---
title: "Waqas Ibrahim (@wqs-ibm)"
description: "Rank #2441 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/wqs-ibm
last-updated: 2026-10-26
---

# Waqas Ibrahim (@wqs-ibm)

Rank #2441 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/wqs-ibm

## Standing

- Rank: #2441 of 2498
- Tier: Button pusher
- Tokens: 81.8M all time
- Cost: $50.51 API-equivalent
- Sessions: 23
- Tracking: 2026-09-22 to 2026-10-09

## 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 | 49.3K | 10.4M | no | tokens per session |
| sustain | 9 | 17 | no | active days in the last 30 |

## Milestones

- tokens: 10.0M

## Contributions

- Active days in the last year: 9
- Busiest day: 2026-09-23 at 74.6M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-5.6-sol | 78.6M | $45.34 |
| codex | gpt-6-astra | 2.4M | $4.86 |
| codex | gpt-6-sol | 447.0K | $0.17 |
| codex | gpt-reserve | 251.3K | $0.01 |
| codex | gpt-5.6-luna | 32.5K | $0.00 |
| claude | claude-sonnet-5 | 26.1K | $0.09 |
| claude | claude-haiku-4-5-20251001 | 21.7K | $0.02 |
| codex | gpt-6.1-sol | 17.0K | $0.02 |

## Token breakdown

- Uncached input: 2.4M
- Cached input: 79.0M
- Cache write 5m: 0
- Cache write 1h: 30.1K
- Output: 346.5K
- Reasoning output: 136.0K

Published voluntarily by the account holder. Source: https://paradev.com/wqs-ibm