---
title: "Naum Shapkarovski (@naum-builders)"
description: "Rank #299 of 1114 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/naum-builders
last-updated: 2026-09-07
---

# Naum Shapkarovski (@naum-builders)

Rank #299 of 1114 on the Superset leaderboard, tier 1.

URL: https://superset.sh/naum-builders

## Standing

- Rank: #299 of 1114
- Tier: Button pusher
- Tokens: 11.42B all time
- Cost: $7130.50 API-equivalent
- Sessions: 82
- Tracking: 2026-08-05 to 2026-09-06

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

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 3.1 | no | agents running at once |
| depth | 143.1M | 10.4M | yes | tokens per session |
| sustain | 26 | 17 | yes | active days in the last 30 |

## Achievements

- **whole-task** (level 3 of 3) at 40.0M, earned 2026-09-07

## Milestones

- spend: 1.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 30
- Busiest day: 2026-09-04 at 1.08B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 9.93B | $6050.99 |
| claude | claude-opus-4-8 | 1.49B | $1079.42 |
| claude | claude-haiku-4-5-20251001 | 75.0K | $0.08 |

## Token breakdown

- Uncached input: 86.6K
- Cached input: 11.30B
- Cache write 5m: 1.1M
- Cache write 1h: 99.1M
- Output: 19.3M
- Reasoning output: 5.3M

Published voluntarily by the account holder. Source: https://superset.sh/naum-builders