---
title: "Sambro09 (@sambro99)"
description: "Rank #1637 of 2505 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/sambro99
last-updated: 2026-10-26
---

# Sambro09 (@sambro99)

Rank #1637 of 2505 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/sambro99

## Standing

- Rank: #1637 of 2505
- Tier: Operator
- Tokens: 5.31B all time
- Cost: $4492.51 API-equivalent
- Sessions: 741
- Tracking: 2026-07-28 to 2026-09-18

## 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 | 2.1M | 23.3M | no | tokens per session |
| output | 12.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 29 | 24 | yes | active days in the last 30 |
| cost | $29.64 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **day-one**, earned 2026-09-08
- **efficient** (level 3 of 3) at $100, earned 2026-09-08
- **ship-it** (level 3 of 4) at 100, earned 2026-09-08
- **two-hands** (level 1 of 3) at 10, earned 2026-09-08
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-08

## Milestones

- sessions: 500
- spend: 1.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 44
- Busiest day: 2026-08-28 at 556.5M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-5.6-sol | 2.40B | $1771.37 |
| claude | claude-opus-5 | 2.07B | $1547.24 |
| cursor | grok-bot-default | 249.5M | $359.06 |
| claude | claude-fable-5 | 189.0M | $392.33 |
| cursor | cursor-grok-4.6-high-fast | 92.4M | $123.73 |
| cursor | grok-bot-cua | 77.1M | $2.87 |
| claude | claude-fable-5-1 | 54.6M | $174.45 |
| cursor | grok-bot-automation | 51.3M | $40.95 |

## Token breakdown

- Uncached input: 122.5M
- Cached input: 5.11B
- Cache write 5m: 22.2M
- Cache write 1h: 27.2M
- Output: 25.4M
- Reasoning output: 6.8M

Published voluntarily by the account holder. Source: https://paradev.com/sambro99