---
title: "Billie M (@billie)"
description: "Rank #571 of 1618 on the Superset leaderboard, tier 2."
canonical: https://superset.sh/billie
last-updated: 2026-09-18
---

# Billie M (@billie)

Rank #571 of 1618 on the Superset leaderboard, tier 2.

URL: https://superset.sh/billie

## Standing

- Rank: #571 of 1618
- Tier: Operator
- Tokens: 10.16B all time
- Cost: $5007.64 API-equivalent
- Sessions: 1213
- Tracking: 2026-08-20 to 2026-09-18

## 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 | 7.5M | 23.3M | no | tokens per session |
| output | 21.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 21 | 24 | no | active days in the last 30 |
| cost | $40.38 | <= $104.48 | yes | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 3 of 3) at $100, earned 2026-09-18
- **plant-floor** (level 1 of 3) at 10, earned 2026-09-18
- **run-01**, earned 2026-09-18
- **ship-it** (level 3 of 4) at 100, earned 2026-09-18
- **two-hands** (level 1 of 3) at 10, earned 2026-09-18
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-18

## Milestones

- sessions: 1.0K
- spend: 1.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 21
- Busiest day: 2026-08-27 at 2.06B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-sonnet-5 | 5.68B | $1599.10 |
| claude | claude-opus-5 | 4.45B | $3356.00 |
| claude | claude-fable-5 | 26.9M | $48.62 |
| codex | gpt-6-astra | 1.2M | $2.93 |
| codex | gpt-5.6-sol | 615.3K | $0.62 |
| claude | claude-haiku-4-5-20251001 | 418.0K | $0.37 |

## Token breakdown

- Uncached input: 353.9K
- Cached input: 9.95B
- Cache write 5m: 79.9M
- Cache write 1h: 91.4M
- Output: 39.7M
- Reasoning output: 14.9M

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