---
title: "m1heng (@m1h3ng)"
description: "Rank #57 of 2502 on the Paradev leaderboard, tier 3."
canonical: https://paradev.com/m1h3ng
last-updated: 2026-10-26
---

# m1heng (@m1h3ng)

Rank #57 of 2502 on the Paradev leaderboard, tier 3.

URL: https://paradev.com/m1h3ng

## Standing

- Rank: #57 of 2502
- Tier: Plant Manager
- Tokens: 126.27B all time
- Cost: $79171.15 API-equivalent
- Sessions: 4385
- 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. Henry Ford 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 | 4.5 | 6.2 | no | agents running at once |
| depth | 25.2M | 27.9M | no | tokens per session |
| output | 23.5 | 7.5 | yes | agent PRs merged per week |
| sustain | 30 | 26 | yes | active days in the last 30 |
| cost | $223.84 | <= $81.72 | no | USD per merged PR, lower is better |

## Achievements

- **efficient** (level 2 of 3) at $300, earned 2026-09-07
- **plant-floor** (level 1 of 3) at 10, earned 2026-09-07
- **ship-it** (level 3 of 4) at 100, earned 2026-09-07
- **thirty** (level 1 of 3) at 30, earned 2026-09-07
- **two-hands** (level 2 of 3) at 30, earned 2026-09-07
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-07

## Milestones

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

## Contributions

- Active days in the last year: 90
- Busiest day: 2026-09-30 at 8.33B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 69.78B | $24736.83 |
| codex | gpt-5.6-sol | 26.09B | $18389.66 |
| claude | claude-fable-5 | 12.80B | $20017.58 |
| claude | claude-fable-5-1 | 7.31B | $6769.20 |
| claude | claude-opus-5 | 4.24B | $3496.09 |
| codex | gpt-6-astra | 3.49B | $5150.36 |
| claude | claude-sonnet-5 | 955.0M | $344.60 |
| claude | deepseek-v4-flash | 474.5M | $46.56 |

## Token breakdown

- Uncached input: 870.0M
- Cached input: 123.30B
- Cache write 5m: 1.25B
- Cache write 1h: 526.0M
- Output: 332.0M
- Reasoning output: 127.6M

Published voluntarily by the account holder. Source: https://paradev.com/m1h3ng