---
title: "Taylor Gibb (@taylorgibb)"
description: "Rank #509 of 1999 on the Superset leaderboard, tier 2."
canonical: https://superset.sh/taylorgibb
last-updated: 2026-10-01
---

# Taylor Gibb (@taylorgibb)

Rank #509 of 1999 on the Superset leaderboard, tier 2.

URL: https://superset.sh/taylorgibb

## Standing

- Rank: #509 of 1999
- Tier: Operator
- Tokens: 17.79B all time
- Cost: $11326.76 API-equivalent
- Sessions: 1017
- Tracking: 2026-07-30 to 2026-10-01

## 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 | 1.5 | 5.5 | no | agents running at once |
| depth | 14.3M | 23.3M | no | tokens per session |
| output | 4.5 | 6.0 | no | agent PRs merged per week |
| sustain | 30 | 24 | yes | active days in the last 30 |
| cost | $349.33 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 1 of 3) at $750, earned 2026-10-01
- **ship-it** (level 2 of 4) at 10, earned 2026-10-01
- **thirty** (level 1 of 3) at 30, earned 2026-10-01
- **two-hands** (level 1 of 3) at 10, earned 2026-10-01
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-10-01

## Milestones

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

## Contributions

- Active days in the last year: 46
- Busiest day: 2026-09-29 at 3.44B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 5.23B | $1853.85 |
| claude | claude-opus-5 | 5.00B | $4107.02 |
| claude | claude-sonnet-5-5 | 3.06B | $831.96 |
| claude | claude-fable-5-1 | 2.02B | $1583.61 |
| codex | gpt-6-astra | 1.94B | $2721.09 |
| codex | gpt-5.6-sol | 321.6M | $192.00 |
| codex | gpt-6-sol | 126.2M | $30.42 |
| codex | gpt-5.6-luna | 84.3M | $2.13 |

## Token breakdown

- Uncached input: 64.0M
- Cached input: 17.34B
- Cache write 5m: 149.4M
- Cache write 1h: 178.9M
- Output: 53.8M
- Reasoning output: 18.3M

Published voluntarily by the account holder. Source: https://superset.sh/taylorgibb