---
title: "Oleg Topchiy (@thedotedge)"
description: "Rank #1493 of 2501 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/thedotedge
last-updated: 2026-10-26
---

# Oleg Topchiy (@thedotedge)

Rank #1493 of 2501 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/thedotedge

## Standing

- Rank: #1493 of 2501
- Tier: Operator
- Tokens: 6.74B all time
- Cost: $3202.77 API-equivalent
- Sessions: 1348
- 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. 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 | 2.0 | 5.5 | no | agents running at once |
| depth | 6.1M | 23.3M | no | tokens per session |
| output | 7.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 29 | 24 | yes | active days in the last 30 |
| cost | $63.61 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 3 of 3) at $100, earned 2026-10-23
- **ship-it** (level 2 of 4) at 10, earned 2026-10-23
- **two-hands** (level 1 of 3) at 10, earned 2026-10-23
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-10-23

## Milestones

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

## Contributions

- Active days in the last year: 61
- Busiest day: 2026-10-23 at 524.5M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 5.44B | $2259.27 |
| claude | claude-opus-5 | 855.7M | $589.91 |
| claude | claude-fable-5-1 | 125.4M | $146.95 |
| claude | claude-sonnet-5-5 | 121.8M | $57.15 |
| cursor | grok-bot-default | 114.2M | $71.29 |
| claude | claude-sonnet-5 | 29.1M | $13.42 |
| cursor | default | 15.2M | $30.31 |
| codex | gpt-6-astra | 12.4M | $25.45 |

## Token breakdown

- Uncached input: 12.1M
- Cached input: 6.51B
- Cache write 5m: 131.1M
- Cache write 1h: 67.8M
- Output: 17.3M
- Reasoning output: 4.8M

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