---
title: "Beks Mambetov (@beks)"
description: "Rank #1294 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/beks
last-updated: 2026-10-26
---

# Beks Mambetov (@beks)

Rank #1294 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/beks

## Standing

- Rank: #1294 of 2498
- Tier: Button pusher
- Tokens: 9.07B all time
- Cost: $6218.19 API-equivalent
- Sessions: 467
- Tracking: 2026-07-29 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. 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 | 9.3M | 10.4M | no | tokens per session |
| output | 3.5 | 2.1 | yes | agent PRs merged per week |
| sustain | 26 | 17 | yes | active days in the last 30 |
| cost | $49.52 | <= $315.60 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-09-07
- **ship-it** (level 2 of 4) at 10, earned 2026-09-07
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-07

## Milestones

- sessions: 100
- spend: 1.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 77
- Busiest day: 2026-09-22 at 1.83B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 6.04B | $4240.51 |
| claude | claude-opus-5-5 | 2.17B | $1338.49 |
| claude | claude-opus-4-8 | 662.4M | $535.95 |
| claude | claude-sonnet-5 | 184.7M | $97.99 |
| codex | gpt-5.5 | 6.1M | $2.27 |
| claude | claude-haiku-4-5-20251001 | 3.3M | $1.61 |
| claude | claude-sonnet-5-5 | 2.6M | $0.95 |
| claude | claude-haiku-5-5 | 462.8K | $0.44 |

## Token breakdown

- Uncached input: 748.5K
- Cached input: 8.87B
- Cache write 5m: 40.7M
- Cache write 1h: 142.1M
- Output: 20.7M
- Reasoning output: 5.5M

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