---
title: "Beks Mambetov (@beks)"
description: "Rank #684 of 1114 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/beks
last-updated: 2026-09-07
---

# Beks Mambetov (@beks)

Rank #684 of 1114 on the Superset leaderboard, tier 1.

URL: https://superset.sh/beks

## Standing

- Rank: #684 of 1114
- Tier: Button pusher
- Tokens: 3.10B all time
- Cost: $2297.32 API-equivalent
- Sessions: 223
- Tracking: 2026-07-29 to 2026-09-04

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

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 3.1 | no | agents running at once |
| depth | 12.5M | 10.4M | yes | tokens per session |
| output | 3.0 | 2.1 | yes | agent PRs merged per week |
| sustain | 24 | 17 | yes | active days in the last 30 |
| cost | $151.61 | <= $315.60 | yes | USD per merged PR, lower is better |

## Contributions

- Active days in the last year: 32
- Busiest day: 2026-08-11 at 377.0M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 2.71B | $1980.43 |
| claude | claude-opus-4-8 | 202.1M | $217.33 |
| claude | claude-sonnet-5 | 179.7M | $95.88 |
| codex | gpt-5.5 | 6.1M | $2.27 |
| claude | claude-haiku-4-5-20251001 | 3.1M | $1.41 |

## Token breakdown

- Uncached input: 704.8K
- Cached input: 3.02B
- Cache write 5m: 10.5M
- Cache write 1h: 59.1M
- Output: 8.0M
- Reasoning output: 1.5M

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