Threat intelligence platforms
Asked as “threat intelligence platform”, and as “cyber threat intelligence feed and platform”, on behalf of a mid-market B2B company. 59 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
12%
Contested · Recorded Future Intelligence Cloud 12%
12MISP12Recorded Future Intelligence Cloud10Anomali ThreatStream66others
12% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: Anomali ThreatStream (11%) replaces NordStellar (13% then, 0% now), 11 points clear, past the 11-point floor.Anomali ThreatStream leads at 11%, replacing NordStellar, which led at 13% and stands at 0% now: 11 points clear, past the floor.
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 business
MISP18%Contested↗new leaderNew leader since September 2026: MISP (18%) replaces NordStellar (19% then, 14% now), 4 points clear, inside the 11-point floor.Standing →Mid-marketMISP12%Contested↗new leaderNew leader since September 2026: Anomali ThreatStream (11%) replaces NordStellar (13% then, 0% now), 11 points clear, past the 11-point floor.This pageEnterprise
Recorded Future Intelligence Cloud73%Clear leader▲+8Since September 2026: 61% → 69%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →
MISP18%Contested↗new leaderNew leader since September 2026: MISP (18%) replaces NordStellar (19% then, 14% now), 4 points clear, inside the 11-point floor.Standing →Mid-marketMISP12%Contested↗new leaderNew leader since September 2026: Anomali ThreatStream (11%) replaces NordStellar (13% then, 0% now), 11 points clear, past the 11-point floor.This pageEnterpriseRecorded Future Intelligence Cloud73%Clear leader▲+8Since September 2026: 61% → 69%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01MISP12%19%36accepted challenger▼−1Since September 2026: 11% → 9%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.11% → 9%
MISP12%19%36accepted challenger▼−1Since September 2026: 11% → 9%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.11% → 9%02Recorded Future Intelligence Cloud12%44%54criticized challenger▲+3Since September 2026: 9% → 11%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 11%
Recorded Future Intelligence Cloud12%44%54criticized challenger▲+3Since September 2026: 9% → 11%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 11%03
Anomali ThreatStream10%30%40criticized challenger▲+9Since September 2026: 2% → 11%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 11%
Anomali ThreatStream10%30%40criticized challenger▲+9Since September 2026: 2% → 11%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 11%04
SOCRadar Extended Threat Intelligence10%13%15accepted challenger▼−1Since September 2026: 11% → 9%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.11% → 9%
SOCRadar Extended Threat Intelligence10%13%15accepted challenger▼−1Since September 2026: 11% → 9%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.11% → 9%05
ThreatConnect8%22%37accepted challenger▲+5Since September 2026: 4% → 9%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 9%
ThreatConnect8%22%37accepted challenger▲+5Since September 2026: 4% → 9%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 9%06
AlienVault OTX5%0%11accepted challenger▲+1Since September 2026: 4% → 6%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 6%
AlienVault OTX5%0%11accepted challenger▲+1Since September 2026: 4% → 6%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 6%07
Cyble Vision5%15%13accepted challenger▼−1Since September 2026: 6% → 6%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 6%
Cyble Vision5%15%13accepted challenger▼−1Since September 2026: 6% → 6%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 6%08
CrowdStrike Falcon Intelligence3%5%21accepted challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 4%
CrowdStrike Falcon Intelligence3%5%21accepted challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 4%09
OpenCTI2%32%28criticized challenger▼−4Since September 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 2%
OpenCTI2%32%28criticized challenger▼−4Since September 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 2%10
Abuse.ch2%0%10accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
Abuse.ch2%0%10accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%Show the four products at 0%, ordered by negative rate
14
Mandiant Threat Intelligence Lab in the set0%47%17criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Mandiant Threat Intelligence Lab in the set0%47%17criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%13
CrowdStrike Falcon0%30%10criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
CrowdStrike Falcon0%30%10criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%12
Google Threat Intelligence Lab in the set0%18%11accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Google Threat Intelligence Lab in the set0%18%11accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%11
Flashpoint Ignite0%11%18accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Flashpoint Ignite0%11%18accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Google Threat Intelligence is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other thirteen models zero times of 52. Mandiant Threat Intelligence is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other thirteen models zero times of 52. Lab treatment is defined on the method page; the row is marked, not excluded.
