---
title: "Mags (@mags)"
description: "Rank #112 of 1366 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/mags
last-updated: 2026-09-10
---

# Mags (@mags)

Rank #112 of 1366 on the Superset leaderboard, tier 1.

URL: https://superset.sh/mags

## Standing

- Rank: #112 of 1366
- Tier: Button pusher
- Tokens: 31.12B all time
- Cost: $20342.08 API-equivalent
- Sessions: 2233
- Tracking: 2026-08-12 to 2026-09-10

## 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 | 4.0 | 3.1 | yes | agents running at once |
| depth | 15.5M | 10.4M | yes | tokens per session |
| sustain | 27 | 17 | yes | active days in the last 30 |
| cost | $1453.01 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-09-10
- **ship-it** (level 2 of 4) at 10, earned 2026-09-10
- **two-hands** (level 1 of 3) at 10, earned 2026-09-10
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-10

## Milestones

- sessions: 1.0K
- spend: 10.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 27
- Busiest day: 2026-08-13 at 3.16B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-5.6-sol | 16.59B | $8941.09 |
| claude | claude-opus-5 | 7.32B | $4931.81 |
| codex | gpt-6-astra | 4.04B | $5710.76 |
| codex | gpt-5.6-luna | 1.91B | $65.82 |
| codex | gpt-5.6-terra | 443.9M | $139.01 |
| claude | claude-fable-5-1 | 359.5M | $308.68 |
| cursor | cursor-grok-4.6-high | 154.9M | $103.20 |
| claude | claude-sonnet-5 | 107.1M | $46.06 |

## Token breakdown

- Uncached input: 715.0M
- Cached input: 30.22B
- Cache write 5m: 13.8M
- Cache write 1h: 91.3M
- Output: 78.4M
- Reasoning output: 28.9M

Published voluntarily by the account holder. Source: https://superset.sh/mags