33 个模型

Mistral 模型：智能、性能与价格

Name: Artificial Analysis Intelligence Index
Creator: Artificial Analysis
License: https://artificialanalysis.ai/docs/legal/Terms-of-Use.pdf

Mistral

智能

Mistral Large 4 Preview

Mistral Small 4 (non-reasoning)

Artificial Analysis Intelligence Index

* 估计值

速度

Mistral Small 4 (non-reasoning)

154 Token/秒

Ministral 3 8B

102 Token/秒

输出速度

成本

每项 Intelligence Index 任务

Artificial Analysis 已对 Mistral 的 33 个模型进行基准测试。下方对这些模型的关键指标进行了比较。

智能方面，Mistral 得分最高的模型是 Mistral Large 4 Preview（38）。
输出速度方面，最快的模型是 Ministral 3 3B（217 token/秒）。
延迟方面，Ministral 3 3B（0.71 秒）的首个答案 token 等待时间最短。
价格方面，Ministral 3 3B（$0.01）的单任务成本最低。不同模型的价格差异最高可达 145 倍。

智能

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v4.3.2 incorporates 10 evaluations: AA-Briefcase v1.1, GDPval-AA v2.1, AutomationBench-AA, Terminal-Bench 4.0, SciCode, Humanity's Last Exam, GDP.pdf, CritPt, AA-Omniscience, AA-LCR v1.1

Estimate (independent evaluation forthcoming)

Artificial Analysis Intelligence Index v4.3.2 includes: AA-Briefcase v1.1, GDPval-AA v2.1, AutomationBench-AA, Terminal-Bench 4.0, SciCode, Humanity's Last Exam, GDP.pdf, CritPt, AA-Omniscience, AA-LCR v1.1. See Intelligence Index methodology for further details, including a breakdown of each evaluation and how we run them.

Intelligence Index 与每项任务的成本

Artificial Analysis Intelligence Index · Weighted average cost (USD) per Artificial Analysis Intelligence Index task

Most attractive quadrant

Pareto line

Weighted average cost per Intelligence Index task. Each evaluation’s cost is calculated from input, cache hit, cache write, reasoning, and answer token prices, divided by task count, and weighted by its Intelligence Index weight.

成本

每项 Intelligence Index 任务的成本

Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better

速度与延迟

输出速度

Output tokens per second · Higher is better

Tokens per second received while the model is generating tokens (ie. after first chunk has been received from the API for models which support streaming).

Figures represent performance of the model's first-party API or the median across providers where a first-party API is not available.

能力得分

能力指数

衡量模型在特定能力与行业中的表现

Finance & Accounting Index

Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better

Strategy & Ops Index

Incorporates 6 evaluations: GDPval-AA v2.1, AA-Briefcase v1.1, AA-Omniscience, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better

Legal Index

Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AA-LCR v1.1, GDP.pdf, AutomationBench-AA · Higher is better

Healthcare & Medical Index

Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, MLCR-AA, Humanity's Last Exam, AutomationBench-AA · Higher is better

Engineering Index

Incorporates 6 evaluations: AA-Omniscience, Humanity's Last Exam, CritPt, GDPval-AA v2.1, AA-Briefcase v1.1, Terminal-Bench 4.0 · Higher is better

Economics Index

Incorporates 5 evaluations: AA-Omniscience, Humanity's Last Exam, GDPval-AA v2.1, AA-Briefcase v1.1, AA-LCR v1.1 · Higher is better

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							权重		服务商基准测试
Mistral Large 4 Preview	Mistral	38	1T 推理时启用 49B 个参数	524k	US$0.8	71	不可用		查看
Mistral Medium 3.5	Mistral	14	128B	256k	US$1.2	160	🤗		查看
Magistral Medium 1.2	Mistral	12	-	128k	-	-	不可用	-	查看
Mistral Small 4 (Reasoning)	Mistral	11	119B 推理时启用 6.5B 个参数	256k	US$0.1	165	🤗		查看
Mistral Large 3	Mistral	9	675B 推理时启用 41B 个参数	256k	US$0.3	79	🤗		查看
Mistral Medium 3.1	Mistral	9	-	128k	-	-	不可用	-	查看
Magistral Medium 1	Mistral	9	-	40k	-	-	不可用	-	查看
Mistral Medium 3	Mistral	9	-	128k	US$0.6	45	不可用		查看
Devstral Medium	Mistral	9	-	256k	-	-	不可用	-	查看
Mistral Small 4 (Non-reasoning)	Mistral	9	119B 推理时启用 6.5B 个参数	256k	US$0.1	154	🤗		查看
Devstral Small (May '25)	Mistral	9	23.6B	256k	-	-	🤗	-	查看
Devstral 2	Mistral	9	125B	256k	-	-	🤗	-	查看
Magistral Small 1.2	Mistral	9	24B	128k	US$0.6	74	🤗		查看
Magistral Small 1	Mistral	8	23.6B	40k	-	-	🤗	-	查看
Devstral Small (Jul '25)	Mistral	8	24B	256k	-	-	🤗	-	查看
Mistral Large 2 (Nov '24)	Mistral	8	123B	128k	-	-	🤗	-	查看
Devstral Small 2	Mistral	8	24B	256k	-	-	🤗	-	查看
Pixtral Large	Mistral	7	124B	128k	-	-	🤗	-	查看
Mistral Small 3.1	Mistral	7	24B	128k	US$0.1	29	🤗		查看
Mistral Small 3.2	Mistral	7	24B	128k	US$0.1	31	🤗		查看
Mistral Large 2 (Jul '24)	Mistral	7	123B	128k	US$2.4	-	🤗		查看
Mistral Small 3	Mistral	7	24B	32k	US$0.1	48	🤗		查看
Mistral Saba	Mistral	6	24B	32k	-	-	不可用	-	查看
Ministral 3 14B	Mistral	6	14B	256k	US$0.1	88	🤗		查看
Mistral Small (Sep '24)	Mistral	6	22B	33k	-	-	🤗	-	查看
Mistral Large (Feb '24)	Mistral	6	-	33k	US$4.8	-	不可用		查看
Mixtral 8x22B Instruct	Mistral	6	141B 推理时启用 39B 个参数	65k	-	-	🤗	-	查看
Mistral Small (Feb '24)	Mistral	6	-	33k	-	-	不可用	-	查看
Mistral Medium	Mistral	5	-	33k	-	-	不可用	-	查看
Ministral 3 8B	Mistral	5	8B	256k	US$0.1	102	🤗		查看
Mixtral 8x7B Instruct	Mistral	5	46.7B 推理时启用 12.9B 个参数	33k	US$0.5	24	🤗		查看
Mistral 7B Instruct	Mistral	5	7B	8k	US$0.2	-	🤗		查看
Ministral 3 3B	Mistral	5	3B	256k	US$0.0	217	🤗		查看

Mistral 模型：智能、性能与价格

智能

速度

成本

智能

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index

Intelligence Index 与每项任务的成本

Cost per Intelligence Index Task

Artificial Analysis Intelligence Index

成本

每项 Intelligence Index 任务的成本

Cost per Intelligence Index Task

速度与延迟

输出速度

Output Speed

Model Performance Representation

能力得分

能力指数

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