---
title: "Matt Speck (@matt-speck)"
description: "Rank #1900 of 2501 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/matt-speck
last-updated: 2026-10-26
---

# Matt Speck (@matt-speck)

Rank #1900 of 2501 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/matt-speck

## Standing

- Rank: #1900 of 2501
- Tier: Button pusher
- Tokens: 3.16B all time
- Cost: $1898.91 API-equivalent
- Sessions: 1000
- 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. Operator needs a higher combined score, and cost also caps the tier on its own.
Scored on 4 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 3.1 | no | agents running at once |
| depth | 3.8M | 10.4M | no | tokens per session |
| sustain | 23 | 17 | yes | active days in the last 30 |
| cost | $24.53 | <= $315.60 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-09-07
- **ship-it** (level 1 of 4) at 1, earned 2026-09-07

## Milestones

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

## Contributions

- Active days in the last year: 57
- Busiest day: 2026-10-10 at 381.6M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 1.40B | $711.95 |
| claude | claude-opus-5 | 757.9M | $604.99 |
| claude | claude-sonnet-5 | 373.9M | $194.75 |
| claude | claude-sonnet-5-5 | 266.6M | $99.63 |
| cursor | default | 113.4M | $70.08 |
| cursor | grok-4.7-high-fast | 81.8M | $102.91 |
| cursor | cursor-grok-4.6-high | 73.7M | $45.52 |
| cursor | composer-2.5-fast | 50.4M | $32.94 |

## Token breakdown

- Uncached input: 21.0M
- Cached input: 3.04B
- Cache write 5m: 32.1M
- Cache write 1h: 53.8M
- Output: 15.5M
- Reasoning output: 3.8M

Published voluntarily by the account holder. Source: https://paradev.com/matt-speck