IT AI Index
September 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index › Security operations › SIEM › Enterprise › September 2026 Edition

SIEM platforms for enterprise buyers

Asked as “SIEM platform”, and as “security information and event management tool”, on behalf of an enterprise B2B company. 47 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Microsoft Sentinel
Contested
30% of first choices, contested.
ShowinginAll 67 categories in the September 2026 Edition →

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small businessBlumira28%ContestedStanding →Mid-marketMicrosoft Sentinel41%Clear leaderStanding →EnterpriseMicrosoft Sentinel30%ContestedThis page

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Microsoft Sentinel30%26%54criticized challenger
02Splunk Enterprise Security28%27%45criticized challenger
03Palo Alto Networks Cortex XSIAM15%6%31accepted challenger
04Rapid7 InsightIDR11%6%17accepted challenger
05Google Security Operations6%4%25accepted challenger
06Exabeam2%4%28accepted challenger
07IBM QRadar2%35%43criticized challenger
Show the five products at 0%, ordered by negative rate
11Splunk0%77%13criticized challenger
12LogRhythm0%64%14criticized challenger
10Securonix0%26%19criticized challenger
08Elastic Security0%19%26accepted challenger
09CrowdStrike Falcon Next-Gen SIEM0%0%11accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.
Head to head
Microsoft Sentinel vs Rapid7 InsightIDRMicrosoft Sentinel vs WazuhRapid7 InsightIDR vs Wazuh

Recommended versus criticized

Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.

Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09
10
11
12
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Microsoft Sentinel30%
02Splunk Enterprise Security28%
03Palo Alto Networks Cortex XSIAM15%
04Rapid7 InsightIDR11%
05Google Security Operations6%
06Exabeam2%
07IBM QRadar2%
08Elastic Security0%
09CrowdStrike Falcon Next-Gen SIEM0%
10Securonix0%
11Splunk0%
12LogRhythm0%

02What they warned about

Four of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
IBM QRadar
35%
15 of 43 labels negative · 10 of 12 models · 4 hard negative
“**Critical warning:** IBM sold QRadar's SaaS business to Palo Alto Networks... reached end-of-life in April 2026” Kimi K2, negative prompt
Microsoft Sentinel
26%
14 of 54 labels negative · 10 of 12 models · 2 hard negative
“Avoid if you need predictability... Microsoft Sentinel pay-as-you-go) can become unpredictable” MiniMax M2.5, budget prompt
Splunk Enterprise Security
27%
12 of 45 labels negative · 10 of 12 models
“ingest-based licensing is repeatedly called out as a common source of cost overruns, and it requires dedicated expertise to run well” Perplexity Sonar, negative prompt
LogRhythm
64%
9 of 14 labels negative · 9 of 12 models · 8 hard negative
“Platforms to **Strongly Avoid**... **LogRhythm**: Frequently called out in user forums as lacking community support, documentation, and scalability” Grok 4.1 Fast, negative prompt

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

62 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 5 of those lists are Google grounding redirects that name no site and are left out of the counts. 827 links across 206 sites, every framing counted. Ranked by the number of answers carrying the site or page.

underdefense.com
vendor site · UnderDefense47 answers · 61 citations · 10 models
paloaltonetworks.com
vendor site · Palo Alto Networks29 answers · 29 citations · 10 models
gartner.com
21 answers · 26 citations · 8 models
solutionsreview.com
18 answers · 28 citations · 7 models
manageengine.com
vendor site · ManageEngine17 answers · 19 citations · 8 models
splunk.com
vendor site · Splunk17 answers · 19 citations · 7 models
expertinsights.com
vendor site · Expert Insights17 answers · 17 citations · 7 models
exabeam.com
vendor site · Exabeam16 answers · 22 citations · 7 models
puppygraph.com
16 answers · 16 citations · 8 models
cipherssecurity.com
13 answers · 15 citations · 9 models
blazeguard.io
12 answers · 12 citations · 6 models
microsoft.com
vendor site · Microsoft11 answers · 12 citations · 7 models

Pages the answers cite

The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.

