---
title: "Sam Williams (@sam899)"
description: "Rank #113 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/sam899
last-updated: 2026-10-26
---

# Sam Williams (@sam899)

Rank #113 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/sam899

## Standing

- Rank: #113 of 2498
- Tier: Button pusher
- Tokens: 90.56B all time
- Cost: $32529.92 API-equivalent
- Sessions: 3371
- Tracking: 2026-08-14 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. 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 | 2.0 | 3.1 | no | agents running at once |
| depth | 8.9M | 10.4M | no | tokens per session |
| output | 1.0 | 2.1 | no | agent PRs merged per week |
| sustain | 17 | 17 | yes | active days in the last 30 |
| cost | $906.14 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-09-12
- **run-01**, earned 2026-09-12
- **two-hands** (level 1 of 3) at 10, earned 2026-09-12
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-12

## Milestones

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

## Contributions

- Active days in the last year: 59
- Busiest day: 2026-08-26 at 5.36B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-sonnet-5 | 58.23B | $14522.65 |
| claude | claude-opus-5 | 20.99B | $14201.81 |
| claude | claude-opus-5-5 | 11.24B | $3733.21 |
| claude | claude-opus-4-8 | 71.4M | $60.72 |
| claude | claude-sonnet-5-5 | 23.4M | $7.03 |
| claude | claude-haiku-4-5-20251001 | 3.3M | $3.20 |
| claude | claude-haiku-5-5 | 1.7M | $1.29 |

## Token breakdown

- Uncached input: 452.7K
- Cached input: 89.14B
- Cache write 5m: 722.2M
- Cache write 1h: 565.9M
- Output: 128.8M
- Reasoning output: 48.1M

Published voluntarily by the account holder. Source: https://paradev.com/sam899