Ministral 3 8B 2512, the Mistral AI model in numbers
Ministral 3 8B 2512 in numbers: price per token, context window, independent benchmark scores and comparable models, based on public data checked on October 22, 2026.
Data as of October 22, 2026
Key figures
| Developer | Mistral AI |
|---|---|
| Released | December 2, 2025 |
| Context window | 262,144 tokens (≈ 393 pages) |
| Maximum output | 209,715 tokens |
| Input price | $0.15 per million tokens (median of 8 providers) |
| Output price | $0.15 per million tokens |
| Open weights | Yes |
| Reasoning mode | No |
| Tool calling | Yes |
| Structured output (JSON) | Yes |
| Accepted inputs | text, image |
| Providers offering it | 8 |
Overview
Ministral 3 8B 2512 is a language model from Mistral AI, released on December 2, 2025. That makes it 10 months old as of October 22, 2026. Its weights are published: you can download it and run it on your own servers, or use one of the 8 API providers that list it on models.dev. It has no declared reasoning mode: it answers directly, without an extra billed thinking step.
We file it under open-weight models (68 models in this category on the site).
What do independent benchmarks say?
Epoch AI publishes a single result for Ministral 3 8B 2512 on our basket's benchmarks: too few to compute a reliable capability index.
- GPQA Diamond (PhD-level science questions): 27.1% — the best tracked model, Gemini 4 Argon, reaches 96.4%
What it costs
Ministral 3 8B 2512 costs $0.15 per million input tokens and $0.15 per million output tokens (median of 8 providers, checked on October 22, 2026).
To put it in perspective: reading 20,000 tokens (about thirty pages) and writing 2,000 costs roughly $0.003; a thousand of those tasks, $3.3.
That is 6.7 times cheaper than the median output price of open-weight models ($1).
To estimate your own budget, use the agent cost calculator.
Context and capabilities
Its context window reaches 262,144 tokens, roughly 393 pages of text at 500 words per page: enough for a long report or several contracts at once. A single answer can run to 209,715 tokens.
It accepts as input: text and image.
It can call tools (functions, APIs) and return structured JSON output, which makes it a possible foundation for an AI agent.
The weights are published on Hugging Face (mistralai/Ministral-3-8B-Instruct-2512). See also our list of open-source models.
What is it good for?
Given its category, Ministral 3 8B 2512 is mainly aimed at projects where you want control over your data or hosting, or want to adapt the model to your field.
Its very low cost (under half a cent for our sample task) means it can be called thousands of times a day.
Before adopting it, test it on your own examples: benchmarks measure standard tasks, not your job.
What could replace it?
In the same category, the models closest to Ministral 3 8B 2512 are:
- Qwen3.5 9B (Alibaba Cloud (Qwen), index 49.6)
- Ling 3.0 Flash VL (inclusionAI (Ant Group), $0.18 per million output tokens)
- Ling 3.0 Flash (inclusionAI (Ant Group), $0.18 per million output tokens)
- Laguna S 2.1 (Poolside, $0.18 per million output tokens)
Independent benchmark scores
| Benchmark | What it measures | Score |
|---|---|---|
| GPQA Diamond | PhD-level science questions | 27.1% |
Similar models
- Qwen3.5 9B · Alibaba Cloud (Qwen) · index 49.6
- Ling 3.0 Flash VL · inclusionAI (Ant Group)
- Ling 3.0 Flash · inclusionAI (Ant Group)
- Laguna S 2.1 · Poolside
Other Mistral AI models
- Mistral Large 4 · October 6, 2026
- Mistral Medium 3.5 · April 30, 2026
- Mistral Small 4 · March 16, 2026
- Devstral 2 · December 9, 2025
- Mistral Large 3 · December 2, 2025
- Ministral 3 3B 2512 · December 2, 2025
Frequently asked questions
How much does Ministral 3 8B 2512 cost?
As of October 22, 2026, Ministral 3 8B 2512 costs $0.15 per million input tokens and $0.15 per million output tokens (median of 8 providers). A task that reads 20,000 tokens and writes 2,000 costs about $0.003.
What is the context window of Ministral 3 8B 2512?
262,144 tokens, roughly 393 pages of text. An answer can reach 209,715 tokens.
Is Ministral 3 8B 2512 open source?
Its weights are published: you can install it on your own servers. Check the license before commercial use.
When was Ministral 3 8B 2512 released?
Ministral 3 8B 2512 was released on December 2, 2025, according to models.dev.
Can you build an agent with Ministral 3 8B 2512?
Yes: it can call tools and return structured JSON, the two basic building blocks of an agent.
Data sources
- Models.dev — Model data: models.dev (open-source project)
- OpenRouter — Market prices cross-checked with OpenRouter
- Epoch AI — AI Benchmarking Hub — Epoch AI, “AI Benchmarking Hub”, epoch.ai, CC BY 4.0
- Epoch AI — Data on AI Models — Epoch AI, “Data on AI Models”, epoch.ai, CC BY 4.0
- Hugging Face Hub — Data: Hugging Face Hub
Data as of October 22, 2026
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