---
title: "Jan Tokic (@jan)"
description: "Rank #724 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/jan
last-updated: 2026-10-26
---

# Jan Tokic (@jan)

Rank #724 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/jan

## Standing

- Rank: #724 of 2498
- Tier: Button pusher
- Tokens: 21.50B all time
- Cost: $11036.99 API-equivalent
- Sessions: 588
- Tracking: 2026-08-09 to 2026-10-23

## 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 | 24.9M | 10.4M | yes | tokens per session |
| sustain | 26 | 17 | yes | active days in the last 30 |
| cost | $3506.80 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-07

## Milestones

- sessions: 100
- spend: 1.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 48
- Busiest day: 2026-08-09 at 7.15B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 7.43B | $3022.20 |
| codex | gpt-5.6-sol | 7.11B | $3555.26 |
| claude | claude-opus-5 | 3.12B | $2306.34 |
| codex | gpt-6-luna | 1.77B | $45.58 |
| codex | gpt-6-astra | 951.4M | $1377.84 |
| claude | claude-fable-5-1 | 666.2M | $593.03 |
| codex | gpt-6-sol | 344.3M | $38.39 |
| claude | claude-opus-4-8 | 72.7M | $71.42 |

## Token breakdown

- Uncached input: 197.6M
- Cached input: 20.98B
- Cache write 5m: 186.8M
- Cache write 1h: 91.0M
- Output: 50.1M
- Reasoning output: 17.9M

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