---
title: "Gabriel Cabanes (@agmat)"
description: "Rank #1637 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/agmat
last-updated: 2026-10-26
---

# Gabriel Cabanes (@agmat)

Rank #1637 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/agmat

## Standing

- Rank: #1637 of 2498
- Tier: Button pusher
- Tokens: 5.24B all time
- Cost: $3637.30 API-equivalent
- Sessions: 1596
- Tracking: 2026-08-31 to 2026-10-16

## 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 | 3.0 | 3.1 | no | agents running at once |
| depth | 3.4M | 10.4M | no | tokens per session |
| sustain | 22 | 17 | yes | active days in the last 30 |
| cost | $1684.59 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-09-18
- **ship-it** (level 1 of 4) at 1, earned 2026-09-18
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-18

## Milestones

- sessions: 100
- spend: 100
- tokens: 100.0M

## Contributions

- Active days in the last year: 28
- Busiest day: 2026-10-15 at 615.0M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 3.85B | $2735.22 |
| claude | claude-sonnet-5 | 670.4M | $180.07 |
| claude | claude-fable-5-1 | 313.3M | $401.25 |
| claude | claude-opus-5 | 225.1M | $188.56 |
| claude | claude-sonnet-5-5 | 185.6M | $128.21 |
| claude | claude-haiku-4-5-20251001 | 1.2M | $0.93 |
| claude | claude-opus-4-7 | 518.9K | $1.08 |
| claude | claude-fable-5 | 483.3K | $2.00 |

## Token breakdown

- Uncached input: 121.8K
- Cached input: 5.07B
- Cache write 5m: 67.1M
- Cache write 1h: 81.0M
- Output: 22.4M
- Reasoning output: 7.6M

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