---
title: "Shoto (@shoto)"
description: "Rank #224 of 1114 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/shoto
last-updated: 2026-09-07
---

# Shoto (@shoto)

Rank #224 of 1114 on the Superset leaderboard, tier 1.

URL: https://superset.sh/shoto

## Standing

- Rank: #224 of 1114
- Tier: Button pusher
- Tokens: 14.63B all time
- Cost: $13295.04 API-equivalent
- Sessions: 4824
- Tracking: 2026-07-29 to 2026-09-06

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

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 5.0 | 3.1 | yes | agents running at once |
| depth | 3.4M | 10.4M | no | tokens per session |
| output | 167.0 | 2.1 | yes | agent PRs merged per week |
| sustain | 27 | 17 | yes | active days in the last 30 |
| cost | $20.63 | <= $315.60 | yes | USD per merged PR, lower is better |

## Contributions

- Active days in the last year: 37
- Busiest day: 2026-08-18 at 924.8M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 13.86B | $12173.04 |
| claude | claude-sonnet-5 | 352.2M | $211.72 |
| claude | claude-fable-5 | 301.5M | $546.99 |
| claude | claude-fable-5-1 | 96.7M | $333.79 |
| claude | claude-opus-4-8 | 12.3M | $23.09 |
| claude | claude-haiku-4-5-20251001 | 5.2M | $5.77 |
| codex | gpt-5.6-sol | 316.7K | $0.41 |
| claude | claude-sonnet-4-6 | 146.8K | $0.22 |

## Token breakdown

- Uncached input: 913.6K
- Cached input: 14.10B
- Cache write 5m: 136.5M
- Cache write 1h: 305.0M
- Output: 83.5M
- Reasoning output: 27.9M

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