex | gpt-6-astra | 5.00B | $6322.85 |
| claude | claude-opus-5 | 2.43B | $1645.05 |
| claude | claude-opus-5-5 | 1.02B | $681.47 |
| codex | gpt-6.1-sol | 857.0M | $195.97 |
| claude | claude-fable-5 | 778.0M | $1186.29 |
| pi | deepseek-v4-flash | 381.4M | $2.01 |

## Token breakdown

- Uncached input: 518.9M
- Cached input: 28.53B
- Cache write 5m: 20.1M
- Cache write 1h: 48.6M
- Output: 83.2M
- Reasoning output: 25.5M

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