---
title: "jriso (@jlr131)"
description: "Rank #296 of 2504 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/jlr131
last-updated: 2026-10-26
---

# jriso (@jlr131)

Rank #296 of 2504 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/jlr131

## Standing

- Rank: #296 of 2504
- Tier: Operator
- Tokens: 51.41B all time
- Cost: $34758.20 API-equivalent
- Sessions: 7492
- Tracking: 2026-08-09 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 5 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 3.0 | 5.5 | no | agents running at once |
| depth | 6.2M | 23.3M | no | tokens per session |
| output | 20.5 | 6.0 | yes | agent PRs merged per week |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $69.68 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-09-07
- **thirty** (level 1 of 3) at 30, 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: 79
- Busiest day: 2026-09-06 at 2.01B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 32.34B | $23421.36 |
| claude | claude-opus-5-5 | 8.88B | $7228.07 |
| claude | claude-sonnet-5 | 4.11B | $1453.26 |
| claude | claude-sonnet-5-5 | 4.01B | $1537.73 |
| codex | gpt-5.6-sol | 1.58B | $968.20 |
| codex | gpt-6.1-sol | 297.7M | $14.50 |
| codex | gpt-6-sol | 54.2M | $1.91 |
| claude | claude-opus-4-6 | 49.5M | $63.86 |

## Token breakdown

- Uncached input: 79.3M
- Cached input: 50.00B
- Cache write 5m: 396.8M
- Cache write 1h: 746.6M
- Output: 188.0M
- Reasoning output: 29.5M

Published voluntarily by the account holder. Source: https://paradev.com/jlr131