---
title: "Raman Barkholenka (@janitor)"
description: "Rank #552 of 2498 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/janitor
last-updated: 2026-10-26
---

# Raman Barkholenka (@janitor)

Rank #552 of 2498 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/janitor

## Standing

- Rank: #552 of 2498
- Tier: Operator
- Tokens: 29.60B all time
- Cost: $23011.52 API-equivalent
- Sessions: 2448
- Tracking: 2026-08-24 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 5 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 3.0 | 5.5 | no | agents running at once |
| depth | 14.2M | 23.3M | no | tokens per session |
| output | 23.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 29 | 24 | yes | active days in the last 30 |
| cost | $159.62 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 3 of 3) at $100, earned 2026-09-16
- **run-01**, earned 2026-09-16
- **ship-it** (level 2 of 4) at 10, earned 2026-09-16
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-16

## Milestones

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

## Contributions

- Active days in the last year: 50
- Busiest day: 2026-10-14 at 1.67B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-6-astra | 8.34B | $10400.86 |
| claude | claude-opus-5-5 | 5.79B | $1956.93 |
| claude | claude-opus-5 | 3.19B | $2453.83 |
| codex | gpt-6-sol | 2.69B | $478.98 |
| claude | claude-fable-5-1 | 2.44B | $2540.11 |
| cursor | cursor-grok-4.6-high | 2.26B | $1363.65 |
| codex | gpt-5.6-sol | 1.84B | $1015.60 |
| claude | claude-fable-5 | 1.16B | $1724.68 |

## Token breakdown

- Uncached input: 373.4M
- Cached input: 28.90B
- Cache write 5m: 32.1M
- Cache write 1h: 196.3M
- Output: 102.4M
- Reasoning output: 28.7M

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