---
title: "cactuscrawford (@cactucrawford)"
description: "Rank #175 of 2499 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/cactucrawford
last-updated: 2026-10-26
---

# cactuscrawford (@cactucrawford)

Rank #175 of 2499 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/cactucrawford

## Standing

- Rank: #175 of 2499
- Tier: Operator
- Tokens: 71.16B all time
- Cost: $33259.60 API-equivalent
- Sessions: 10817
- Tracking: 2026-08-06 to 2026-10-26

## 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 | 8.8M | 23.3M | no | tokens per session |
| output | 202.5 | 6.0 | yes | agent PRs merged per week |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $11.84 | <= $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 3 of 4) at 100, 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: 500
- spend: 10.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 76
- Busiest day: 2026-09-22 at 7.42B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 17.61B | $11725.15 |
| claude | claude-sonnet-5 | 10.66B | $2614.03 |
| codex | gpt-5.6-sol | 10.40B | $5631.59 |
| codex | gpt-6.1-sol | 7.42B | $1500.62 |
| claude | claude-opus-5-5 | 6.74B | $2305.08 |
| codex | gpt-5.6-terra | 4.92B | $1438.41 |
| claude | claude-sonnet-5-5 | 4.04B | $2501.13 |
| codex | gpt-6-sol | 2.25B | $465.21 |

## Token breakdown

- Uncached input: 620.8M
- Cached input: 69.52B
- Cache write 5m: 95.2M
- Cache write 1h: 715.8M
- Output: 208.9M
- Reasoning output: 87.5M

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