---
title: "Vivek Singh (@wolfxops)"
description: "Rank #1410 of 2504 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/wolfxops
last-updated: 2026-10-26
---

# Vivek Singh (@wolfxops)

Rank #1410 of 2504 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/wolfxops

## Standing

- Rank: #1410 of 2504
- Tier: Button pusher
- Tokens: 7.84B all time
- Cost: $4941.30 API-equivalent
- Sessions: 354
- Tracking: 2026-08-24 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 | 18.6M | 10.4M | yes | tokens per session |
| output | 1.0 | 2.1 | no | agent PRs merged per week |
| sustain | 22 | 17 | yes | active days in the last 30 |
| cost | $262.43 | <= $315.60 | yes | USD per merged PR, lower is better |

## Achievements

- **ship-it** (level 1 of 4) at 1, earned 2026-10-20
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-10-20

## Milestones

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

## Contributions

- Active days in the last year: 33
- Busiest day: 2026-10-22 at 1.14B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 3.65B | $1747.43 |
| claude | claude-fable-5-1 | 1.51B | $1826.25 |
| claude | claude-sonnet-5 | 1.50B | $518.50 |
| claude | claude-opus-5 | 790.1M | $653.59 |
| claude | claude-haiku-5-5 | 255.6M | $39.15 |
| codex | gpt-6-astra | 88.0M | $124.45 |
| claude | claude-sonnet-5-5 | 48.4M | $31.73 |
| claude | claude-haiku-4-5-20251001 | 221.2K | $0.19 |

## Token breakdown

- Uncached input: 2.6M
- Cached input: 7.53B
- Cache write 5m: 93.1M
- Cache write 1h: 192.2M
- Output: 23.0M
- Reasoning output: 8.2M

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