---
title: "Thomas Nguyen (@el-spectrum)"
description: "Rank #230 of 1711 on the Superset leaderboard, tier 2."
canonical: https://superset.sh/el-spectrum
last-updated: 2026-09-22
---

# Thomas Nguyen (@el-spectrum)

Rank #230 of 1711 on the Superset leaderboard, tier 2.

URL: https://superset.sh/el-spectrum

## Standing

- Rank: #230 of 1711
- Tier: Operator
- Tokens: 25.46B all time
- Cost: $21553.35 API-equivalent
- Sessions: 3457
- Tracking: 2026-08-24 to 2026-09-22

## 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 | 4.0 | 5.5 | no | agents running at once |
| depth | 7.8M | 23.3M | no | tokens per session |
| output | 21.5 | 6.0 | yes | agent PRs merged per week |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $226.88 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-09-22
- **plant-floor** (level 1 of 3) at 10, earned 2026-09-22
- **run-01**, earned 2026-09-22
- **ship-it** (level 2 of 4) at 10, earned 2026-09-22
- **thirty** (level 1 of 3) at 30, earned 2026-09-22
- **two-hands** (level 1 of 3) at 10, earned 2026-09-22
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-22

## Milestones

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

## Contributions

- Active days in the last year: 30
- Busiest day: 2026-08-26 at 2.00B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 13.18B | $10397.06 |
| claude | claude-fable-5-1 | 4.46B | $4761.60 |
| claude | k3 | 2.04B | $227.70 |
| claude | claude-fable-5 | 1.91B | $3216.24 |
| claude | claude-sonnet-5 | 1.61B | $625.96 |
| codex | gpt-5.6-sol | 1.07B | $889.55 |
| codex | gpt-6-astra | 828.4M | $1380.99 |
| claude | qwen3.8-max | 237.2M | $42.73 |

## Token breakdown

- Uncached input: 156.8M
- Cached input: 24.55B
- Cache write 5m: 210.7M
- Cache write 1h: 434.7M
- Output: 98.6M
- Reasoning output: 44.3M

Published voluntarily by the account holder. Source: https://superset.sh/el-spectrum