---
title: "Edward Wang (@madlantern)"
description: "Rank #39 of 2498 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/madlantern
last-updated: 2026-10-26
---

# Edward Wang (@madlantern)

Rank #39 of 2498 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/madlantern

## Standing

- Rank: #39 of 2498
- Tier: Operator
- Tokens: 150.32B all time
- Cost: $76845.60 API-equivalent
- Sessions: 17788
- 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 3 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 15.0 | 5.5 | yes | agents running at once |
| depth | 10.1M | 23.3M | no | tokens per session |
| sustain | 30 | 24 | yes | active days in the last 30 |

## Achievements

- **plant-floor** (level 2 of 3) at 30, earned 2026-10-04
- **run-01**, earned 2026-10-04
- **thirty** (level 1 of 3) at 30, earned 2026-10-04
- **two-hands** (level 2 of 3) at 30, earned 2026-10-04
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-10-04

## Milestones

- sessions: 5.0K
- spend: 10.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 90
- Busiest day: 2026-10-08 at 13.22B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 60.42B | $22531.56 |
| codex | gpt-6.1-sol | 45.15B | $8875.12 |
| codex | gpt-6-astra | 20.76B | $28982.06 |
| claude | claude-opus-5 | 14.32B | $11825.29 |
| codex | codex-auto-review | 6.04B | $128.72 |
| claude | claude-fable-5-1 | 1.43B | $1885.41 |
| claude | claude-fable-5 | 952.9M | $1875.94 |
| codex | gpt-5.6-sol | 856.4M | $514.23 |

## Token breakdown

- Uncached input: 2.06B
- Cached input: 145.94B
- Cache write 5m: 1.34B
- Cache write 1h: 489.4M
- Output: 490.3M
- Reasoning output: 214.2M

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