---
title: "Avi Swisa (@avisw)"
description: "Rank #597 of 2498 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/avisw
last-updated: 2026-10-26
---

# Avi Swisa (@avisw)

Rank #597 of 2498 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/avisw

## Standing

- Rank: #597 of 2498
- Tier: Operator
- Tokens: 27.03B all time
- Cost: $16233.83 API-equivalent
- Sessions: 3776
- Tracking: 2026-09-06 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 | 5.8 | 5.5 | yes | agents running at once |
| depth | 7.4M | 23.3M | no | tokens per session |
| output | 45.5 | 6.0 | yes | agent PRs merged per week |
| sustain | 22 | 24 | no | active days in the last 30 |
| cost | $56.05 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-10-05
- **plant-floor** (level 1 of 3) at 10, earned 2026-10-05
- **run-01**, earned 2026-10-05
- **ship-it** (level 2 of 4) at 10, earned 2026-10-05
- **two-hands** (level 1 of 3) at 10, earned 2026-10-05
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-10-05

## Milestones

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

## Contributions

- Active days in the last year: 32
- Busiest day: 2026-10-12 at 1.95B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 18.31B | $10477.78 |
| claude | claude-opus-5 | 3.85B | $2804.59 |
| claude | claude-sonnet-5 | 1.85B | $527.86 |
| claude | claude-sonnet-5-5 | 837.3M | $302.80 |
| claude | claude-fable-5-1 | 806.6M | $469.15 |
| claude | claude-opus-4-7 | 609.2M | $1164.16 |
| codex | gpt-5.6-sol | 174.7M | $92.74 |
| claude | claude-fable-5 | 159.5M | $215.30 |

## Token breakdown

- Uncached input: 10.3M
- Cached input: 26.27B
- Cache write 5m: 456.7M
- Cache write 1h: 221.5M
- Output: 71.2M
- Reasoning output: 19.2M

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