underdefense.com/blog/siem-solutions-comparison
45 answers · 10 models
paloaltonetworks.com/cyberpedia/siem-tools-comparison
29 answers · 10 models
expertinsights.com/security-operations/the-top-siem-solutions
17 answers · 7 models
gartner.com/reviews/market/security-information-event-management
16 answers · 6 models
puppygraph.com/learn/enterprise-siem-tools
16 answers · 8 models
manageengine.com/log-management/top-siem-tools.html
14 answers · 7 models
solutionsreview.com/security-information-event-management/whats-changed-202…
14 answers · 6 models
exabeam.com/explainers/siem-tools/siem-solutions
13 answers · 6 models
blazeguard.io/top-20-siem-solutions-for-enterprise-in-2026
12 answers · 6 models
cyberinfos.in/top-10-best-siem-tools-2026
11 answers · 7 models

04How they answered

Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ModelDirect“What is the best SIEM platform for an enterprise B2B company?”Paraphrase“Which security information and event management tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade SIEM platforms and how do they differ?”Budget-constrained“What is the best SIEM platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a SIEM platform. What should we look at?”Negative“Which SIEM platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceagainst: Splunkno first choiceHeld
Four alternativesElastic Security, IBM QRadar, Microsoft Sentinel, Sumo Logic
against: OpenText ArcSight, Splunkno first choiceagainst: Splunk Enterprise SecurityBlumira, Rapid7 InsightIDRagainst: Microsoft Sentinelno first choiceagainst: IBM QRadar, Splunk
GPT-5.4 miniMicrosoft Sentinel, Splunk Enterprise Security
One alternativeGoogle Security Operations
Microsoft SentinelChanged
Two alternativesElastic Security, Splunk Enterprise Security
Microsoft Sentinel, Splunk Enterprise Security
Three alternativesElastic Security, Google Security Operations, IBM QRadar
Microsoft Sentinel
One alternativeGoogle Security Operations
against: IBM QRadar, Splunkno first choiceagainst: Devo, Elastic Security, Exabeam, Huawei, IBM QRadar, LogRhythm, Logpoint, Logz.io, ManageEngine, Microsoft Sentinel, NetWitness, OpenText ArcSight, QAX, Rapid7, Securonix, Sumo Logic, Venustech
Gemini 3.5 FlashMicrosoft Sentinel
Four alternativesCrowdStrike Falcon Next-Gen SIEM, Google Security Operations, Palo Alto Networks Cortex XSIAM, Splunk
Microsoft SentinelHeld
Two alternativesGoogle Security Operations, Palo Alto Networks Cortex XSIAM
against: Splunk Enterprise SecuritySplunk Enterprise Security
Five alternativesExabeam, Google Security Operations, Microsoft Sentinel, Palo Alto Networks Cortex XSIAM, Securonix Unified Defense SIEM
Palo Alto Networks Cortex XSIAM
Three alternativesBlumira, Exabeam, Securonix
against: Microsoft Sentinel, Splunkno first choiceagainst: Elastic Security, IBM QRadar, LogRhythm, Microsoft Sentinel, OpenText ArcSight, Splunk
Perplexity SonarMicrosoft Sentinel, Splunk Enterprise Security
Three alternativesExabeam, IBM QRadar, Securonix
Palo Alto Networks Cortex XSIAM, Splunk Enterprise SecurityChanged
One alternativeMicrosoft Sentinel
no first choiceRapid7 InsightIDR
Two alternativesGoogle Security Operations, ManageEngine Log360
against: Microsoft Sentinel, Palo Alto Networks Cortex XSIAMno first choiceagainst: Elastic Security, IBM QRadar, LogRhythm, Splunk Enterprise Security
Grok 4.1 FastMicrosoft Sentinel, Splunk Enterprise Security
Four alternativesCrowdStrike Falcon LogScale, Elastic Security, Google Security Operations, IBM QRadar
Splunk Enterprise SecurityChanged
Four alternativesCrowdStrike Falcon Next-Gen SIEM, Elastic Security, Microsoft Sentinel, Palo Alto Networks Cortex XSIAM
no first choiceRapid7 InsightIDR
One alternativePalo Alto Networks Cortex XSIAM
against: Elastic Security, IBM QRadar, ManageEngine Log360, Microsoft Sentinel, Splunk Enterprise Securityno first choice
Five alternativesExabeam, Microsoft Sentinel, Palo Alto Networks Cortex XSIAM, Rapid7 InsightIDR, Splunk Enterprise Security
against: Devo, FortiSIEM, Huawei HiSec Insight, IBM QRadar, LogRhythm, Microsoft Sentinel, Rapid7 InsightIDR, Securonix, Splunk Enterprise Security
Mistral SmallPalo Alto Networks Cortex XSIAM, Splunk Enterprise Security
Two alternativesCrowdStrike Falcon Next-Gen SIEM, Rapid7 InsightIDR
Palo Alto Networks Cortex XSIAMChanged
Three alternativesCrowdStrike Falcon, NetWitness, Splunk
Splunk Enterprise Security
Four alternativesExabeam, IBM QRadar, Microsoft Sentinel, Securonix Unified Defense SIEM
