---
title: "Shubham Gupta (@jarvis77)"
description: "Rank #1744 of 2501 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/jarvis77
last-updated: 2026-10-26
---

# Shubham Gupta (@jarvis77)

Rank #1744 of 2501 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/jarvis77

## Standing

- Rank: #1744 of 2501
- Tier: Button pusher
- Tokens: 4.36B all time
- Cost: $3689.05 API-equivalent
- Sessions: 651
- Tracking: 2026-07-29 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 | 1.3 | 3.1 | no | agents running at once |
| depth | 6.1M | 10.4M | no | tokens per session |
| output | 5.0 | 2.1 | yes | agent PRs merged per week |
| sustain | 18 | 17 | yes | active days in the last 30 |
| cost | $45.34 | <= $315.60 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 1 of 3) at $750, earned 2026-09-07
- **ship-it** (level 1 of 4) at 1, earned 2026-09-07
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-07

## Milestones

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

## Contributions

- Active days in the last year: 61
- Busiest day: 2026-09-16 at 288.4M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-4-8 | 1.72B | $1743.23 |
| opencode | claude-opus-5.5 | 1.17B | $892.47 |
| opencode | claude-opus-5 | 822.8M | $674.00 |
| claude | claude-sonnet-5 | 446.4M | $250.76 |
| opencode | gpt-5.6-sol | 167.1M | $100.81 |
| codex | gpt-5.6-sol | 27.5M | $17.47 |
| claude | claude-haiku-4-5-20251001 | 5.6M | $7.64 |
| opencode | kimi-k3 | 3.4M | $2.27 |

## Token breakdown

- Uncached input: 10.6M
- Cached input: 4.09B
- Cache write 5m: 158.7M
- Cache write 1h: 87.9M
- Output: 16.5M
- Reasoning output: 5.7M

Published voluntarily by the account holder. Source: https://paradev.com/jarvis77