---
title: "Berk Demir (@tibo)"
description: "Rank #95 of 1524 on the Superset leaderboard, tier 2."
canonical: https://superset.sh/tibo
last-updated: 2026-09-15
---

# Berk Demir (@tibo)

Rank #95 of 1524 on the Superset leaderboard, tier 2.

URL: https://superset.sh/tibo

## Standing

- Rank: #95 of 1524
- Tier: Operator
- Tokens: 38.87B all time
- Cost: $26486.93 API-equivalent
- Sessions: 2417
- Tracking: 2026-08-17 to 2026-09-15

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

| Axis | Current | Needed | Met | Measures |
| --- | --- | --- | --- | --- |
| width | 3.5 | 5.5 | no | agents running at once |
| depth | 16.1M | 23.3M | no | tokens per session |
| sustain | 30 | 24 | yes | active days in the last 30 |

## Achievements

- **plant-floor** (level 1 of 3) at 10, earned 2026-09-15
- **run-01**, earned 2026-09-15
- **thirty** (level 1 of 3) at 30, earned 2026-09-15
- **two-hands** (level 1 of 3) at 10, earned 2026-09-15
- **whole-task** (level 2 of 3) at 10.0M, earned 2026-09-15

## Milestones

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

## Contributions

- Active days in the last year: 30
- Busiest day: 2026-08-20 at 5.09B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| codex | gpt-5.6-sol | 20.60B | $10552.06 |
| claude | claude-opus-5 | 7.16B | $4739.56 |
| codex | gpt-6-astra | 3.49B | $4603.76 |
| claude | claude-fable-5 | 3.09B | $4432.92 |
| claude | claude-fable-5-1 | 3.03B | $1810.82 |
| claude | claude-sonnet-5 | 1.00B | $250.03 |
| codex | unknown | 259.3M | $7.06 |
| codex | codex-auto-review | 138.0M | $7.59 |

## Token breakdown

- Uncached input: 526.0M
- Cached input: 38.02B
- Cache write 5m: 114.9M
- Cache write 1h: 132.2M
- Output: 75.1M
- Reasoning output: 28.7M

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