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最好用的 AI 渗透测试工具

AI 渗透测试寻找可利用的漏洞并留下证据。XBOW 和 Pentera 是产品本身。我们引用的 NodeZero 价格来自 AWS Marketplace。

9 个产品。价格和说明的核对日期为 2026年10月5日。

最好用的 AI 渗透测试工具 对比

价格是供应商公布的起步数字。只有价格页写了免费方案或试用,我们才列入。

Side-by-side comparison of pricing, free plan or trial, features, integrations, best fit, and sourced user comments
产品价格免费方案或试用主要功能集成适合用户说法
Dropzone AI

#1

Not published未列出Agentic SOC for alert investigation and threat hunting.Splunk, Microsoft Sentinel, Microsoft Defender, CrowdStrikeSOC teams that want machine-scale alert investigation and hunting without replacing analysts.没有可注明出处的评论。
Horizon3.ai NodeZero

#2

From $25,000 / 12 months on AWS Marketplace未列出Autonomous production attack-path testing.None named on the pages we openedTeams that want continuous internal, cloud, and identity attack-path validation in production.

r/Pentesting 的一条评论把 NodeZero 的标准档描述成按资产计价的持续测试,价格可以谈。

Reddit · u/MouseMajor1337
Aikido

#3

Free免费方案Autonomous security from code to production.Jira, Linear, Drata, VantaEngineering teams that want AppSec findings turned into pull requests, plus proof of what is exploitable.没有可注明出处的评论。
XBOW

#4

Not published未列出Autonomous offensive security that proves exploitability.None named on the pages we openedSecurity teams that want continuous, proof-of-exploit testing of web apps and APIs.

r/Pentesting 的一条评论把 XBOW 和攻击正在运行的应用的工具放在一起,并说这比当成渗透测试卖的代码扫描器更好。

Reddit · u/danielrabinovich
Pentera

#5

Not published未列出AI exposure validation with remediation and retesting.None named on the pages we openedEnterprises that want validated attack paths and a retest after remediation.没有可注明出处的评论。
RunSybil

#6

Not published未列出Continuous offensive testing across the stack.None named on the pages we openedProduct teams that want pentest-style findings on each deployment instead of an annual test.没有可注明出处的评论。
Prophet Security

#7

Not published未列出Agentic AI SOC analyst, hunter, and detection engineer.None named on the pages we openedSOCs that want every alert investigated and still want a human check on malicious verdicts.没有可注明出处的评论。
Torq

#8

Not published未列出AI SOC platform for triage, investigation, and response.None named on the pages we openedSecurity operations teams that want agentic response with an override still available.没有可注明出处的评论。
Intezer

#9

Not published未列出AI SOC that investigates every alert.None named on the pages we openedEnterprise SOCs that want forensic triage of the full alert queue.没有可注明出处的评论。

排序列表

排序看这项工作的匹配度、自主程度、控制、集成、能否直接开始,以及产品信息公开到什么程度。

名次 1

Dropzone AI

78

SOC teams that want machine-scale alert investigation and hunting without replacing analysts.

价格
Not published
免费方案
无
自主程度
Semi-autonomous
集成
Splunk, Microsoft Sentinel, Microsoft Defender
分数明细
  • Fit for the job25/30
  • Autonomy13/20
  • Controls12/15
  • Integrations15/15
  • Access4/10
  • Evidence9/10

Teams that want continuous internal, cloud, and identity attack-path validation in production.

价格
From $25,000 / 12 months on AWS Marketplace
免费方案
无
自主程度
Autonomous
集成
None named on the pages we opened
分数明细
  • Fit for the job28/30
  • Autonomy17/20
  • Controls11/15
  • Integrations4/15
  • Access8/10
  • Evidence9/10

名次 3

Aikido

77

Engineering teams that want AppSec findings turned into pull requests, plus proof of what is exploitable.