Head to head
All twenty-eight head-to-head pages: the top eight products, each against each
MISP vs ThreatConnectMISP vs AlienVault OTXMISP vs Cyble VisionMISP vs CrowdStrike Falcon IntelligenceRecorded Future Intelligence Cloud vs Anomali ThreatStreamRecorded Future Intelligence Cloud vs SOCRadar Extended Threat IntelligenceRecorded Future Intelligence Cloud vs ThreatConnectRecorded Future Intelligence Cloud vs AlienVault OTXRecorded Future Intelligence Cloud vs Cyble VisionRecorded Future Intelligence Cloud vs CrowdStrike Falcon IntelligenceAnomali ThreatStream vs SOCRadar Extended Threat IntelligenceAnomali ThreatStream vs ThreatConnectAnomali ThreatStream vs AlienVault OTXAnomali ThreatStream vs Cyble VisionAnomali ThreatStream vs CrowdStrike Falcon IntelligenceSOCRadar Extended Threat Intelligence vs ThreatConnectSOCRadar Extended Threat Intelligence vs AlienVault OTXSOCRadar Extended Threat Intelligence vs Cyble VisionSOCRadar Extended Threat Intelligence vs CrowdStrike Falcon IntelligenceThreatConnect vs AlienVault OTXThreatConnect vs Cyble VisionThreatConnect vs CrowdStrike Falcon IntelligenceAlienVault OTX vs Cyble VisionAlienVault OTX vs CrowdStrike Falcon IntelligenceCyble Vision vs CrowdStrike Falcon Intelligence
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 →
0102030405060708091011121314Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01MISP12%
MISP12%02Recorded Future Intelligence Cloud12%
Recorded Future Intelligence Cloud12%03Anomali ThreatStream10%
Anomali ThreatStream10%04SOCRadar Extended Threat Intelligence10%
SOCRadar Extended Threat Intelligence10%05ThreatConnect8%
ThreatConnect8%06AlienVault OTX5%
AlienVault OTX5%07Cyble Vision5%
Cyble Vision5%08CrowdStrike Falcon Intelligence3%
CrowdStrike Falcon Intelligence3%09OpenCTI2%
OpenCTI2%10Abuse.ch2%
Abuse.ch2%11Flashpoint Ignite0%
Flashpoint Ignite0%12Google Threat Intelligence0%
Google Threat Intelligence0%13CrowdStrike Falcon0%
CrowdStrike Falcon0%14Mandiant Threat Intelligence0%
Mandiant Threat Intelligence0%What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B 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.
Recorded Future Intelligence Cloud44%
24 of 54 labels negative · 10 of 14 models · 5 hard negative
“**Verdict:** Avoid if you have a limited budget or require high-volume, automated ingestion into many disparate tools without manual tuning.” GLM 4.7 FlashX, negative prompt
Anomali ThreatStream30%
12 of 40 labels negative · 8 of 14 models · 3 hard negative
“**Verdict:** Avoid unless you are a large enterprise with specific requirements for high-volume, automated ingestion” GLM 4.7 FlashX, negative prompt
MISP19%
7 of 36 labels negative · 7 of 14 models · 1 hard negative
“avoid building a MISP instance yourself” Qwen 3.7 Flash, paraphrase prompt
OpenCTI32%
9 of 28 labels negative · 7 of 14 models
“NVD describes a critical privilege-escalation issue affecting OpenCTI versions 6.6.0–6.9.12 and fixed in 6.9.13. That's a reason to avoid those **unpatched versions**, not to reject OpenCTI categorically.” GPT-6 Luna, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
74 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1054 links across 226 sites, every framing counted. Ranked by the number of answers carrying the site or page. 56 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · UpGuard38 answers · 45 citations · 12 models
28 answers · 50 citations · 11 models
vendor site · Cyware25 answers · 36 citations · 10 models
vendor site · UnderDefense24 answers · 25 citations · 10 models
vendor site · G223 answers · 24 citations · 10 models
vendor site · Vectra23 answers · 23 citations · 10 models
vendor site · Flare21 answers · 23 citations · 9 models
21 answers · 22 citations · 9 models
19 answers · 25 citations · 9 models
vendor site · Cyble19 answers · 20 citations · 10 models
19 answers · 19 citations · 9 models
vendor site · Recorded Future18 answers · 27 citations · 11 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.
