---
title: "sbenykh (@sbenykh)"
description: "Rank #2038 of 2502 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/sbenykh
last-updated: 2026-10-26
---

# sbenykh (@sbenykh)

Rank #2038 of 2502 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/sbenykh

## Standing

- Rank: #2038 of 2502
- Tier: Button pusher
- Tokens: 2.16B all time
- Cost: $844.60 API-equivalent
- Sessions: 343
- Tracking: 2026-08-02 to 2026-10-21

## 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 | 2.3M | 10.4M | no | tokens per session |
| sustain | 30 | 17 | yes | active days in the last 30 |

## Achievements

- **whole-task** (level 1 of 3) at 2.5M, earned 2026-10-08

## Milestones

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

## Contributions

- Active days in the last year: 43
- Busiest day: 2026-10-05 at 341.4M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 1.17B | $481.67 |
| codex | gpt-6.1-sol | 372.7M | $102.22 |
| codex | gpt-5.6-sol | 165.4M | $121.01 |
| codex | gpt-5.6-luna | 146.8M | $4.86 |
| codex | gpt-6-sol | 93.8M | $27.94 |
| codex | codex-auto-review | 55.0M | $1.25 |
| codex | gpt-6-astra | 41.8M | $84.93 |
| claude | claude-haiku-5-5 | 38.9M | $6.97 |

## Token breakdown

- Uncached input: 48.2M
- Cached input: 2.08B
- Cache write 5m: 1.8M
- Cache write 1h: 22.9M
- Output: 10.3M
- Reasoning output: 3.5M

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