Mistral: Mistral Large 3 2512

Mistral: Mistral Large 3 2512

mistralai · Released Dec 1, 2025 Professional
Intelligence #10 / 576
82.0 Our Score
Speed #190 / 268
59.6 tokens / sec
Input #376 / 576
$0.500 per 1M tokens
Output #356 / 576
$1.50 per 1M tokens
Context #108 / 576
262,144 tokens

Analysis Summary

Mistral Large 3 2512 is a mid-size model from Mistral with a broad capability surface: vision, tool use, function calling, and a large 262K context window. It supports file inputs alongside text and images, which is useful for document-heavy workflows. However, reasoning, coding, and math scores are below what the 'Large' branding might suggest, and agentic performance is limited.

For businesses, this model suits document analysis, structured content generation, and lightweight tool-use pipelines where context length and multimodality matter more than raw reasoning power. It is not well-suited to complex coding, autonomous agents, or tasks requiring high instruction-following precision. Long-context reasoning scores are very low, which is a notable gap given the large context window.

At $0.50 input and $1.50 output per million tokens, pricing is moderate but not exceptional for the capability on offer. Teams in the Mistral ecosystem may find it a convenient option for broad-coverage tasks, but comparable or stronger models are available at similar or lower prices.

Assessed June 6, 2026

Editorial notes

Mistral Large 3 2512 offers vision, tool use, function calling, and a 262K context window from Mistral, but reasoning and coding scores are modest for its price tier.

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence2.7Technical2.4Value7.5Content2
Intelligence 2.7/10
Technical 2.4/10
Content 2/10
Value 7.5/10

How Mistral: Mistral Large 3 2512 compares

Mistral: Mistral Large 3 2512 ranks #230 of 377 AI models we track for overall intelligence, #198 of 314 for coding, #190 of 289 for agentic tasks. Its 262K-token context window is larger than 81% of the models we list. At $0.50 per million input tokens it is cheaper than 35% of comparable models.

About Mistral: Mistral Large 3 2512

Mistral Large 3 2512 is Mistral’s most capable model to date, featuring a sparse mixture-of-experts architecture with 41B active parameters (675B total), and released under the Apache 2.0 license.

Capabilities

Tool Use Function Calling Vision

Performance Indices

Source: Artificial Analysis

15.1 Intelligence Index
13.8 Coding Index
18.4 Agentic Index
14 Math Index

Benchmark Scores

Intelligence

GPQA Diamond 48.6% Graduate-level scientific reasoning
HLE 4% Humanity's Last Exam
MMLU Pro 69.7% Multi-task language understanding
MATH 500 73.6% Mathematical problem-solving
AIME 11% Competition mathematics
AIME 2025 14% Competition mathematics (2025)
SciCode 29.2% Scientific computing

Technical

LiveCodeBench 29.3% Live coding evaluation
TerminalBench Hard 6.1% Agentic terminal tasks
τ²-Bench 30.7% Conversational agent benchmark

Content

IFBench 31.2% Instruction following
LCR 5.3% Long-context reasoning

Benchmark data from Artificial Analysis and Hugging Face

How does Mistral: Mistral Large 3 2512 stack up?

Compare side-by-side with other professional models.

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Model Information

OpenRouter ID mistralai/mistral-large-2512
Providermistralai
Model FamilyMistral
Release Date December 1, 2025
Context Length262,144 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.50 $0.000500
Output $1.50 $0.001500

Live Performance

Live endpoint metrics, refreshed every 30 minutes.

98.7%
Avg Uptime
373ms
Best Latency (TTFT)
43 tok/s
Best Throughput
1/1
Active Endpoints
Available via: Mistral

Leaderboard Categories

Frequently asked questions about Mistral: Mistral Large 3 2512

How much does Mistral: Mistral Large 3 2512 cost?

Mistral: Mistral Large 3 2512 costs $0.50 per million input tokens and $1.50 per million output tokens.

What is the context window of Mistral: Mistral Large 3 2512?

Mistral: Mistral Large 3 2512 has a context window of 262,144 tokens (262K).

Is Mistral: Mistral Large 3 2512 good for coding?

On our coding benchmark index, Mistral: Mistral Large 3 2512 ranks #198 of 314 models, placing it in the broader range of the field for code generation and debugging.

What can Mistral: Mistral Large 3 2512 do?

Mistral: Mistral Large 3 2512 supports image/vision input, tool use, and function calling.

Who created Mistral: Mistral Large 3 2512?

Mistral: Mistral Large 3 2512 is developed by Mistral and was released on December 1, 2025.