---
title: "Matheus Henrique Costa (@mhc)"
description: "Rank #1014 of 2501 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/mhc
last-updated: 2026-10-26
---

# Matheus Henrique Costa (@mhc)

Rank #1014 of 2501 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/mhc

## Standing

- Rank: #1014 of 2501
- Tier: Button pusher
- Tokens: 14.07B all time
- Cost: $4654.85 API-equivalent
- Sessions: 1795
- Tracking: 2026-08-17 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 5 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 3.1 | no | agents running at once |
| depth | 4.6M | 10.4M | no | tokens per session |
| output | 30.5 | 2.1 | yes | agent PRs merged per week |
| sustain | 28 | 17 | yes | active days in the last 30 |
| cost | $14.64 | <= $315.60 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-09-15
- **ship-it** (level 1 of 4) at 1, earned 2026-09-15
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-15

## Milestones

- sessions: 100
- spend: 1.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 62
- Busiest day: 2026-09-16 at 982.1M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-sonnet-5 | 6.57B | $1655.48 |
| claude | claude-sonnet-5-5 | 3.63B | $1143.86 |
| claude | claude-opus-5-5 | 1.86B | $647.59 |
| claude | claude-opus-5 | 646.3M | $458.60 |
| codex | gpt-6.1-sol | 303.1M | $63.59 |
| cursor | grok-4.7-high | 203.6M | $135.87 |
| codex | gpt-5.6-terra | 173.3M | $52.92 |
| codex | gpt-5.6-sol | 157.7M | $89.10 |

## Token breakdown

- Uncached input: 66.3M
- Cached input: 13.74B
- Cache write 5m: 94.6M
- Cache write 1h: 123.5M
- Output: 40.3M
- Reasoning output: 13.0M

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