---
title: "Akshat katiyar (@yellowfox)"
description: "Rank #1288 of 1518 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/yellowfox
last-updated: 2026-09-15
---

# Akshat katiyar (@yellowfox)

Rank #1288 of 1518 on the Superset leaderboard, tier 1.

URL: https://superset.sh/yellowfox

## Standing

- Rank: #1288 of 1518
- Tier: Button pusher
- Tokens: 798.5M all time
- Cost: $156.07 API-equivalent
- Sessions: 225
- Tracking: 2026-08-29 to 2026-09-15

## 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 3 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.3 | 3.1 | no | agents running at once |
| depth | 3.1M | 10.4M | no | tokens per session |
| sustain | 12 | 17 | no | active days in the last 30 |

## Achievements

- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-15

## Milestones

- sessions: 100
- spend: 100
- tokens: 100.0M

## Contributions

- Active days in the last year: 12
- Busiest day: 2026-09-13 at 168.7M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| pi | gpt-5.6-luna | 271.2M | $12.02 |
| pi | muse-spark-1.3-contributor | 94.7M | $0.73 |
| pi | gemini-3.8-flash | 76.8M | $2.42 |
| pi | swe-2-max | 59.0M | $32.23 |
| pi | gpt-6-astra | 52.0M | $43.50 |
| devin | gpt-5-6-sol-max | 41.9M | $8.33 |
| pi | deepseek-v4.1-flash | 37.6M | $0.47 |
| pi | gpt-5.6-sol | 36.7M | $24.29 |

## Token breakdown

- Uncached input: 29.5M
- Cached input: 757.0M
- Cache write 5m: 8.7M
- Cache write 1h: 0
- Output: 3.3M
- Reasoning output: 143.4K

Published voluntarily by the account holder. Source: https://superset.sh/yellowfox