37 answers · 12 models
23 answers · 10 models
23 answers · 10 models
22 answers · 9 models
22 answers · 8 models
21 answers · 9 models
19 answers · 9 models
17 answers · 9 models
16 answers · 9 models
16 answers · 6 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best threat intelligence platform”, “threat intelligence platform”, “threat intelligence platforms”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| MISP misp-project.org | 12% | 92 | 1,600 | 91 | 1,202 | 2 | |
| Recorded Future Intelligence Cloud recordedfuture.com | 12% | 165 | 210 | 1 | 50,278 | 22 | |
| Anomali ThreatStream anomali.com | 10% | 102 | 140 | 4 | 13,320 | 31 | 8 |
| SOCRadar Extended Threat Intelligence socradar.io | 10% | 78 | 20 | 0 | 19,499 | 0 | |
| ThreatConnect threatconnect.com | 8% | 126 | 1,000 | 24 | 1,436 | 0 | |
| AlienVault OTX alienvault.com AlienVault OTX 5%, AlienVault Open Threat Exchange 2% | 7% | 43 | 880 | 6 | 11,662 | ||
| Cyble Vision cyble.com | 5% | 42 | 30 | 1 | 20,856 | 11 | |
| Flare flare.io | 5% | 48 | 49,500 | 97,656 | 12,128 | 6 | |
| Rapid7 parent site Rapid7 Threat Command 5% | 5% | 40 | 14,800 | 798 | |||
| CrowdStrike parent site CrowdStrike Falcon Intelligence 3% | 3% | 64 | 74,000 | 5,130 |
Google's top ten for the three searches hold 16 sites; 1 of them are among the sites the models cited here (cyware.com). The first result for “best threat intelligence platform” is reddit.com.
How 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.ShowHide
How 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.
ShowHideModelDirect“What is the best threat intelligence platform for a mid-market B2B company?”Paraphrase“Which cyber threat intelligence feed and platform would you recommend to a mid-sized B2B company?”Comparative“What are the top threat intelligence platforms and how do they differ?”Budget-constrained“What is the best threat intelligence platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a threat intelligence platform. What should we look at?”Negative“Which threat intelligence platforms should I avoid or be cautious about?”
