---
title: "Michael Loh (@miloh)"
description: "Rank #731 of 2504 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/miloh
last-updated: 2026-10-26
---

# Michael Loh (@miloh)

Rank #731 of 2504 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/miloh

## Standing

- Rank: #731 of 2504
- Tier: Operator
- Tokens: 21.29B all time
- Cost: $6875.28 API-equivalent
- Sessions: 953
- Tracking: 2026-07-30 to 2026-10-25

## 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 3 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 2.0 | 5.5 | no | agents running at once |
| depth | 21.1M | 23.3M | no | tokens per session |
| sustain | 27 | 24 | yes | active days in the last 30 |

## Achievements

- **whole-task** (level 2 of 3) at 10.0M, earned 2026-10-19

## Milestones

- sessions: 100
- spend: 1.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 34
- Busiest day: 2026-10-12 at 4.02B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 12.37B | $4204.44 |
| claude | claude-sonnet-5-5 | 7.73B | $2220.62 |
| claude | claude-sonnet-5 | 880.3M | $236.71 |
| claude | claude-fable-5-1 | 164.4M | $133.42 |
| codex | gpt-5.6-sol | 61.7M | $30.65 |
| claude | claude-opus-5 | 42.4M | $36.17 |
| codex | gpt-6.1-sol | 24.7M | $11.14 |
| codex | codex-auto-review | 11.4M | $0.23 |

## Token breakdown

- Uncached input: 4.8M
- Cached input: 20.85B
- Cache write 5m: 254.8M
- Cache write 1h: 120.0M
- Output: 57.6M
- Reasoning output: 17.3M

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