---
title: "Jökull Sólberg Auðunsson (@jokull)"
description: "Rank #172 of 2499 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/jokull
last-updated: 2026-10-26
---

# Jökull Sólberg Auðunsson (@jokull)

Rank #172 of 2499 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/jokull

## Standing

- Rank: #172 of 2499
- Tier: Operator
- Tokens: 73.07B all time
- Cost: $28500.38 API-equivalent
- Sessions: 4847
- Tracking: 2026-07-29 to 2026-10-26

## Links

- X: https://x.com/jokull
- Site: https://www.solberg.is

## 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 | 14.7M | 23.3M | no | tokens per session |
| output | 52.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 29 | 24 | yes | active days in the last 30 |
| cost | $63.46 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 3 of 3) at $100, earned 2026-09-07
- **ship-it** (level 2 of 4) 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: 1.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 89
- Busiest day: 2026-10-15 at 9.05B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 18.85B | $6539.41 |
| claude | claude-sonnet-5-5 | 10.32B | $3159.51 |
| codex | gpt-5.6-sol | 8.33B | $5708.74 |
| codex | gpt-6.1-sol | 7.85B | $1581.24 |
| codex | gpt-5.6-terra | 5.19B | $1518.53 |
| codex | gpt-6-astra | 5.15B | $6557.47 |
| omp | deepseek-v4-flash | 5.11B | $25.01 |
| codex | gpt-6-luna | 3.78B | $58.43 |

## Token breakdown

- Uncached input: 832.0M
- Cached input: 71.34B
- Cache write 5m: 484.2M
- Cache write 1h: 196.3M
- Output: 217.5M
- Reasoning output: 68.4M

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