Claude Haiku 4.5Recorded Future Intelligence CloudRecorded Future Intelligence Cloud, SOCRadar Extended Threat IntelligenceChangedCyble Visionagainst: MISP, OpenCTIAbuse.ch, AlienVault OTXno first choicenothing named
Four alternatives
CloudSEK, CrowdStrike Falcon, Cyble Vision, Mandiant Threat IntelligenceTwo alternatives
LevelBlue Labs' Open Threat Exchange, ThreatConnectSeven alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Flashpoint Ignite, Google Threat Intelligence, Group-IB Threat Intelligence, Recorded Future Intelligence Cloud, ThreatConnectThree alternatives
CloudSEK, IBM X-Force Exchange, MISPGPT-5.4 miniRecorded Future Intelligence Cloudagainst: MISP, OpenCTIAnomali ThreatStream Next-GenChangedRecorded Future Intelligence CloudMISPno first choiceagainst: Cyberthint, GreyNoise
Two alternatives
Anomali ThreatStream, ThreatConnectTwo alternatives
MISP, Recorded Future Intelligence CloudFour alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Flashpoint Ignite, ThreatConnectOne alternative
OpenCTI Community EditionGemini 3.5 FlashFlare, SOCRadar Extended Threat Intelligenceagainst: Mandiant Threat Intelligence, Recorded Future Intelligence CloudFlareChangedagainst: ThreatConnect, ThreatQuotientRecorded Future Intelligence CloudMISP, OpenCTIagainst: Recorded Future Intelligence CloudCyble Vision, Flare, SOCRadar Extended Threat Intelligenceagainst: Anomali ThreatStream, Mandiant Threat Intelligence, Recorded Future Intelligence Cloud, ThreatConnectagainst: Anomali ThreatStream, MISP, Recorded Future Intelligence Cloud, ThreatConnect
Two alternatives
CrowdStrike Falcon Intelligence, UpGuardNine alternatives
Abuse.ch, CISA KEV, CrowdStrike Falcon, CrowdStrike Falcon Intelligence, GreyNoise RIOT, Microsoft Sentinel, OpenCTI, Proofpoint Emerging Threats (ET) Pro, Splunk Enterprise SecurityTwo alternatives
CrowdStrike Falcon Intelligence, Google Threat IntelligenceFour alternatives
Cyble Vision, GreyNoise, LevelBlue Open Threat Exchange, SOCRadar Extended Threat IntelligenceTwo alternatives
MISP, OpenCTIPerplexity SonarSOCRadar Extended Threat Intelligenceagainst: Recorded Future Intelligence CloudAnomali ThreatStream, Cyware Intel ExchangeChangedno first choiceagainst: IBM X-Force Exchangefree OSINT stackagainst: Bitsight, CrowdStrike, Cyble Vision, SOCRadar Extended Threat Intelligenceno first choiceagainst: Google Threat Intelligence, MISP, Mandiant Threat Intelligence, OpenCTI, Recorded Future Intelligence Cloud
Three alternatives
Flare, Rapid7 Threat Command, ThreatConnectThree alternatives
Abuse.ch, AlienVault OTX, CISA KEVOne alternative
CrowdSecGrok 4.1 FastCrowdStrike Falcon Intelligenceagainst: Mandiant Threat IntelligenceAlienVault OTXChangedagainst: Recorded Future Intelligence CloudRecorded Future Intelligence Cloudagainst: Palo Alto Networks Cortex XDRAlienVault Open Threat Exchangeagainst: Anomali ThreatStream, CrowdStrike Falcon X Recon/Feeds, ThreatQuotientno first choiceagainst: Anomali ThreatStream, Mandiant Threat Intelligence, Recorded Future Intelligence Cloud, ThreatConnect
Five alternatives
Anomali ThreatStream, Flashpoint Ignite, ManageEngine Log360, Recorded Future Intelligence Cloud, ThreatConnectThree alternatives
Cyble Vision, MISP, ThreatConnectOne alternative
CrowdStrike FalconTwo alternatives
MISP, OpenCTIMistral SmallCyble Vision, Rapid7 Threat Commandagainst: Anomali ThreatStream, CrowdStrike FalconRecorded Future Intelligence CloudChangedRecorded Future Intelligence CloudCrowdSecno first choiceagainst: Anomali ThreatStream, Mandiant Threat Intelligence, Recorded Future Intelligence Cloud, ThreatConnect
One alternative
UpGuardFive alternatives
AlienVault OTX, Anomali ThreatStream, CISA Automated Indicator Sharing, CrowdStrike Falcon Intelligence, MISPThree alternatives
MISP, OpenCTI, YetiThree alternatives
CISA Automated Indicator Sharing, SOCRadar Extended Threat Intelligence, VirusTotalDeepSeek V4 FlashCyble Vision, Rapid7 Threat Commandagainst: Mandiant Threat Intelligence, Palo Alto Networks Cortex XSOAR, Recorded Future Intelligence Cloud, XSIAMAnomali ThreatStreamChangedagainst: Flashpoint Ignite, Recorded Future Intelligence CloudRecorded Future Intelligence Cloudagainst: Anomali ThreatStreamAlienVault OTXagainst: CrowdStrike Falcon, Recorded Future Intelligence CloudCrowdStrike Falcon Intelligence, Microsoft Defender Threat Intelligenceagainst: CrowdStrike Falcon, Cyble Vision, Google Threat Intelligence, Recorded Future Intelligence Cloud
