---
title: "Abhi (@a8hi)"
description: "Rank #812 of 2498 on the Paradev leaderboard, tier 2."
canonical: https://paradev.com/a8hi
last-updated: 2026-10-26
---

# Abhi (@a8hi)

Rank #812 of 2498 on the Paradev leaderboard, tier 2.

URL: https://paradev.com/a8hi

## Standing

- Rank: #812 of 2498
- Tier: Operator
- Tokens: 18.78B all time
- Cost: $12955.58 API-equivalent
- Sessions: 962
- Tracking: 2026-08-02 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. 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 | 1.0 | 5.5 | no | agents running at once |
| depth | 16.9M | 23.3M | no | tokens per session |
| output | 5.0 | 6.0 | no | agent PRs merged per week |
| sustain | 29 | 24 | yes | active days in the last 30 |
| cost | $120.13 | <= $104.48 | no | USD per merged PR, lower is better |

## Achievements

- **ship-it** (level 1 of 4) at 1, earned 2026-09-07
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-07

## Milestones

- sessions: 100
- spend: 1.0K
- tokens: 1.00B

## Contributions

- Active days in the last year: 74
- Busiest day: 2026-10-15 at 757.4M tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5-5 | 7.99B | $3182.03 |
| claude | claude-fable-5 | 3.57B | $4664.38 |
| claude | claude-opus-5 | 3.53B | $2221.26 |
| claude | claude-fable-5-1 | 3.31B | $2521.72 |
| codex | gpt-5.6-sol | 224.7M | $170.57 |
| codex | gpt-6-astra | 104.1M | $171.56 |
| codex | gpt-5.6-terra | 32.4M | $11.11 |
| claude | claude-opus-4-8 | 12.5M | $11.82 |

## Token breakdown

- Uncached input: 15.2M
- Cached input: 18.46B
- Cache write 5m: 93.6M
- Cache write 1h: 152.6M
- Output: 52.8M
- Reasoning output: 13.1M

Published voluntarily by the account holder. Source: https://paradev.com/a8hi