Threat intelligence platforms for enterprise buyers
Asked as “threat intelligence platform”, and as “cyber threat intelligence feed and platform”, on behalf of an enterprise B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
62%
Clear leader
62Recorded Future Intelligence Cloud10CrowdStrike Falcon Intelligence06Group-IB Threat Intelligence23others
62% of first choices, clear leader.
Since October 2026▼−11Since October 2026: 73% → 62%, −11 points. Past the 11-point floor: movement.Recorded Future Intelligence Cloud held the lead, −11 points on 73%, 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
MISP19%Contested▲+1Since October 2026: 18% → 19%, +1 point. Inside the 11-point floor: within noise.Standing →Mid-marketMISP21%Contested▲+9Since October 2026: 12% → 21%, +9 points. Inside the 11-point floor: within noise.Standing →Enterprise
Recorded Future Intelligence Cloud62%Clear leader▼−11Since October 2026: 73% → 62%, −11 points. Past the 11-point floor: movement.This page
MISP19%Contested▲+1Since October 2026: 18% → 19%, +1 point. Inside the 11-point floor: within noise.Standing →Mid-marketMISP21%Contested▲+9Since October 2026: 12% → 21%, +9 points. Inside the 11-point floor: within noise.Standing →EnterpriseRecorded Future Intelligence Cloud62%Clear leader▼−11Since October 2026: 73% → 62%, −11 points. Past the 11-point floor: movement.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Recorded Future Intelligence Cloud62%11%66endorsed leader▼−11Since October 2026: 73% → 62%, −11 points. Past the 11-point floor: movement.73% → 62%
Recorded Future Intelligence Cloud62%11%66endorsed leader▼−11Since October 2026: 73% → 62%, −11 points. Past the 11-point floor: movement.73% → 62%02
CrowdStrike Falcon Intelligence10%9%43accepted challenger▲+8Since October 2026: 2% → 10%, +8 points. Inside the 11-point floor: within noise.2% → 10%
CrowdStrike Falcon Intelligence10%9%43accepted challenger▲+8Since October 2026: 2% → 10%, +8 points. Inside the 11-point floor: within noise.2% → 10%03
Group-IB Threat Intelligence6%0%12accepted challenger▲+6Since October 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise.0% → 6%
Group-IB Threat Intelligence6%0%12accepted challenger▲+6Since October 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise.0% → 6%04
Google Threat Intelligence Lab in the set4%17%30accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise.0% → 4%
Google Threat Intelligence Lab in the set4%17%30accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise.0% → 4%05
Mandiant Threat Intelligence Lab in the set2%9%23accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Mandiant Threat Intelligence Lab in the set2%9%23accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%06
ThreatConnect2%22%40accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%
ThreatConnect2%22%40accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%07
Cyble Vision2%0%14accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
Cyble Vision2%0%14accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%08
Bitsight2%0%11accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Bitsight2%0%11accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%09
OpenCTI2%19%16accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
OpenCTI2%19%16accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%Show the seven products at 0%, ordered by negative rate
16
Microsoft Defender Threat Intelligence0%33%12criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Microsoft Defender Threat Intelligence0%33%12criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%15MISP0%32%19criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
MISP0%32%19criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%11
Anomali ThreatStream0%19%48accepted challenger▼−6Since October 2026: 6% → 0%, −6 points. Inside the 11-point floor: within noise.6% → 0%
Anomali ThreatStream0%19%48accepted challenger▼−6Since October 2026: 6% → 0%, −6 points. Inside the 11-point floor: within noise.6% → 0%14
Cyware Intel Exchange0%14%14accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Cyware Intel Exchange0%14%14accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%13
Intel 4710%8%12accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Intel 4710%8%12accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%10
Flashpoint Ignite0%3%30accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Flashpoint Ignite0%3%30accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%12
ZeroFox Intelligence0%0%11accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
ZeroFox Intelligence0%0%11accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. 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 two 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 one time of 52. Lab treatment is defined on the method page; the row is marked, not excluded.
