# minimax/minimax-m2.5 @ mara

- **TrackLLM** — machine-readable twin of [endpoints/minimax2fminimax-m2.523mara.html](https://www.trackllm.net/endpoints/minimax2fminimax-m2.523mara.html). Every page on the site has a `.md` sibling at the same path; links below point at those.
- **Atom feed** of this page's detected changes: [feeds/endpoints/minimax2fminimax-m2.523mara.xml](https://www.trackllm.net/feeds/endpoints/minimax2fminimax-m2.523mara.xml)
- **JSON** this page is rendered from: [data/models/minimax2fminimax-m2.5.json](https://www.trackllm.net/data/models/minimax2fminimax-m2.5.json) (model JSON)
- **Raw data** (every collected response): https://github.com/timothee-chauvin/trackllm_data · Built 2026-09-09 09:47 UTC

[Home](https://www.trackllm.net/index.md) / [minimax](https://www.trackllm.net/orgs/minimax.md) / [minimax-m2.5](https://www.trackllm.net/models/minimax2fminimax-m2.5.md) / @ mara

Model: [minimax/minimax-m2.5](https://www.trackllm.net/models/minimax2fminimax-m2.5.md) · Served by: [MARA](https://www.trackllm.net/providers/mara.md) · Organization: [minimax](https://www.trackllm.net/orgs/minimax.md) · Methods: none (retired)

minimax-m2.5 is served by 4 providers (see the model page).
mara serves 3 models (see the provider page).

## Tracking status

- **LT** — pending: This endpoint has not been evaluated for tracking yet.
- **B3IT** — retired · no bis: Monitoring was retired: we could not find enough border inputs for this endpoint. (since 2026-07-24)

## Spend

What OpenRouter billed for tracking this endpoint. Spend recorded since 2026-06-24.

| Total to date | Last 30 days | Queries |
| --- | --- | --- |
| $0.14 | $0.00 | 15074 |

## Methods

- **LT — logprob tracking.** Primary signal where the provider returns logprobs. The drift is the mean absolute change in the returned tokens' log-probabilities versus the reference period (nats). A detected changepoint is published once the level shift across it — mean drift over the 7 days after minus the 7 days before — reaches 0.1 nats; that shift is the magnitude shown.
- **B3IT — border inputs.** Black-box fallback for endpoints that hide logprobs. Tracks how far the top-token votes on a ranked set of near-tie prompts have moved from the reference distribution (total variation, 0–1).

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Data collected via the OpenRouter API. [Home](https://www.trackllm.net/index.md) · [Changes](https://www.trackllm.net/changes.md) · [Providers](https://www.trackllm.net/providers.md) · [Endpoints](https://www.trackllm.net/endpoints.md) · [Methodology](https://www.trackllm.net/methodology.md) · [About](https://www.trackllm.net/about.md) · [GitHub](https://www.trackllm.net/github.md)