Palo Alto Networks Cortex XSIAM, Rapid7 InsightIDR, Securonix Unified Defense SIEMno first choiceagainst: LogRhythm, Microsoft Sentinel, Securonix Unified Defense SIEM, Splunk Enterprise Security
DeepSeek V4 FlashMicrosoft Sentinel
Four alternativesCrowdStrike Falcon Next-Gen SIEM, IBM QRadar, Palo Alto Networks Cortex XSIAM, Splunk Enterprise Security
Splunk Enterprise SecurityChanged
Four alternativesExabeam, IBM QRadar, Microsoft Sentinel, Securonix
no first choiceagainst: IBM QRadarGoogle Security Operations
One alternativeExabeam
against: Datadog Cloud SIEM, IBM QRadar, Microsoft Sentinel, Palo Alto Networks Cortex XSIAM, Splunkno first choiceagainst: Elastic Security, Splunk Enterprise Securityagainst: FortiSIEM, IBM QRadar, LogRhythm, OpenText ArcSight, Securonix, Splunk Enterprise Security
Llama 4 MaverickPalo Alto Networks Cortex XSIAM
Three alternativesCrowdStrike Falcon Next-Gen SIEM, Rapid7 InsightIDR, Splunk Enterprise Security
Splunk Enterprise SecurityChangedno first choiceRapid7 InsightIDRno first choiceagainst: LogRhythm, Securonix Unified Defense SIEM, Splunk Enterprise Security
Qwen 3.7 FlashMicrosoft Sentinel, Splunk Enterprise Security
Three alternativesExabeam, IBM QRadar, Wazuh
Microsoft SentinelChanged
Three alternativesGoogle Security Operations, IBM QRadar, Splunk Enterprise Security
no first choice
Four alternativesIBM QRadar, Microsoft Sentinel, Palo Alto Networks Cortex XSIAM, Splunk Enterprise Security
Palo Alto Networks Cortex XSIAM
Two alternativesIBM QRadar, Microsoft Sentinel
against: Google Security Operations, Splunk Enterprise Securityno first choiceagainst: Amazon GuardDuty, ELK Stack, Elasticsearch, IBM QRadar, Logpoint, ManageEngine, Microsoft Defender for Cloud, OpenText ArcSight, SolarWinds Security Event Manager, Wazuh
Kimi K2Splunk Enterprise Security
Four alternativesExabeam, IBM QRadar, Microsoft Sentinel, Palo Alto Networks Cortex XSIAM
Splunk Enterprise SecurityHeld
Two alternativesIBM QRadar, Microsoft Sentinel
no first choiceGoogle Security Operations
One alternativeRapid7 InsightIDR
against: Microsoft Sentinel, SplunkMicrosoft Sentinel
Two alternativesIBM QRadar, Splunk Enterprise Security
against: IBM QRadar, LogRhythm, Microsoft Sentinel, Securonix, Splunk Enterprise Security
GLM 4.7 FlashXSplunk Enterprise Security
Four alternativesExabeam, IBM QRadar, ManageEngine Log360, Microsoft Sentinel
Splunk Enterprise SecurityHeld
Two alternativesMicrosoft Sentinel, Palo Alto Networks Cortex XSIAM
against: IBM QRadarMicrosoft Sentinel, Splunk Enterprise Security
Eight alternativesCrowdStrike Falcon LogScale, Elastic Security, Exabeam, Google Security Operations, IBM QRadar, Palo Alto Networks Cortex XSIAM, Securonix, Sumo Logic
Blumira
Two alternativesGoogle Security Operations, Rapid7 InsightIDR
against: IBM QRadar, Microsoft Sentinel, Splunkno first choiceagainst: IBM QRadar Cloud, QRadar SOAR, and QRadar Log Insights
MiniMax M2.5Microsoft Sentinel
Five alternativesElastic Security, Exabeam, IBM QRadar, Securonix, Splunk Enterprise Security
IBM QRadar, Microsoft SentinelChanged
Two alternativesSecuronix, Splunk Enterprise Security
no first choiceagainst: IBM QRadarExabeam, Google Security Operations
One alternativeBlumira
against: Microsoft Sentinel, SplunkMicrosoft Sentinel
Two alternativesElastic Security, Splunk Enterprise Security
against: LogRhythm, Microsoft Sentinel, Securonix, Splunk Enterprise Security
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 09:09no04 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 08:49yes37 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 08:59yes1324 s
Direct recommendationPerplexity Sonarsonar2026-09-17 08:21yes196 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 09:09yes3115 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 08:45yes54 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 08:21yes1013 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 08:50yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 08:47no040 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 08:47yes1029 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 08:52yes2253 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 09:07no012 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 08:42no05 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 08:52yes36 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 09:11yes1427 s
