---
title: "Devdeep Sandhu (@ds)"
description: "Rank #148 of 2498 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/ds
last-updated: 2026-10-26
---

# Devdeep Sandhu (@ds)

Rank #148 of 2498 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/ds

## Standing

- Rank: #148 of 2498
- Tier: Operator
- Tokens: 79.61B all time
- Cost: $31244.94 API-equivalent
- Sessions: 2274
- 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. Plant Manager 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 | 2.0 | 5.5 | no | agents running at once |
| depth | 82.1M | 23.3M | yes | tokens per session |
| sustain | 27 | 24 | yes | active days in the last 30 |

## Achievements

- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-22

## Milestones

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

## Contributions

- Active days in the last year: 52
- Busiest day: 2026-10-15 at 5.58B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 74.35B | $27241.72 |
| claude | claude-opus-5 | 5.25B | $3996.60 |
| claude | claude-sonnet-5-5 | 7.1M | $5.97 |
| claude | claude-haiku-4-5-20251001 | 507.3K | $0.44 |
| claude | claude-haiku-5-5 | 251.9K | $0.22 |

## Token breakdown

- Uncached input: 328.8K
- Cached input: 78.42B
- Cache write 5m: 351.1M
- Cache write 1h: 667.4M
- Output: 163.6M
- Reasoning output: 87.1M

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