价格
Free
免费方案
有
自主程度
Autonomous
集成
Jira, Linear, Drata
分数明细
  • Fit for the job21/30
  • Autonomy17/20
  • Controls11/15
  • Integrations9/15
  • Access10/10
  • Evidence9/10

名次 4

XBOW

74

Security teams that want continuous, proof-of-exploit testing of web apps and APIs.

价格
Not published
免费方案
无
自主程度
Autonomous
集成
None named on the pages we opened
分数明细
  • Fit for the job29/30
  • Autonomy17/20
  • Controls11/15
  • Integrations4/15
  • Access4/10
  • Evidence9/10

名次 5

Pentera

72

Enterprises that want validated attack paths and a retest after remediation.

价格
Not published
免费方案
无
自主程度
Autonomous
集成
None named on the pages we opened
分数明细
  • Fit for the job27/30
  • Autonomy17/20
  • Controls11/15
  • Integrations4/15
  • Access4/10
  • Evidence9/10

名次 6

RunSybil

71

Product teams that want pentest-style findings on each deployment instead of an annual test.

价格
Not published
免费方案
无
自主程度
Autonomous
集成
None named on the pages we opened
分数明细
  • Fit for the job26/30
  • Autonomy17/20
  • Controls11/15
  • Integrations4/15
  • Access4/10
  • Evidence9/10

SOCs that want every alert investigated and still want a human check on malicious verdicts.

价格
Not published
免费方案
无
自主程度
Semi-autonomous
集成
None named on the pages we opened
分数明细
  • Fit for the job24/30
  • Autonomy13/20
  • Controls12/15
  • Integrations4/15
  • Access4/10
  • Evidence9/10

名次 8

Torq

65

Security operations teams that want agentic response with an override still available.

价格
Not published
免费方案
无
自主程度
Semi-autonomous
集成
None named on the pages we opened
分数明细
  • Fit for the job23/30
  • Autonomy13/20
  • Controls12/15
  • Integrations4/15
  • Access4/10
  • Evidence9/10

名次 9

Intezer

64

Enterprise SOCs that want forensic triage of the full alert queue.

价格
Not published
免费方案
无
自主程度
Semi-autonomous
集成
None named on the pages we opened
分数明细
  • Fit for the job22/30
  • Autonomy13/20
  • Controls12/15
  • Integrations4/15
  • Access4/10
  • Evidence9/10

价格、功能与摘要

  1. 1

    Dropzone AI

    SOC teams that want machine-scale alert investigation and hunting without replacing analysts.

    Dropzone AI is an agentic SOC platform whose AI SOC Analyst investigates alerts across the existing tool stack and whose AI Threat Hunter runs hypothesis-driven hunts. The site says it ships with 90-plus integrations across SIEM, EDR, cloud, identity, and email, and that analysts set strategy and authorize containment.

    价格
    Not published
    The homepage offers a self-guided demo and does not list a price. Last checked 5 October 2026.
    主要功能
    Splunk, Microsoft Sentinel, Microsoft Defender, CrowdStrike, SentinelOne, Okta, Google Workspace, Panther. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.

    Dropzone AI 的价格与功能/Dropzone AI 的替代

  2. 2

    Horizon3.ai NodeZero

    Teams that want continuous internal, cloud, and identity attack-path validation in production.

    Horizon3.ai's NodeZero autonomously runs real attack techniques in production without agents, then shows how an attacker would move and what to fix. The company says NodeZero is not a scanner and that it has recorded zero downtime across its production tests.

    价格
    From $25,000 / 12 months on AWS Marketplace
    horizon3.ai does not list a price. AWS Marketplace lists a 12-month NodeZero Core package for 500 assets at $25,000, Pro at $32,500, and Elite at $42,500. Flex, a one-time test of 1,000 assets, is $15,000. A comment on the linked r/Pentesting thread says standard-tier MSRP is $50 per asset and Flex is $15 per asset, which matches that list math, but the contract prices above are the ones on the marketplace page. Last checked 5 October 2026.
    主要功能
    None named on the pages we opened. Sold to run the job rather than wait for a prompt on every step. Keep a way to stop it before it reaches a customer, a candidate, or a filing.

