---
title: "Vishisht Choudhary (@v14)"
description: "Rank #932 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/v14
last-updated: 2026-10-26
---

# Vishisht Choudhary (@v14)

Rank #932 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/v14

## Standing

- Rank: #932 of 2498
- Tier: Button pusher
- Tokens: 15.70B all time
- Cost: $14588.32 API-equivalent
- Sessions: 33398
- Tracking: 2026-08-03 to 2026-10-18

## 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 | 2.0 | 3.1 | no | agents running at once |
| depth | 7.4M | 10.4M | no | tokens per session |
| output | 0.5 | 2.1 | no | agent PRs merged per week |
| sustain | 28 | 17 | yes | active days in the last 30 |
| cost | $1675.41 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **two-hands** (level 1 of 3) at 10, earned 2026-09-07
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-07

## Milestones

- sessions: 5.0K
- spend: 1.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 71
- Busiest day: 2026-08-29 at 729.6M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 4.47B | $2659.83 |
| claude | claude-opus-5 | 3.82B | $3015.70 |
| claude | claude-fable-5-1 | 2.79B | $3373.92 |
| claude | claude-sonnet-5 | 1.59B | $1407.44 |
| claude | claude-fable-5 | 1.34B | $2279.83 |
| codex | gpt-6-astra | 992.4M | $1103.12 |
| claude | claude-haiku-4-5-20251001 | 512.2M | $592.52 |
| codex | gpt-5.6-sol | 107.1M | $109.62 |

## Token breakdown

- Uncached input: 36.8M
- Cached input: 14.86B
- Cache write 5m: 155.6M
- Cache write 1h: 534.5M
- Output: 114.1M
- Reasoning output: 68.0M

Published voluntarily by the account holder. Source: https://paradev.com/v14