---
title: "Ryan Zambrano (@ryan-zambrano)"
description: "Rank #421 of 1218 on the Superset leaderboard, tier 2."
canonical: https://superset.sh/ryan-zambrano
last-updated: 2026-09-08
---

# Ryan Zambrano (@ryan-zambrano)

Rank #421 of 1218 on the Superset leaderboard, tier 2.

URL: https://superset.sh/ryan-zambrano

## Standing

- Rank: #421 of 1218
- Tier: Operator
- Tokens: 9.01B all time
- Cost: $10769.68 API-equivalent
- Sessions: 1132
- Tracking: 2026-07-29 to 2026-09-08

## 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 | 5.9M | 23.3M | no | tokens per session |
| output | 9.0 | 6.0 | yes | agent PRs merged per week |
| sustain | 27 | 24 | yes | active days in the last 30 |
| cost | $105.07 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-09-07
- **ship-it** (level 2 of 4) at 10, earned 2026-09-07
- **two-hands** (level 1 of 3) at 10, earned 2026-09-07
- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-07

## Milestones

- sessions: 1.0K
- spend: 10.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 39
- Busiest day: 2026-08-09 at 790.2M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 4.02B | $3120.94 |
| claude | claude-fable-5 | 3.45B | $5886.14 |
| claude | claude-fable-5-1 | 554.3M | $761.78 |
| codex | gpt-5.6-sol | 386.0M | $301.52 |
| codex | gpt-6-astra | 376.0M | $512.87 |
| claude | claude-sonnet-5 | 213.2M | $180.04 |
| claude | claude-sonnet-4-6 | 6.7M | $2.68 |
| codex | gpt-5.6-luna | 6.4M | $0.24 |

## Token breakdown

- Uncached input: 26.1M
- Cached input: 8.71B
- Cache write 5m: 63.5M
- Cache write 1h: 179.9M
- Output: 31.6M
- Reasoning output: 7.8M

Published voluntarily by the account holder. Source: https://superset.sh/ryan-zambrano