---
title: "Tom Redman 123 (@redman)"
description: "Rank #584 of 2501 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/redman
last-updated: 2026-10-26
---

# Tom Redman 123 (@redman)

Rank #584 of 2501 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/redman

## Standing

- Rank: #584 of 2501
- Tier: Operator
- Tokens: 27.95B all time
- Cost: $16185.38 API-equivalent
- Sessions: 1213
- Tracking: 2026-07-29 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 | 2.0 | 5.5 | no | agents running at once |
| depth | 34.1M | 23.3M | yes | tokens per session |
| output | 16.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 21 | 24 | no | active days in the last 30 |
| cost | $118.36 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 1 of 3) at $750, earned 2026-10-07
- **ship-it** (level 2 of 4) at 10, earned 2026-10-07
- **two-hands** (level 1 of 3) at 10, earned 2026-10-07
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-10-07

## Milestones

- sessions: 500
- spend: 10.0K
- tokens: 10.00B

## Contributions

- Active days in the last year: 65
- Busiest day: 2026-09-30 at 2.45B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 18.53B | $6283.09 |
| claude | claude-fable-5-1 | 4.29B | $4211.48 |
| claude | claude-fable-5 | 2.62B | $3862.14 |
| claude | claude-opus-5 | 2.24B | $1625.16 |
| claude | claude-opus-4-8 | 162.1M | $161.58 |
| codex | codex-auto-review | 69.5M | $1.60 |
| claude | claude-sonnet-5-5 | 18.0M | $8.91 |
| codex | gpt-6-astra | 12.0M | $19.90 |

## Token breakdown

- Uncached input: 11.5M
- Cached input: 27.38B
- Cache write 5m: 233.8M
- Cache write 1h: 222.8M
- Output: 99.8M
- Reasoning output: 49.9M

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