---
title: "Vishal Thukral (@fledgling-vish)"
description: "Rank #699 of 2505 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/fledgling-vish
last-updated: 2026-10-26
---

# Vishal Thukral (@fledgling-vish)

Rank #699 of 2505 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/fledgling-vish

## Standing

- Rank: #699 of 2505
- Tier: Operator
- Tokens: 22.35B all time
- Cost: $23314.22 API-equivalent
- Sessions: 1135
- Tracking: 2026-08-08 to 2026-09-09

## How this tier was reached

Tier is a weighted score across the axes measured for you, so a strong axis offsets a weak one. 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 | 2.5 | 5.5 | no | agents running at once |
| depth | 14.5M | 23.3M | no | tokens per session |
| sustain | 22 | 24 | no | active days in the last 30 |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-09-07
- **two-hands** (level 1 of 3) at 10, earned 2026-09-07
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-07

## Milestones

- sessions: 1.0K
- spend: 10.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 26
- Busiest day: 2026-08-18 at 4.55B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| pi | gpt-5.6-sol | 10.80B | $14238.37 |
| claude | claude-opus-5 | 5.70B | $3879.66 |
| codex | gpt-6-astra | 1.43B | $1979.49 |
| claude | claude-fable-5-1 | 1.43B | $927.80 |
| claude | claude-fable-5 | 1.38B | $1878.54 |
| claude | claude-sonnet-5 | 1.17B | $385.02 |
| codex | codex-auto-review | 329.0M | $13.01 |
| codex | gpt-5.6-luna | 90.6M | $4.01 |

## Token breakdown

- Uncached input: 215.2M
- Cached input: 21.83B
- Cache write 5m: 224.8M
- Cache write 1h: 34.3M
- Output: 45.5M
- Reasoning output: 14.0M

Published voluntarily by the account holder. Source: https://paradev.com/fledgling-vish