---
title: "Matthew (@matthew)"
description: "Rank #329 of 2504 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/matthew
last-updated: 2026-10-26
---

# Matthew (@matthew)

Rank #329 of 2504 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/matthew

## Standing

- Rank: #329 of 2504
- Tier: Operator
- Tokens: 48.18B all time
- Cost: $29823.45 API-equivalent
- Sessions: 3462
- Tracking: 2026-07-29 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 | 10.7M | 23.3M | no | tokens per session |
| output | 18.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $117.45 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 1 of 3) at $750, earned 2026-09-07
- **ship-it** (level 2 of 4) at 10, earned 2026-09-07
- **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 1 of 3) at 2.5M, earned 2026-09-07

## Milestones

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

## Contributions

- Active days in the last year: 87
- Busiest day: 2026-10-20 at 4.37B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 25.66B | $10509.56 |
| claude | claude-opus-5 | 16.14B | $13500.94 |
| claude | claude-sonnet-5 | 1.78B | $580.07 |
| claude | claude-fable-5-1 | 1.20B | $1420.31 |
| claude | claude-opus-4-8 | 1.16B | $967.22 |
| claude | claude-opus-4-7 | 970.3M | $798.37 |
| claude | claude-fable-5 | 752.4M | $1607.51 |
| claude | claude-opus-4-6 | 426.8M | $394.67 |

## Token breakdown

- Uncached input: 3.7M
- Cached input: 46.84B
- Cache write 5m: 659.5M
- Cache write 1h: 524.3M
- Output: 149.6M
- Reasoning output: 37.6M

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