---
title: "Muhammad Mustafa (@muhammad-mustafa)"
description: "Rank #825 of 1114 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/muhammad-mustafa
last-updated: 2026-09-07
---

# Muhammad Mustafa (@muhammad-mustafa)

Rank #825 of 1114 on the Superset leaderboard, tier 1.

URL: https://superset.sh/muhammad-mustafa

## Standing

- Rank: #825 of 1114
- Tier: Button pusher
- Tokens: 1.64B all time
- Cost: $2113.57 API-equivalent
- Sessions: 122
- Tracking: 2026-08-05 to 2026-09-04

## 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 | 1.0 | 3.1 | no | agents running at once |
| depth | 13.3M | 10.4M | yes | tokens per session |
| sustain | 18 | 17 | yes | active days in the last 30 |
| cost | $939.62 | <= $315.60 | no | USD per merged PR, lower is better |

## Contributions

- Active days in the last year: 20
- Busiest day: 2026-09-03 at 306.5M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 635.8M | $612.97 |
| claude | claude-opus-4-8 | 440.1M | $409.67 |
| claude | claude-fable-5 | 351.9M | $778.41 |
| claude | claude-fable-5-1 | 190.4M | $303.39 |
| claude | claude-haiku-4-5-20251001 | 16.1M | $3.30 |
| claude | claude-opus-4-7 | 3.0M | $5.42 |
| grok | grok-4.6 | 479.9K | $0.40 |

## Token breakdown

- Uncached input: 233.1K
- Cached input: 1.56B
- Cache write 5m: 3.3M
- Cache write 1h: 64.4M
- Output: 5.6M
- Reasoning output: 1.5M

Published voluntarily by the account holder. Source: https://superset.sh/muhammad-mustafa