---
title: "chillyfish (@chillyfish)"
description: "Rank #671 of 2501 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/chillyfish
last-updated: 2026-10-26
---

# chillyfish (@chillyfish)

Rank #671 of 2501 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/chillyfish

## Standing

- Rank: #671 of 2501
- Tier: Operator
- Tokens: 23.42B all time
- Cost: $22731.97 API-equivalent
- Sessions: 3029
- Tracking: 2026-07-29 to 2026-10-14

## 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 | 2.0 | 5.5 | no | agents running at once |
| depth | 4.9M | 23.3M | no | tokens per session |
| output | 6.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 27 | 24 | yes | active days in the last 30 |
| cost | $119.76 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-09-07
- **plant-floor** (level 1 of 3) at 10, earned 2026-09-07
- **ship-it** (level 2 of 4) at 10, earned 2026-09-07
- **two-hands** (level 2 of 3) at 30, earned 2026-09-07
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-07

## Milestones

- sessions: 1.0K
- spend: 10.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 73
- Busiest day: 2026-08-03 at 854.5M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-5.6-sol | 9.78B | $6651.81 |
| claude | claude-fable-5 | 3.92B | $6314.76 |
| codex | gpt-6-astra | 2.92B | $4406.75 |
| claude | claude-opus-5 | 1.98B | $1491.21 |
| claude | claude-fable-5-1 | 1.89B | $2060.70 |
| claude | claude-opus-5-5 | 1.44B | $1106.49 |
| claude | claude-opus-4-8 | 450.3M | $313.65 |
| codex | gpt-5.6-terra | 317.8M | $92.43 |

## Token breakdown

- Uncached input: 352.6M
- Cached input: 22.66B
- Cache write 5m: 54.6M
- Cache write 1h: 281.2M
- Output: 77.8M
- Reasoning output: 26.3M

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