---
title: "ScottRMalley (@scit)"
description: "Rank #530 of 1621 on the Superset leaderboard, tier 2."
canonical: https://superset.sh/scit
last-updated: 2026-09-18
---

# ScottRMalley (@scit)

Rank #530 of 1621 on the Superset leaderboard, tier 2.

URL: https://superset.sh/scit

## Standing

- Rank: #530 of 1621
- Tier: Operator
- Tokens: 11.05B all time
- Cost: $8988.39 API-equivalent
- Sessions: 850
- Tracking: 2026-08-20 to 2026-09-18

## 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 | 2.0 | 5.5 | no | agents running at once |
| depth | 8.9M | 23.3M | no | tokens per session |
| output | 16.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $128.41 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-09-18
- **run-01**, earned 2026-09-18
- **ship-it** (level 2 of 4) at 10, earned 2026-09-18
- **thirty** (level 1 of 3) at 30, earned 2026-09-18
- **two-hands** (level 1 of 3) at 10, earned 2026-09-18
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-18

## Milestones

- sessions: 500
- spend: 1.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 30
- Busiest day: 2026-08-31 at 1.09B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 7.11B | $4910.19 |
| claude | claude-fable-5-1 | 1.67B | $1723.61 |
| claude | claude-fable-5 | 738.5M | $1103.21 |
| codex | gpt-6-astra | 375.8M | $559.01 |
| claude | claude-sonnet-5 | 365.9M | $107.85 |
| codex | gpt-5.6-sol | 274.7M | $157.66 |
| pi | gpt-5.6-sol | 263.0M | $187.56 |
| pi | gpt-6-astra | 145.7M | $206.40 |

## Token breakdown

- Uncached input: 36.0M
- Cached input: 10.79B
- Cache write 5m: 61.6M
- Cache write 1h: 125.2M
- Output: 33.2M
- Reasoning output: 13.6M

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