---
title: "Andrey Golovanov (@networmix)"
description: "Rank #423 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/networmix
last-updated: 2026-10-26
---

# Andrey Golovanov (@networmix)

Rank #423 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/networmix

## Standing

- Rank: #423 of 2498
- Tier: Button pusher
- Tokens: 38.26B all time
- Cost: $16122.74 API-equivalent
- Sessions: 1491
- Tracking: 2026-08-22 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 | 3.0 | 3.1 | no | agents running at once |
| depth | 36.7M | 10.4M | yes | tokens per session |
| output | 1.0 | 2.1 | no | agent PRs merged per week |
| sustain | 24 | 17 | yes | active days in the last 30 |
| cost | $1603.44 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **ship-it** (level 1 of 4) at 1, earned 2026-09-20
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-20

## Milestones

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

## Contributions

- Active days in the last year: 41
- Busiest day: 2026-10-11 at 3.75B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 28.28B | $8912.47 |
| codex | gpt-6.1-sol | 3.81B | $902.97 |
| claude | claude-fable-5-1 | 2.29B | $1695.75 |
| codex | gpt-6-astra | 2.21B | $3551.30 |
| claude | claude-opus-5 | 1.15B | $851.30 |
| muse | muse-wonder-1.0 | 329.1M | $1.68 |
| claude | claude-fable-5 | 120.5M | $197.43 |
| codex | codex-auto-review | 57.7M | $2.04 |

## Token breakdown

- Uncached input: 184.3M
- Cached input: 37.66B
- Cache write 5m: 105.8M
- Cache write 1h: 194.3M
- Output: 116.4M
- Reasoning output: 48.8M

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