---
title: "Karl (@karl-qodia)"
description: "Rank #734 of 1415 on the Superset leaderboard, tier 1."
canonical: https://superset.sh/karl-qodia
last-updated: 2026-09-11
---

# Karl (@karl-qodia)

Rank #734 of 1415 on the Superset leaderboard, tier 1.

URL: https://superset.sh/karl-qodia

## Standing

- Rank: #734 of 1415
- Tier: Button pusher
- Tokens: 5.00B all time
- Cost: $3714.96 API-equivalent
- Sessions: 414
- Tracking: 2026-08-31 to 2026-09-11

## 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 | 3.0 | 3.1 | no | agents running at once |
| depth | 13.3M | 10.4M | yes | tokens per session |
| output | 0.5 | 2.1 | no | agent PRs merged per week |
| sustain | 10 | 17 | no | active days in the last 30 |
| cost | $1238.32 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **ship-it** (level 1 of 4) at 1, earned 2026-09-11
- **two-hands** (level 1 of 3) at 10, earned 2026-09-11
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-11

## Milestones

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

## Contributions

- Active days in the last year: 10
- Busiest day: 2026-09-10 at 797.0M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 3.84B | $2597.45 |
| claude | claude-fable-5-1 | 463.2M | $581.56 |
| codex | gpt-5.6-sol | 274.2M | $175.13 |
| claude | claude-fable-5 | 251.6M | $296.81 |
| claude | claude-sonnet-5 | 145.1M | $51.34 |
| codex | gpt-5.6-luna | 24.2M | $0.69 |
| codex | gpt-6-astra | 8.8M | $11.69 |
| codex | gpt-5.6-terra | 412.0K | $0.25 |

## Token breakdown

- Uncached input: 11.9M
- Cached input: 4.90B
- Cache write 5m: 38.3M
- Cache write 1h: 40.4M
- Output: 16.9M
- Reasoning output: 6.4M

Published voluntarily by the account holder. Source: https://superset.sh/karl-qodia