---
title: "Tobi (@tobi)"
description: "Rank #2147 of 2502 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/tobi
last-updated: 2026-10-26
---

# Tobi (@tobi)

Rank #2147 of 2502 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/tobi

## Standing

- Rank: #2147 of 2502
- Tier: Button pusher
- Tokens: 1.43B all time
- Cost: $55.00 API-equivalent
- Sessions: 187
- Tracking: 2026-08-22 to 2026-09-24

## Links

- X: https://x.com/tobi_builder

## 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 4 axes, measured over the trailing 30 days.

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 1.0 | 3.1 | no | agents running at once |
| depth | 9.4M | 10.4M | no | tokens per session |
| sustain | 15 | 17 | no | active days in the last 30 |
| cost | $15.63 | <= $315.60 | yes | USD per merged PR, lower is better |

## Achievements

- **whole-task** (level 1 of 3) at 2.5M, earned 2026-09-20

## Milestones

- sessions: 100
- tokens: 100.0M

## Contributions

- Active days in the last year: 18
- Busiest day: 2026-09-22 at 264.8M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| opencode | big-pickle | 751.7M | $24.14 |
| opencode | muse-spark-1.3-contributor-free | 574.3M | $16.19 |
| pi | muse-spark-1.2-contributor-free | 24.8M | $0.66 |
| grok | grok-4.6 | 23.5M | $6.85 |
| grok | grok-4.5 | 22.1M | $5.53 |
| opencode | muse-spark-1.2-contributor-free | 17.2M | $0.42 |
| opencode | nemotron-3-ultra-free | 10.1M | $0.53 |
| opencode | openrouter/free | 2.2M | $0.39 |

## Token breakdown

- Uncached input: 66.6M
- Cached input: 1.36B
- Cache write 5m: 0
- Cache write 1h: 0
- Output: 6.8M
- Reasoning output: 758.5K

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