---
title: "abyssbugg (@abyssbugg)"
description: "Rank #2062 of 2499 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/abyssbugg
last-updated: 2026-10-26
---

# abyssbugg (@abyssbugg)

Rank #2062 of 2499 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/abyssbugg

## Standing

- Rank: #2062 of 2499
- Tier: Button pusher
- Tokens: 1.96B all time
- Cost: $624.70 API-equivalent
- Sessions: 347
- Tracking: 2026-08-03 to 2026-10-18

## 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 | 1.0 | 3.1 | no | agents running at once |
| depth | 6.4M | 10.4M | no | tokens per session |
| sustain | 23 | 17 | yes | active days in the last 30 |

## Achievements

- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-21

## Milestones

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

## Contributions

- Active days in the last year: 49
- Busiest day: 2026-10-02 at 241.6M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| opencode | muse-spark-1.3-contributor-free | 550.6M | $14.52 |
| grok | grok-4.6 | 271.6M | $85.56 |
| codex | gpt-5.6-sol | 221.4M | $157.18 |
| codex | gpt-5.5 | 193.1M | $49.71 |
| opencode | space-bunny-free | 167.8M | $2.24 |
| cursor | cursor-grok-4.6-high-fast | 109.3M | $148.38 |
| codex | gpt-5.6-terra | 80.8M | $30.61 |
| codex | clinepass/kimi-k3 | 62.5M | $12.54 |

## Token breakdown

- Uncached input: 272.4M
- Cached input: 1.68B
- Cache write 5m: 2.9M
- Cache write 1h: 19.6K
- Output: 5.4M
- Reasoning output: 2.0M

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