Four alternatives
Anomali ThreatStream, CrowdStrike Falcon, NordStellar, OpenCTIFive alternatives
Abuse.ch, AlienVault OTX, CISA Automated Indicator Sharing, CrowdStrike Falcon Intelligence, MISPSeven alternatives
CrowdStrike Falcon Intelligence, Cyware Threat Intelligence Platform, Google Threat Intelligence, MISP, OpenCTI, Palo Alto Networks AutoFocus / Cortex, ThreatConnectFour alternatives
ESET Threat Intelligence, Have I Been Pwned, MISP, OpenCTITwo alternatives
Anomali ThreatStream, Recorded Future Intelligence CloudLlama 4 Maverickno first choiceno first choiceHeldno first choiceStellar Cyberno first choiceagainst: Anomali ThreatStream, Flashpoint Ignite, Mandiant Threat Intelligence, Recorded Future Intelligence Cloud
Two alternatives
Flare, Vectra AIQwen 3.7 FlashThreatConnectagainst: Recorded Future Intelligence CloudThreatConnectHeldagainst: MISPRecorded Future Intelligence CloudRecorded Future Open Threat Exchangeno first choiceagainst: CrowdStrike, Microsoft, SentinelOne Singularity
Two alternatives
ManageEngine Log360, UpGuardTwo alternatives
CrowdStrike Falcon Intelligence, IntSightsFour alternatives
CrowdStrike Falcon Intelligence, Flashpoint Ignite, Google Threat Intelligence, MISPThree alternatives
CrowdStrike Falcon Go, Microsoft Defender for Cloud, SOCRadar LabsKimi K2Anomali ThreatStream, ThreatConnectagainst: Recorded Future Intelligence CloudSOCRadar Extended Threat Intelligence, ThreatConnectChangedagainst: Recorded Future Intelligence CloudMandiant Threat Intelligence, Recorded Future Intelligence CloudMISPagainst: Anomali ThreatStream, CrowdStrike Falcon Intelligence, Recorded Future Intelligence CloudAnomali ThreatStream, ThreatConnectagainst: Recorded Future Intelligence Cloudagainst: Anomali ThreatStream, CrowdStrike, Koi Security, Microsoft, OpenCTI, Palo Alto, SOCRadar Extended Threat Intelligence, ThreatConnect
Two alternatives
Google Threat Intelligence, NordStellarOne alternative
MISPSix alternatives
Anomali ThreatStream, CrowdStrike Falcon X, MISP, OpenCTI, ThreatConnect, YetiThree alternatives
Open Threat Exchange, OpenCTI, VirusTotalThree alternatives
CrowdStrike Falcon Intelligence, Google Cloud, Microsoft Defender Threat IntelligenceGLM 4.7 FlashXRecorded Future Intelligence Cloud, ThreatSearchAnomali ThreatStreamChangedagainst: Recorded Future Intelligence CloudRecorded Future Intelligence Cloud, ThreatConnectMISPno first choiceagainst: Anomali ThreatStream, MISP, OpenCTI, Recorded Future Intelligence Cloud, ThreatConnect
Two alternatives
Anomali ThreatStream, ThreatConnectTwo alternatives
CrowdStrike Falcon Intelligence, MISPNine alternatives
Anomali ThreatStream, Bitsight, CrowdStrike Falcon Intelligence, Cyware Intel Exchange, IBM Security X‑Force, Mandiant Threat Intelligence, OpenCTI, RiskIQ, ZeroFox IntelligenceThree alternatives
ESET Threat Intelligence, OpenCTI, SOCRadar Extended Threat IntelligenceMiniMax M2.5Rapid7 Threat CommandAnomali ThreatStream, EclecticIQ Platform, Recorded Future Intelligence CloudChangedagainst: Splunk ES (with Splunk Threat IntelligenceRecorded Future Intelligence CloudMISPno first choicenothing named
Two alternatives
ManageEngine Log360, UpGuardSeven alternatives
AlienVault OTX, Emerging Threats – ETPro, Intel471, MISP, Microsoft Defender Threat Intelligence, Microsoft Sentinel – Threat Intelligence, ThreatConnectFive alternatives
Anomali ThreatStream, Cyware Threat Intelligence Platform, IBM X-Force Exchange, Mandiant Threat Intelligence, ThreatConnectThree alternatives
Abuse.ch, AlienVault OTX, VirusTotal communityGPT-6 LunaRecorded Future Intelligence Cloudagainst: OpenCTIMicrosoft Defender Threat IntelligenceChangedno first choiceagainst: MISP, OpenCTIMISPno first choiceagainst: OpenCTI
Two alternatives
Anomali ThreatStream, ThreatConnectTwo alternatives
Anomali ThreatStream AI Professional, Recorded Future Intelligence CloudOne alternative
OpenCTI Community EditionMuse Glimmer 30BUpGuardagainst: Recorded Future Intelligence CloudSOCRadar Extended Threat IntelligenceChangedagainst: Recorded Future Intelligence CloudRecorded Future Intelligence CloudMISPno first choiceagainst: Anomali ThreatStream, CrowdStrike, Microsoft, OpenCTI, Palo Alto, Recorded Future Intelligence Cloud, ThreatConnect
Two alternatives
Cyble Vision, ThreatConnectFour alternatives