For buyers
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All twenty-eight head-to-head pages: the top eight products, each against each
MISP vs SOCRadar Extended Threat IntelligenceMISP vs CrowdStrike Falcon IntelligenceMISP vs Recorded Future Intelligence CloudMISP vs AlienVault OTXOpenCTI vs Anomali ThreatStreamOpenCTI vs Rapid7 Threat CommandOpenCTI vs SOCRadar Extended Threat IntelligenceOpenCTI vs CrowdStrike Falcon IntelligenceOpenCTI vs Recorded Future Intelligence CloudOpenCTI vs AlienVault OTXAnomali ThreatStream vs Rapid7 Threat CommandAnomali ThreatStream vs SOCRadar Extended Threat IntelligenceAnomali ThreatStream vs CrowdStrike Falcon IntelligenceAnomali ThreatStream vs Recorded Future Intelligence CloudAnomali ThreatStream vs AlienVault OTXRapid7 Threat Command vs SOCRadar Extended Threat IntelligenceRapid7 Threat Command vs CrowdStrike Falcon IntelligenceRapid7 Threat Command vs Recorded Future Intelligence CloudRapid7 Threat Command vs AlienVault OTXSOCRadar Extended Threat Intelligence vs CrowdStrike Falcon IntelligenceSOCRadar Extended Threat Intelligence vs Recorded Future Intelligence CloudSOCRadar Extended Threat Intelligence vs AlienVault OTXCrowdStrike Falcon Intelligence vs Recorded Future Intelligence CloudCrowdStrike Falcon Intelligence vs AlienVault OTXRecorded Future Intelligence Cloud vs AlienVault OTX
One product takes 62% of first choices here, so the chart would put fifteen markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Two products carry a negative rate above 25% in this category.
What they warned about
Eight of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Qwen 3.7 Flash, Kimi K2 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.
Anomali ThreatStream19%
9 of 48 labels negative · 9 of 14 models · 3 hard negative
“Anomali has also received strong warnings from analysts regarding its suitability for large enterprises” Mistral Small, negative prompt
ThreatConnect22%
9 of 40 labels negative · 9 of 14 models · 3 hard negative
“ThreatConnect is mentioned as a platform that some analysts advise avoiding unless the company is growing fast” Llama 4 Maverick, negative prompt
MISP32%
6 of 19 labels negative · 6 of 14 models · 1 hard negative
“Generally not recommended for large enterprises” MiniMax M2.5, negative prompt
Recorded Future Intelligence Cloud11%
7 of 66 labels negative · 6 of 14 models
“The acquisition pattern where Mastercard acquired Recorded Future and Dataminr acquired ThreatConnect has shifted how these platforms are positioned and prioritized.” Kimi K2, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
77 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. 888 links across 236 sites, every framing counted. Ranked by the number of answers carrying the site or page. 55 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 · Recorded Future25 answers · 31 citations · 12 models
vendor site · Bitsight24 answers · 35 citations · 11 models
publisher (Gane)24 answers · 28 citations · 9 models
23 answers · 24 citations · 8 models
22 answers · 22 citations · 9 models
vendor site · Cyble22 answers · 22 citations · 10 models
17 answers · 19 citations · 9 models
15 answers · 16 citations · 9 models
13 answers · 18 citations · 8 models
vendor site · Flashpoint13 answers · 17 citations · 9 models
13 answers · 15 citations · 6 models
vendor site · Vectra12 answers · 12 citations · 9 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.
23 answers · 8 models
23 answers · 9 models
22 answers · 9 models
22 answers · 10 models
15 answers · 9 models
14 answers · 10 models
12 answers · 9 models
11 answers · 8 models
10 answers · 9 models
10 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 | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Recorded Future Intelligence Cloud recordedfuture.com Recorded Future Intelligence Cloud 62%, Recorded Future Threat Intelligence 4% | 65% | 163 | 210 | 1 | 50,278 | 22 | ||
| CrowdStrike parent site CrowdStrike Falcon Intelligence 10% | 10% | 102 | 74,000 | 5,130 | ||||
| Group-IB Threat Intelligence group-ib.com | 6% | 15 | 44,299 | 1 | 5 | |||
| Google Threat Intelligence google.dev | 4% | 52 | 1,000 | 21 | 881,346 | 109 | ||
| Bitsight bitsight.com Bitsight 2%, Bitsight Cyber Risk Intelligence 2% | 4% | 160 | 4,400 | 146 | 126,245 | $60 | 31 | |
| Mandiant mandiant.com Mandiant Threat Intelligence 2% | 2% | 42 | 6,600 | 253 | 225 | |||
| ThreatConnect threatconnect.com | 2% | 111 | 1,000 | 24 | 1,436 | 0 | ||
| Cyble Vision cyble.com | 2% | 91 | 30 | 1 | 20,856 | 11 | ||
| OpenCTI filigran.io | 2% | 72 | 1,900 | 94 | 1,947 | 0 | ||
| Palo Alto Networks parent site Palo Alto Networks Cortex XSOAR 2% | 2% | 12 | 40,500 | 1,088 |
