# Ling 3.0 Flash Fin vs mai-experimental-test - AI Model Comparison

- Page: https://opencode.ai/data/compare/inclusionai/ling-3-0-flash-fin/unknown/mai-experimental-test
- Updated: 2026-10-02T09:36:21.000Z

|  | Ling 3.0 Flash Fin | mai-experimental-test |
| --- | --- | --- |
| Lab | inclusionAI | Unknown |
| Context window | 262K | - |
| Max output | 33K | - |
| Input modalities | text | - |
| Reasoning | Yes | - |
| Tool calling | Yes | - |
| Open weights | No | - |
| Release date | 2026-08-27 | - |
| Input price per 1M tokens | $0.07 | - |
| Output price per 1M tokens | $0.22 | - |
| Cached input price per 1M tokens | $0.01 | - |
| OpenCode tokens: past 2 months | 2.4T | 203B |
| Share of all tokens | 0.3% | 0.0% |
| Rank by tokens last week | #17 | #19 |
| Unique users | 129K | 53K |
| Weekly retention | - | - |

Model pages: [Ling 3.0 Flash Fin](https://opencode.ai/data/inclusionai/ling-3-0-flash-fin.md), [mai-experimental-test](https://opencode.ai/data/unknown/mai-experimental-test.md)

## Methodology

- Updates: Aggregated every hour. Days and weeks use UTC.
- Tokens: Input, output, reasoning, and cached tokens for each request.
- Users and sessions: Approximate counts of distinct users and OpenCode sessions.
- Cost: Session cost is the average cost per OpenCode session. Token prices are list prices from the OpenCode model catalog.
- Retention: The share of a model's users in one week who use it again the next week.
- Citation: Cite OpenCode Data (opencode.ai/data) with the update time shown at the top of the page.