    用户说法

    r/Pentesting 的一条评论把 NodeZero 的标准档描述成按资产计价的持续测试,价格可以谈。

    r/cybersecurity 上用过 NodeZero 的人说它令人失望,网页应用上弱,拿到立足点后很吵。他们把它当作人工测试员的补充。

    • “I'd disagree, I was a bit disappointed with NodeZero. A comparison to Burp isn't even realistic though, since NZ doesn't have web app capabilities at this point (unless it's a public PoC for a particular software).”
      Reddit · u/MouseMajor1337
    • “H3's standard tier MSRP is $50 per asset, but that price can be negotiated. Standard tier gets you continuous (unlimited) testing for all Assets along with other features.”
      Reddit · u/FrerBear

    Horizon3.ai NodeZero 的价格与功能/Horizon3.ai NodeZero 的替代

  3. 3

    Aikido

    Engineering teams that want AppSec findings turned into pull requests, plus proof of what is exploitable.

    Aikido is a developer security platform that scans code, dependencies, secrets, and cloud, and runs agents that detect issues, open fix pull requests, deploy to staging, and verify the fix. Its Attack product autonomously attacks running applications, APIs, and infrastructure to prove what is exploitable.

    价格
    Free
    The Developer plan is $0 forever, includes 2 users, and requires no credit card. Limits on that plan include 10 repos, 2 container images, 1 domain, 1 cloud account, 10 AI AutoFixes a month, and 250,000 protected requests a month. The Basic card is labeled 300/month and the Pro and Advanced cards are labeled 600/month, each including 10 users; the currency symbol did not appear beside those three figures in the page text. The same page lists a typical pentest at $4,000 per assessment. Last checked 5 October 2026.
    主要功能
    Jira, Linear, Drata, Vanta. Sold to run the job rather than wait for a prompt on every step. Keep a way to stop it before it reaches a customer, a candidate, or a filing.

    Aikido 的价格与功能/Aikido 的替代

  4. 4

    XBOW

    Security teams that want continuous, proof-of-exploit testing of web apps and APIs.

    XBOW is an autonomous offensive security platform that explores applications and APIs, chains vulnerabilities into working attacks, and proves exploitability before a finding reaches the team. The company says more than 150 security teams use it, and that it was the first autonomous system to rank number one on HackerOne in June 2025.

    价格
    Not published
    The pricing page says pricing is scoped to the environment and is usage-based, scaling with coverage rather than a fixed annual engagement. No dollar amount is listed. XBOW says it is also sold through AWS, Google, Oracle, and Microsoft marketplaces. Last checked 5 October 2026.
    主要功能
    None named on the pages we opened. Sold to run the job rather than wait for a prompt on every step. Keep a way to stop it before it reaches a customer, a candidate, or a filing.

    用户说法

    r/Pentesting 的一条评论把 XBOW 和攻击正在运行的应用的工具放在一起,并说这比当成渗透测试卖的代码扫描器更好。

    那条帖子怀疑整个品类。它没有写出一次点名的 XBOW 失误。

    XBOW 的价格与功能/XBOW 的替代

  5. 5

    Pentera

    Enterprises that want validated attack paths and a retest after remediation.

    Pentera is an exposure-validation platform that emulates real attacks in live production, prioritizes what is exploitable, and can orchestrate remediation and retest the fix. It says it covers internal networks, external assets, cloud, and hybrid environments and supports all five stages of continuous threat exposure management.

    价格
    Not published
    No price is shown on the homepage that loaded. The page asks visitors to request a personalized demo. Last checked 5 October 2026.
    主要功能
    None named on the pages we opened. Sold to run the job rather than wait for a prompt on every step. Keep a way to stop it before it reaches a customer, a candidate, or a filing.