ParaphrasePerplexity Sonarsonar2026-09-17 08:18yes207 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 08:20yes199 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 08:27yes55 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 08:54yes1413 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 08:51yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 08:37no037 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 08:55yes1527 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 08:33yes2087 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 08:53yes531 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 08:55yes99 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 08:28yes38 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 08:38yes1827 s
ComparativePerplexity Sonarsonar2026-09-17 08:43yes2010 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 08:40yes3118 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 08:48yes1312 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 08:52yes1721 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 08:18yes53 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 09:01yes931 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 08:17yes1350 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 08:42yes17250 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 08:50yes2558 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 08:27yes169 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 09:11yes49 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 09:09yes2734 s
Budget constrainedPerplexity Sonarsonar2026-09-17 09:02yes186 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 08:35yes2414 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 09:03yes107 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 08:49yes1718 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 08:54yes52 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 08:44yes550 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 08:55yes1029 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 08:40yes27281 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 09:13yes933 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 08:37yes1813 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 09:02no010 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 08:28no016 s
Scale constrainedPerplexity Sonarsonar2026-09-17 09:06yes208 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 08:31yes1911 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 09:03no010 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 08:43yes2730 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 08:49yes54 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 08:42no044 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 08:39yes1528 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 08:36yes23223 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 09:12yes1934 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 08:23yes1810 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 08:35yes57 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 08:53yes1225 s
Negative framingPerplexity Sonarsonar2026-09-17 08:41yes207 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 08:47yes2313 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 08:54yes56 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 08:36yes2846 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 08:45yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 08:44no062 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 08:52yes1847 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 08:18yes29122 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 08:37yes1234 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings
ArcSight read as OpenText ArcSight
Cortex XSIAM read as Palo Alto Networks Cortex XSIAM
Datadog read as Datadog Cloud SIEM
Elastic read as Elastic Security
Exabeam Fusion read as Exabeam
Fortinet read as FortiSIEM
Google Chronicle read as Google Security Operations
Google Chronicle (Security Operations) read as Google Security Operations
Google SecOps read as Google Security Operations
OpenText read as OpenText ArcSight
SolarWinds read as SolarWinds Security Event Manager
Unresolved, counted raw
Bloo
CrowdStrike Falcon Guardian
Huawei HiSec Insight
IBM QRadar Cloud, QRadar SOAR, and QRadar Log Insights
IBM\u2019s QRadar SaaS
QAX
SentinelOne Singularity AI SIEM
Venustech
Discontinued, still offered
No shut-down product was recommended here.

Also in security operations

The other categories of this function, with the leader in each.
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