---
title: "jeff (@jeffecom)"
description: "Rank #653 of 2501 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/jeffecom
last-updated: 2026-10-26
---

# jeff (@jeffecom)

Rank #653 of 2501 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/jeffecom

## Standing

- Rank: #653 of 2501
- Tier: Button pusher
- Tokens: 24.18B all time
- Cost: $26378.94 API-equivalent
- Sessions: 4494
- Tracking: 2026-08-13 to 2026-09-15

## 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 | 6.0M | 10.4M | no | tokens per session |
| sustain | 29 | 17 | yes | active days in the last 30 |
| cost | $3708.42 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **two-hands** (level 1 of 3) at 10, earned 2026-09-11
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-11

## Milestones

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

## Contributions

- Active days in the last year: 33
- Busiest day: 2026-08-27 at 4.55B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 14.11B | $12880.12 |
| claude | claude-fable-5 | 4.96B | $7836.77 |
| claude | claude-fable-5-1 | 2.23B | $2027.77 |
| codex | gpt-6-astra | 1.05B | $1460.53 |
| cursor | grok-bot-default | 546.8M | $788.83 |
| cursor | cursor-grok-4.6-high-fast | 409.9M | $522.04 |
| cursor | cursor-grok-4.6-medium | 315.0M | $326.28 |
| codex | gpt-5.6-sol | 151.4M | $97.01 |

## Token breakdown

- Uncached input: 255.1M
- Cached input: 23.03B
- Cache write 5m: 437.9M
- Cache write 1h: 336.9M
- Output: 117.8M
- Reasoning output: 18.5M

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