    Pentera 的价格与功能/Pentera 的替代

  6. 6

    RunSybil

    Product teams that want pentest-style findings on each deployment instead of an annual test.

    RunSybil is an AI offensive-security platform that tests applications and infrastructure by reasoning about the system the way a human researcher would, on every deployment. It says it covers code, APIs, cloud, and infrastructure, including business-logic and multi-tenant issues, and that it validates whether exposures are actually exploitable.

    价格
    Not published
    The homepage says Sybil replaces bug bounties and point-in-time pentests with predictable cost. No price or plan is listed. Last checked 5 October 2026.
    主要功能
    None named on the pages we opened. Sold to run the job rather than wait for a prompt on every step. Keep a way to stop it before it reaches a customer, a candidate, or a filing.

    RunSybil 的价格与功能/RunSybil 的替代

  7. 7

    Prophet Security

    SOCs that want every alert investigated and still want a human check on malicious verdicts.

    Prophet AI investigates alerts, hunts threats, and ships tuned or new detections that are backtested for approval. Response can run through scoped agent actions autonomously or with a sign-off, and a human Watchtower reviews malicious determinations around the clock.

    价格
    Not published
    The homepage does not list a price. It says the product deploys as a dedicated single-tenant environment with a bring-your-own-key option. Last checked 5 October 2026.
    主要功能
    None named on the pages we opened. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.

    Prophet Security 的价格与功能/Prophet Security 的替代

  8. 8

    Torq

    Security operations teams that want agentic response with an override still available.

    Torq's AI SOC platform triages events, investigates cases with specialized agents, and can respond either autonomously or with a human in the loop. Its Socrates agent is described as natural-language agentic AI that remediates critical threats, and every decision is written to a context model with an audit trail.

    价格
    Not published
    The homepage does not list a price. Last checked 5 October 2026.
    主要功能
    None named on the pages we opened. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.

    Torq 的价格与功能/Torq 的替代

  9. 9

    Intezer

    Enterprise SOCs that want forensic triage of the full alert queue.

    Intezer's AI SOC triages, investigates, and can respond to alerts, including low-severity ones, using endpoint forensics, memory analysis, and reverse engineering alongside AI models. The site says it resolves more than 98 percent of false positives in under a minute and prices by endpoint rather than by alert volume.

    价格
    Not published
    The homepage says pricing is endpoint-based and predictable, with no volume fees. No dollar amount or plan card is shown. Last checked 5 October 2026.
    主要功能
    None named on the pages we opened. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.

    Intezer 的价格与功能/Intezer 的替代

什么是 AI 智能体

AI 渗透测试寻找可利用的漏洞并留下证据。XBOW 和 Pentera 是产品本身。我们引用的 NodeZero 价格来自 AWS Marketplace。

这份名单怎么排

这份名单靠前的是 Dropzone AI, Horizon3.ai NodeZero, Aikido。顺序依据公开分数,不是广告位。

比较什么

看工作内容、起步价格,以及结果是否仍要人批准。

  • 产品真正做的那件工作
  • 公开价格、免费方案,或写清楚的定制价格
  • 到达客户之前有人复核

这类软件用来做什么

同一个步骤反复出现时才用。决定仍由人来做。

  • 约演示之前先看起步价
  • 比较做这件事的产品,而不是一个通用聊天窗口
  • 更长的说明在产品页

这份名单给谁看

给已经知道自己要做什么、并希望价格带有日期的人。

已公布的起步价

我们能核对到的起步数字:Dropzone AI (Not published), Horizon3.ai NodeZero (From $25,000 / 12 months on AWS Marketplace), Aikido (Free)。核对日为 2026年10月5日。

怎么选

先对上工作。再看产品适合谁,以及能不能在销售电话之前开始用。

相关分类

相邻的工作有自己的列表。

常见问题

评分方法

核对 5 October 2026

每个产品用相同的六项打到 100 分。名次先看总分,再看匹配度,再看名称。 阅读完整方法.