AlienVault Open Threat Exchange, Anomali ThreatStream, CISA Known Exploited Vulnerabilities (KEV) Catalog, MISPSix alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Google Threat Intelligence, MISP, OpenCTI, ThreatConnectThree alternatives
AlienVault OTX, OpenCTI, VirusTotalBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The 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
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:56 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:12 | yes | 4 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:58 | yes | 22 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 11:42 | yes | 23 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:24 | yes | 22 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:35 | yes | 7 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:51 | yes | 21 | 34 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:57 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:42 | yes | 10 | 36 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:26 | yes | 17 | 24 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:52 | yes | 12 | 26 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:47 | yes | 12 | 35 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:58 | yes | 3 | 19 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:40 | yes | 21 | 33 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:27 | yes | 18 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:43 | yes | 3 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:18 | yes | 7 | 31 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 07:48 | yes | 20 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:27 | yes | 24 | 14 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:48 | no | 0 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:10 | yes | 22 | 44 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:29 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:20 | no | 0 | 41 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 07:48 | yes | 19 | 22 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:14 | yes | 24 | 40 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:58 | no | 0 | 59 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:26 | yes | 3 | 17 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:00 | yes | 25 | 37 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:02 | yes | 16 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:38 | yes | 5 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:28 | yes | 21 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 12:51 | yes | 22 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:04 | yes | 22 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:11 | yes | 25 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:04 | yes | 23 | 60 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:58 | yes | 5 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:40 | yes | 10 | 24 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:49 | yes | 18 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:38 | yes | 14 | 72 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:04 | yes | 10 | 17 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:40 | yes | 9 | 25 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:49 | yes | 13 | 37 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:15 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:46 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:42 | yes | 15 | 24 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 12:18 | yes | 23 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:43 | yes | 22 | 6 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:46 | yes | 8 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:17 | yes | 24 | 26 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:24 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:28 | yes | 10 | 29 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 07:48 | yes | 14 | 25 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:38 | yes | 24 | 43 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:11 | yes | 11 | 26 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:00 | yes | 2 | 8 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:39 | yes | 15 | 15 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:01 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:26 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:49 | yes | 13 