---
title: "Jan Czalbowski (@czalbia)"
description: "Rank #134 of 1122 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/czalbia
last-updated: 2026-09-07
---

# Jan Czalbowski (@czalbia)

Rank #134 of 1122 on the Superset leaderboard, tier 1.

URL: https://superset.sh/czalbia

## Standing

- Rank: #134 of 1122
- Tier: Button pusher
- Tokens: 22.41B all time
- Cost: $15041.68 API-equivalent
- Sessions: 128
- Tracking: 2026-08-04 to 2026-08-31

## 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 | 1.0 | 3.1 | no | agents running at once |
| depth | 103.8M | 10.4M | yes | tokens per session |
| sustain | 23 | 17 | yes | active days in the last 30 |
| cost | $15041.68 | <= $315.60 | no | USD per merged PR, lower is better |

## Contributions

- Active days in the last year: 23
- Busiest day: 2026-08-31 at 10.47B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-5.6-sol | 21.44B | $14992.67 |
| codex | unknown | 905.9M | $22.24 |
| codex | codex-auto-review | 55.0M | $2.08 |
| claude | claude-fable-5 | 4.2M | $20.43 |
| claude | claude-opus-4-8 | 4.0M | $4.27 |

## Token breakdown

- Uncached input: 644.7M
- Cached input: 21.72B
- Cache write 5m: 0
- Cache write 1h: 880.4K
- Output: 50.8M
- Reasoning output: 18.0M

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