---
title: "mSc2110 (@msc2110)"
description: "Rank #290 of 2498 on the Paradev leaderboard, tier 1."
canonical: https://paradev.com/msc2110
last-updated: 2026-10-26
---

# mSc2110 (@msc2110)

Rank #290 of 2498 on the Paradev leaderboard, tier 1.

URL: https://paradev.com/msc2110

## Standing

- Rank: #290 of 2498
- Tier: Button pusher
- Tokens: 51.96B all time
- Cost: $40192.46 API-equivalent
- Sessions: 3260
- Tracking: 2026-07-30 to 2026-10-14

## 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 | 15.4M | 10.4M | yes | tokens per session |
| sustain | 27 | 17 | yes | active days in the last 30 |
| cost | $1631.98 | <= $315.60 | no | USD per merged PR, lower is better |

## Achievements

- **thirty** (level 1 of 3) at 30, earned 2026-09-07
- **two-hands** (level 1 of 3) at 10, 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: 74
- Busiest day: 2026-09-02 at 3.03B tokens

## Models

| Provider | Model | Tokens | Cost |
| --- | --- | --- | --- |
| claude | claude-opus-5 | 33.38B | $22575.22 |
| codex | gpt-6-astra | 5.34B | $6350.61 |
| claude | claude-fable-5 | 3.96B | $5353.02 |
| claude | claude-opus-5-5 | 2.91B | $1628.75 |
| claude | claude-fable-5-1 | 2.47B | $2402.94 |
| codex | gpt-5.6-sol | 2.14B | $1519.65 |
| codex | gpt-6.1-sol | 857.6M | $223.15 |
| codex | codex-auto-review | 309.8M | $8.84 |

## Token breakdown

- Uncached input: 178.4M
- Cached input: 51.02B
- Cache write 5m: 296.3M
- Cache write 1h: 311.1M
- Output: 152.0M
- Reasoning output: 29.5M

Published voluntarily by the account holder. Source: https://paradev.com/msc2110