---
title: "Martin Beiro (@martinbeiro)"
description: "Rank #612 of 2499 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/martinbeiro
last-updated: 2026-10-26
---

# Martin Beiro (@martinbeiro)

Rank #612 of 2499 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/martinbeiro

## Standing

- Rank: #612 of 2499
- Tier: Operator
- Tokens: 26.36B all time
- Cost: $16166.64 API-equivalent
- Sessions: 1977
- Tracking: 2026-08-06 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 | 13.3M | 23.3M | no | tokens per session |
| output | 6.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $241.55 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-09-13
- **ship-it** (level 2 of 4) at 10, earned 2026-09-13
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-13

## Milestones

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

## Contributions

- Active days in the last year: 75
- Busiest day: 2026-08-25 at 1.37B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 12.52B | $5403.42 |
| claude | claude-opus-5 | 4.97B | $3388.41 |
| cursor | claude-opus-5-5-medium | 2.35B | $1315.63 |
| claude | claude-fable-5 | 1.71B | $2386.03 |
| cursor | grok-bot-default | 1.57B | $1270.92 |
| cursor | gpt-5.6-sol-medium | 1.03B | $753.06 |
| claude | claude-fable-5-1 | 616.8M | $694.88 |
| cursor | claude-opus-5-thinking-medium | 589.8M | $442.27 |

## Token breakdown

- Uncached input: 71.6M
- Cached input: 25.57B
- Cache write 5m: 462.4M
- Cache write 1h: 189.3M
- Output: 66.1M
- Reasoning output: 13.7M

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