---
title: "Ranvir Deshmukh  (@ranvir-deshmukh)"
description: "Rank #2204 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/ranvir-deshmukh
last-updated: 2026-10-26
---

# Ranvir Deshmukh  (@ranvir-deshmukh)

Rank #2204 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/ranvir-deshmukh

## Standing

- Rank: #2204 of 2498
- Tier: Button pusher
- Tokens: 1.16B all time
- Cost: $1619.29 API-equivalent
- Sessions: 163
- Tracking: 2026-08-01 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 | 5.9M | 10.4M | no | tokens per session |
| output | 1.0 | 2.1 | no | agent PRs merged per week |
| sustain | 15 | 17 | no | active days in the last 30 |
| cost | $42.50 | <= $315.60 | yes | USD per merged PR, lower is better |

## Achievements

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

## Milestones

- spend: 1.0K
- tokens: 100.0M

## Contributions

- Active days in the last year: 41
- Busiest day: 2026-08-10 at 170.2M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-fable-5 | 782.9M | $1191.97 |
| claude | claude-fable-5-1 | 284.2M | $325.12 |
| claude | claude-opus-5 | 61.6M | $69.02 |
| claude | claude-opus-5-5 | 17.9M | $12.29 |
| codex | gpt-6-astra | 11.7M | $19.33 |
| claude | claude-opus-4-8 | 700.9K | $1.19 |
| codex | gpt-6.1-sol | 360.2K | $0.02 |
| claude | claude-haiku-4-5-20251001 | 251.7K | $0.19 |

## Token breakdown

- Uncached input: 769.6K
- Cached input: 1.13B
- Cache write 5m: 6.9M
- Cache write 1h: 22.2M
- Output: 4.4M
- Reasoning output: 681.7K

Published voluntarily by the account holder. Source: https://paradev.com/ranvir-deshmukh