---
title: "Pablo Ambram (@pambram)"
description: "Rank #538 of 2498 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/pambram
last-updated: 2026-10-26
---

# Pablo Ambram (@pambram)

Rank #538 of 2498 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/pambram

## Standing

- Rank: #538 of 2498
- Tier: Operator
- Tokens: 30.37B all time
- Cost: $13071.29 API-equivalent
- Sessions: 6026
- 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. 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 | 10.2M | 23.3M | no | tokens per session |
| output | 26.5 | 6.0 | yes | agent PRs merged per week |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $66.94 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 3 of 3) at $100, earned 2026-10-08
- **plant-floor** (level 1 of 3) at 10, earned 2026-10-08
- **run-01**, earned 2026-10-08
- **ship-it** (level 2 of 4) at 10, earned 2026-10-08
- **thirty** (level 1 of 3) at 30, earned 2026-10-08
- **two-hands** (level 2 of 3) at 30, earned 2026-10-08
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-10-08

## Milestones

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

## Contributions

- Active days in the last year: 87
- Busiest day: 2026-10-19 at 1.13B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-sonnet-5 | 11.12B | $3508.78 |
| claude | claude-opus-5-5 | 8.33B | $3691.06 |
| claude | claude-sonnet-5-5 | 8.05B | $3709.66 |
| claude | claude-opus-5 | 1.12B | $967.38 |
| cursor | claude-sonnet-5-thinking-high | 495.0M | $247.44 |
| claude | claude-sonnet-4-6 | 301.3M | $283.58 |
| claude | claude-haiku-5-5 | 203.2M | $85.56 |
| cursor | Claude Opus 5 (Auto Balanced) | 163.8M | $175.17 |

## Token breakdown

- Uncached input: 115.0M
- Cached input: 29.02B
- Cache write 5m: 141.2M
- Cache write 1h: 1.01B
- Output: 74.0M
- Reasoning output: 30.1M

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