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Released 2026年11月

Gemini 4 Hydrogen：本次发布的智能、性能与价格

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Google

智能Updated

Artificial Analysis Intelligence Index

性能

首个答案 Token 延迟 42.98秒输出速度 185 tok/s

13.9

每个 Intelligence Index 任务耗时（分钟）

成本

输入 $1.50输出 $7.50缓存折扣 95%

$3.16

Intelligence Index 每项任务的成本

冗长度

输入 Token 11.3B输出/输入 2.693%

304M

Intelligence Index 输出 token 数

Gemini 4 Hydrogen 发布包含 4 个模型，各自具有不同的智能、性能与价格特征。下方对这 4 个模型的关键指标进行了比较。

智能方面，Gemini 4 Hydrogen 中得分最高的模型是 Gemini 4 Hydrogen (Xhigh)（54）。
速度方面，Gemini 4 Hydrogen (Low)（1.3 分钟）的每任务耗时最短。
延迟方面，Gemini 4 Hydrogen (Low)（5.57 秒）的首个答案 token 等待时间最短。
价格方面，Gemini 4 Hydrogen (Low)（$0.29）的单任务成本最低。不同模型的价格差异最高可达 11 倍。

推理	是此页面展示该模型的推理版本。可能还存在非推理版本。
输入模态	支持：文本、图像、语音和视频
输出模态	支持：文本
上下文窗口	1M 约 1500 页 A4 纸（12 号 Arial 字体）

指标与同类别模型进行比较：

非推理模型 → 仅与其他非推理模型比较
推理模型 → 同时与推理和非推理模型比较
开放权重模型 → 仅与规模类别相同的其他开放权重模型比较：

微型：≤4B 个参数
小型：4B–40B 个参数
中型：40B–150B 个参数
大型：>150B 个参数

专有模型 → 与价格区间相同的专有模型和开放权重模型比较，采用输入/输出价格 3:1 的混合比例：

每 100 万 token <$0.15
每 100 万 token $0.15–$1
每 100 万 token >$1

Updated

智能

Artificial Analysis Intelligence Index · Higher is better

No publicly available API

每任务耗时

Inference time (minutes) per Intelligence Index task · Lower is better

No publicly available API

每任务成本

Weighted average cost (USD) per Intelligence Index task · Lower is better

No publicly available API

智能Updated

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v5.0.1 incorporates 9 evaluations: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode-AA 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), and Terminal-Bench-Science 0.1

Artificial Analysis Intelligence Index v5.0.1 includes: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode-AA 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1. 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

Gemini 4 Hydrogen

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

Intelligence Index 每项任务耗时

Output tokens divided by end-to-end output speed (minutes per Intelligence Index task) · Speed at the model's own endpoint or the median across providers · Lower is better

The weighted average time (minutes) per Artificial Analysis Intelligence Index task: output tokens per task divided by output speed, weighted by each benchmark's weight in the Intelligence Index.

Speed and latency metrics average each endpoint's runs over the past 5 days, and the error rate pools them. We run the benchmark every 6 hours, and endpoints of deprecated models every 18 hours.

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 5 evaluations: AA-Briefcase v1.1, AA-Omniscience v1.1, HLE-Diamond, AutomationBench-AA, GDP.pdf · Higher is better

Strategy & Ops Index

Incorporates 4 evaluations: AutomationBench-AA, AA-Briefcase v1.1, AA-Omniscience v1.1, GDP.pdf · Higher is better

Legal Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, HLE-Diamond, GDP.pdf, AutomationBench-AA · Higher is better

Healthcare & Medical Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, MLCR-AA, AutomationBench-AA, HLE-Diamond · Higher is better

Engineering Index

Incorporates 7 evaluations: AA-Omniscience v1.1, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1, HLE-Diamond, Terminal-Bench 4.0, FrontierCode-AA 2.0, AA-Briefcase v1.1 · Higher is better

Economics Index

Incorporates 4 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, HLE-Diamond, GDP.pdf · Higher is better

基准测试

Evaluations

Intelligence evaluations measured independently by Artificial Analysis · Higher is better

AA-Briefcase v1.1

Agentic knowledge work, Elo

AA-Omniscience v1.1 AccuracyUpdated

Knowledge

AA-Omniscience v1.1 Non-Hallucination RateUpdated

1 - hallucination rate

AutomationBench-AA

Agentic SaaS workflows

Terminal-Bench-Science 0.1New

Agentic scientific research workflows in a terminal

FrontierCode-AA 2.0New

Agentic software engineering in open-source repositories

HLE-DiamondNew

Reasoning & knowledge

GDP.pdf

Professional document reasoning, All-pass

Terminal-Bench 4.0

Agentic coding & terminal use

CritPt v2 (Hard Subset)

Physics reasoning

While model intelligence generally translates across use cases, specific evaluations may be more relevant for certain use cases.

Gemini 4 Hydrogen：本次发布的智能、性能与价格

智能Updated

性能

成本

冗长度

智能

每任务耗时

每任务成本

智能Updated

Artificial Analysis Intelligence Index

Intelligence Index 与每项任务的成本

成本

每项 Intelligence Index 任务的成本

速度与延迟

Intelligence Index 每项任务耗时

能力得分

能力指数

基准测试

Evaluations

Google 的更多发布

更多详情

								权重	服务商基准测试
Gemini 4 Hydrogen (Xhigh)	Google	54	-	1M	$1.10	13.9	185	不可用	查看
Gemini 4 Hydrogen (High)	Google	51	-	1M	$1.10	7.9	180	不可用	查看
Gemini 4 Hydrogen (Medium)	Google	41	-	1M	$1.10	3.7	176	不可用	查看
Gemini 4 Hydrogen (Low)	Google	27	-	1M	$1.10	1.3	177	不可用	查看

Gemini 4 Hydrogen：本次发布的智能、性能与价格

模型摘要

智能Updated

性能

成本

冗长度

技术规格

此类别中有 241 个模型

智能

每任务耗时

每任务成本

智能Updated

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

Intelligence Index 每项任务耗时

Time per Intelligence Index Task

Time Period

能力得分

能力指数

基准测试

Evaluations

Intelligence Evaluation Relevance

Artificial Analysis Intelligence Index

Google 的更多发布

更多详情