---
title: "Adam Stepnik (@adam-melow)"
description: "Rank #709 of 1156 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/adam-melow
last-updated: 2026-09-07
---

# Adam Stepnik (@adam-melow)

Rank #709 of 1156 on the Superset leaderboard, tier 1.

URL: https://superset.sh/adam-melow

## Standing

- Rank: #709 of 1156
- Tier: Button pusher
- Tokens: 3.15B all time
- Cost: $1037.70 API-equivalent
- Sessions: 541
- Tracking: 2026-08-10 to 2026-09-07

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

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 2.0 | 3.1 | no | agents running at once |
| depth | 4.6M | 10.4M | no | tokens per session |
| sustain | 22 | 17 | yes | active days in the last 30 |
| cost | $1037.70 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **two-hands** (level 1 of 3) at 10, earned 2026-09-07
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-07

## Milestones

- sessions: 500
- spend: 1.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 22
- Busiest day: 2026-08-25 at 475.8M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-sonnet-5 | 2.87B | $869.52 |
| codex | gpt-5.6-sol | 270.2M | $166.44 |
| codex | codex-auto-review | 7.2M | $0.30 |
| claude | claude-sonnet-4-5-20250929 | 1.7M | $1.06 |
| claude | claude-haiku-4-5-20251001 | 919.4K | $0.37 |
| codex | gpt-5.6-luna | 254.6K | $0.02 |

## Token breakdown

- Uncached input: 11.5M
- Cached input: 3.07B
- Cache write 5m: 18.9M
- Cache write 1h: 34.8M
- Output: 13.4M
- Reasoning output: 5.1M

Published voluntarily by the account holder. Source: https://superset.sh/adam-melow