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 07:56 | yes | 20 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:49 | yes | 18 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:21 | no | 0 | 11 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:47 | yes | 19 | 72 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:38 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:49 | yes | 10 | 25 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:25 | yes | 17 | 42 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:13 | yes | 17 | 28 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:43 | no | 0 | 8 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:30 | yes | 4 | 17 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:54 | yes | 12 | 24 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:51 | no | 0 | 2 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:04 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:30 | yes | 8 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 10:59 | yes | 19 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:28 | yes | 21 | 5 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:50 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:37 | yes | 21 | 36 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:28 | yes | 9 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:04 | no | 0 | 49 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:55 | yes | 24 | 28 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:18 | yes | 23 | 61 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:36 | no | 0 | 51 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:46 | yes | 4 | 16 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:18 | yes | 24 | 31 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Anomali read as Anomali ThreatStream
Cisco Talos Intelligence read as Cisco Talos
CrowdStrike Falcon Adversary Intelligence read as CrowdStrike Falcon Intelligence
Cyble read as Cyble Vision
Cyble (Cyble Vision) read as Cyble Vision
Cyware read as Cyware Intel Exchange
Cyware (CTIX) read as Cyware Intel Exchange
Flashpoint read as Flashpoint Ignite
Google Mandiant read as Google Threat Intelligence
Google Mandiant Threat Intelligence read as Google Threat Intelligence
Google Threat Intelligence / Mandiant read as Google Threat Intelligence
Group-IB read as Group-IB Threat Intelligence
IBM X-Force read as IBM X-Force Exchange
IBM X‑Force read as IBM X-Force Exchange
Mandiant read as Mandiant Threat Intelligence
Mandiant (FireEye) read as Mandiant Threat Intelligence
Mandiant (Google Threat Intelligence) read as Mandiant Threat Intelligence
Mandiant (Google) read as Mandiant Threat Intelligence
Mandiant Advantage read as Mandiant Threat Intelligence
Microsoft Defender TI read as Microsoft Defender Threat Intelligence
Microsoft Defender for Threat Intelligence read as Microsoft Defender Threat Intelligence
Microsoft Threat Intelligence read as Microsoft Defender Threat Intelligence
Recorded Future read as Recorded Future Intelligence Cloud
Recorded Future (Intel Graph) read as Recorded Future Intelligence Cloud
Recorded Future (Intelligence Cloud) read as Recorded Future Intelligence Cloud
Recorded Future (now Mastercard) read as Recorded Future Intelligence Cloud
SOCRadar read as SOCRadar Extended Threat Intelligence
SentinelOne read as SentinelOne Singularity
Splunk read as Splunk Enterprise Security
ZeroFOX read as ZeroFox Intelligence
ZeroFox read as ZeroFox Intelligence
Unresolved, counted raw
Anomali STAXX
Anomali ThreatStream AI Professional
Anomali ThreatStream Next-Gen
Automotive ISAC
CISA Known Exploited Vulnerabilities (KEV)
CrowdStrike Falcon X Recon/Feeds
Cyberthint
Cyble Vision Threat Intel
EclecticIQ Platform
Emerging Threats (ET) – Snort/Suricata rules
Emerging Threats – ETPro
FS-ISAC
FireEye (Mandiant) – Threat Intelligence (feed)
Google APT Search
GreyNoise RIOT
Group‑IB
Health-ISAC
IBM Security X‑Force
Koi Security
LevelBlue Labs' Open Threat Exchange (OTX)
Maltego
Mandiant (FireEye) TIP
Microsoft Sentinel – Threat Intelligence
Mimecast Email Security with Targeted Threat Protection
Palo Alto Networks AutoFocus / Cortex
Proofpoint Emerging Threats (ET) Pro
Recorded Future Open Threat Exchange (OTX)
SOCRadar Labs
Splunk ES (with Splunk Threat Intelligence
abuse.ch Tools
awesome-threat-intelligence list
free OSINT stack
Discontinued, still offered
No shut-down product was recommended here.