---
title: "Naveed Ahmed (@bytecrush)"
description: "Rank #2346 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/bytecrush
last-updated: 2026-10-26
---

# Naveed Ahmed (@bytecrush)

Rank #2346 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/bytecrush

## Standing

- Rank: #2346 of 2498
- Tier: Button pusher
- Tokens: 391.8M all time
- Cost: $305.73 API-equivalent
- Sessions: 29
- Tracking: 2026-08-10 to 2026-09-12

## 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 3 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 3.1 | no | agents running at once |
| depth | 6.7M | 10.4M | no | tokens per session |
| sustain | 16 | 17 | no | active days in the last 30 |

## Achievements

- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-13

## Milestones

- spend: 100
- tokens: 100.0M

## Contributions

- Active days in the last year: 17
- Busiest day: 2026-08-31 at 148.9M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 391.8M | $305.73 |

## Token breakdown

- Uncached input: 3.5K
- Cached input: 383.4M
- Cache write 5m: 0
- Cache write 1h: 6.5M
- Output: 2.0M
- Reasoning output: 789.1K

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