---
title: "Gabriel Sepulveda (@gbrl)"
description: "Rank #83 of 2503 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/gbrl
last-updated: 2026-10-26
---

# Gabriel Sepulveda (@gbrl)

Rank #83 of 2503 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/gbrl

## Standing

- Rank: #83 of 2503
- Tier: Button pusher
- Tokens: 103.19B all time
- Cost: $42199.11 API-equivalent
- Sessions: 5609
- 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. 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 | 4.0 | 3.1 | yes | agents running at once |
| depth | 18.9M | 10.4M | yes | tokens per session |
| output | 1.0 | 2.1 | no | agent PRs merged per week |
| sustain | 29 | 17 | yes | active days in the last 30 |
| cost | $4334.25 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-10-15
- **ship-it** (level 2 of 4) at 10, earned 2026-10-15
- **two-hands** (level 2 of 3) at 30, earned 2026-10-15
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-10-15

## Milestones

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

## Contributions

- Active days in the last year: 85
- Busiest day: 2026-10-07 at 6.55B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 67.62B | $22075.10 |
| claude | claude-opus-5 | 22.17B | $15390.54 |
| claude | claude-sonnet-5 | 9.11B | $2343.63 |
| claude | claude-sonnet-5-5 | 1.59B | $539.22 |
| codex | gpt-6-sol | 1.02B | $254.51 |
| claude | claude-opus-4-8 | 684.6M | $490.35 |
| claude | claude-fable-5 | 462.9M | $884.87 |
| claude | claude-haiku-5-5 | 169.5M | $25.84 |

## Token breakdown

- Uncached input: 24.7M
- Cached input: 101.20B
- Cache write 5m: 943.6M
- Cache write 1h: 876.0M
- Output: 136.5M
- Reasoning output: 35.9M

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