---
title: "Shoto (@shoto)"
description: "Rank #358 of 2498 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/shoto
last-updated: 2026-10-26
---

# Shoto (@shoto)

Rank #358 of 2498 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/shoto

## Standing

- Rank: #358 of 2498
- Tier: Operator
- Tokens: 45.27B all time
- Cost: $37934.98 API-equivalent
- Sessions: 33365
- Tracking: 2026-07-29 to 2026-10-26

## How this tier was reached

Tier is a weighted score across the axes measured for you, so a strong axis offsets a weak one. Plant Manager 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 | 14.0 | 5.5 | yes | agents running at once |
| depth | 752.9K | 23.3M | no | tokens per session |
| output | 114.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $29.68 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 3 of 3) at $100, earned 2026-09-07
- **plant-floor** (level 2 of 3) at 30, earned 2026-09-07
- **ship-it** (level 3 of 4) at 100, earned 2026-09-07
- **two-hands** (level 2 of 3) at 30, earned 2026-09-07
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-07

## Milestones

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

## Contributions

- Active days in the last year: 85
- Busiest day: 2026-10-13 at 1.85B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 25.57B | $21991.85 |
| claude | claude-opus-5-5 | 17.08B | $10617.06 |
| claude | claude-fable-5-1 | 1.58B | $4415.49 |
| claude | claude-sonnet-5 | 390.1M | $237.83 |
| claude | claude-sonnet-5-5 | 336.2M | $91.72 |
| claude | claude-fable-5 | 301.5M | $546.99 |
| claude | claude-opus-4-8 | 13.1M | $25.72 |
| claude | claude-haiku-4-5-20251001 | 5.9M | $7.04 |

## Token breakdown

- Uncached input: 2.2M
- Cached input: 43.43B
- Cache write 5m: 164.2M
- Cache write 1h: 1.45B
- Output: 226.5M
- Reasoning output: 77.7M

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