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BenchLM

Data as of September 25, 2026 · How the score is built

TrackedOpen WeightNon-Reasoning

344K context

OriOn-Mistral-24B

Decision readingOriOn-Mistral-24B is tracked, but not publicly ranked yet. The profile exposes 0 sourced benchmark rows and leaves unsupported fields blank until a published record exists.

Lineage

The sequence follows explicit supersedes links. Each score is estimated for that model; a relative can inform a sparse estimate but never sets a floor, so a newer release can score below an earlier one. Scores and prices remain blank when the corresponding public row or first-party rate is unavailable.

  1. Release date not sourced · you are here

    OriOn-Mistral-24B

    Not publicly ranked · Price not listed

Spec sheet

Each documented value carries its source. Missing fields stay visible as not sourced or not published, rather than disappearing from the page.

API model ID
Not published
Context window
344K
Maximum output
Not sourced yet
Knowledge cutoff
Not sourced yet
Input modalities
Not sourced yet
Output modalities
Not sourced yet
Parameters
Not sourced yet
Availability
Not sourced yet
Cloud regions
Not tracked yet
Lifecycle
Tracked
API capabilities
Tool calling, structured outputs, and batch support are not tracked yet
Prompt caching
Not documented in the pricing record
Self-host
Open weights available; hardware estimate not sourced
Rate limits
Not tracked yet

How to read this profile

The visual layer above carries the decisions. These notes preserve the model, ranking, coverage, and family context behind the numbers.

We track OriOn-Mistral-24B, but no weighted text-model benchmark result is published on the site yet. This page shows the metadata and separate protocol evidence we can verify now; a BenchLM score will appear only if compatible public evaluations land.

OriOn-Mistral-24B is a open weight model with a 344K context window. No explicit reasoning mode is documented in this profile.

Tracked as unresolved. LightOn publishes exact long-context document benchmark results for OriOn, but not a clean public benchmark table for BenchLM's current benchmark keys.

OriOn-Mistral-24B sits in the OriOn family with OriOn-Qwen-32B. The profile has no source-displayable benchmark row yet.

Last updated September 25, 2026. Runtime fields remain blank until a sourced snapshot exists.

Deployment options

Self-host and provider-specific paths stay separate from benchmark evidence so operating constraints are visible before a score becomes the whole decision.

Published weights are available, but BenchLM does not yet have a sourced parameter and VRAM profile for this exact model. Hardware cost estimates stay unavailable until that sizing record is complete.

Estimate VRAM from known parameters

Questions

How does OriOn-Mistral-24B perform overall in AI benchmarks?

OriOn-Mistral-24B does not have any source-displayable benchmark rows yet, so this profile does not assign a public score or rank. Documented specifications remain visible, while score-led charts and claims stay unavailable until a published evaluation can be attached to the exact model.

Is OriOn-Mistral-24B open source?

OriOn-Mistral-24B is an open-weight model from LightOn. Its weights can be downloaded for local or hosted deployment, subject to the published license. Open weight does not automatically mean open source: training data and training code may remain private, and commercial restrictions can still apply.

Which sibling models are related to OriOn-Mistral-24B?

OriOn-Mistral-24B belongs to the OriOn family. Related tracked variants include OriOn-Qwen-32B. A sibling link indicates shared lineage or a documented configuration relationship; it does not mean the variants have identical pricing, context limits, benchmark evidence, or deployment behavior. Compare before switching.

Does OriOn-Mistral-24B have full benchmark coverage on BenchLM?

No. OriOn-Mistral-24B currently has 0 source-displayable rows across 486 tracked benchmark slots. The profile exposes published, non-generated evidence and leaves missing categories blank until an exact evaluation is available. Coverage describes how much was measured; it is not a penalty added to an individual benchmark result.

What is the context window size of OriOn-Mistral-24B?

OriOn-Mistral-24B has a reported context window of 344K in the exact-model catalog record. The value stays visible, but the profile marks its source link as unavailable instead of presenting it as directly documented. Maximum output length remains separate because providers often publish a different limit.

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