Google's top ten for the three searches hold 16 sites; 1 of them are among the sites the models cited here (gartner.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 an enterprise B2B company?”Paraphrase“Which cyber threat intelligence feed and platform would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade threat intelligence platforms and how do they differ?”Budget-constrained“What is the best threat intelligence 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 threat intelligence platform. What should we look at?”Negative“Which threat intelligence platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5CrowdStrike Falcon IntelligenceRecorded Future Intelligence CloudChangedno first choiceRecorded Future Intelligence Cloudagainst: CrowdStrike, Mandiant Threat Intelligenceno first choiceagainst: Anomali ThreatStream, Cyware Intel Exchange, ESET Threat Intelligence, Google Threat Intelligence
Four alternatives
Anomali ThreatStream, Cyble Vision, Mandiant Threat Intelligence, Recorded Future Intelligence CloudFour alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Flashpoint Ignite, Mandiant Threat IntelligenceGPT-5.4 miniRecorded Future Intelligence CloudRecorded Future Threat IntelligenceChangedGoogle Threat Intelligence, Recorded Future Intelligence CloudGoogle Threat Intelligenceno first choicenothing named
Three alternatives
Flashpoint Ignite, ThreatConnect, ZeroFox IntelligenceTwo alternatives
CrowdStrike threat intelligence / TIP capabilities, ThreatConnect PlatformSix alternatives
Bitsight, Flashpoint Ignite, Intel 471, SOCRadar Extended Threat Intelligence, ThreatConnect, ZeroFox IntelligenceOne alternative
Recorded Future Intelligence CloudGemini 3.5 FlashRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldno first choiceOpenCTIno first choiceagainst: MISP, OpenCTI
Five alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Flashpoint Ignite, Mandiant Threat Intelligence, ThreatConnectFive alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Google Threat Intelligence, Microsoft Defender Threat Intelligence, ThreatConnectThree alternatives
CrowdStrike Falcon Intelligence, Google Threat Intelligence, ThreatConnectPerplexity SonarRecorded Future Intelligence CloudRecorded Future Threat Intelligence, ThreatConnectChangedno first choiceCrowdStrike Falcon Intelligenceagainst: Recorded Future Intelligence Cloudno first choiceagainst: ANY.RUN, AlienVault OTX, Anomali ThreatStream, CrowdStrike Falcon Intelligence, Cyware Intel Exchange, EclecticIQ, Flashpoint Ignite, Google Threat Intelligence, GreyNoise, IBM X-Force Exchange, Intel 471, MISP, Microsoft Defender Threat Intelligence, Recorded Future Intelligence Cloud, SOCRadar Extended Threat Intelligence, Silent Push, ThreatConnect
Six alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Cyware Intel Exchange, Flashpoint Ignite, Google Threat Intelligence, ThreatConnectEight alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Cyble Vision, Cyware Intel Exchange, Flashpoint Ignite, Google Threat Intelligence, Microsoft Defender Threat Intelligence, Microsoft SentinelTwelve alternatives
Anomali ThreatStream, Bitsight, CloudSEK, CrowdStrike Falcon Intelligence, Cyble Vision, Cyware Intel Exchange, Flashpoint Ignite, Google Threat Intelligence, Microsoft Defender Threat Intelligence, OpenCTI, Recorded Future Intelligence Cloud, ThreatConnectTwo alternatives
MISP, Microsoft Defender Threat IntelligenceGrok 4.20Recorded Future Intelligence CloudRecorded Future Intelligence CloudHeldagainst: AlienVault OTX, GreyNoise, ShadowserverGoogle Threat Intelligence, Recorded Future Intelligence CloudGroup-IB Threat Intelligenceagainst: Anomali ThreatStream, CrowdStrike Falcon Intelligence, ThreatConnectRecorded Future Intelligence Cloudnothing named
Five alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Google Threat Intelligence, Rapid7 Threat Command, ThreatConnectFive alternatives
Bitsight, CrowdStrike Falcon Intelligence, IBM X-Force Exchange, Mandiant (Google) Threat Intelligence Platform + Feeds, SOCRadar Extended Threat IntelligenceFive alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Cyble Vision, Flashpoint Ignite, ThreatConnectFour alternatives
DigitalStakeout, MISP, OpenCTI, Recorded Future Intelligence CloudSix alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Mandiant/Google Threat Intelligence, Microsoft Defender Threat Intelligence, Rapid7 Threat Command, ThreatConnectMistral SmallRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldRecorded Future Intelligence CloudCrowdStrike Falcon Intelligenceno first choiceagainst: Anomali ThreatStream, Constella Intelligence, OSINT Industries, Palantir, ThreatConnect
Three alternatives
CrowdStrike Falcon Intelligence, Cyble Vision, Mandiant Threat IntelligenceThree alternatives
Bitsight, CrowdStrike, Mandiant Threat IntelligenceSeven alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Cyble Vision, Flashpoint Ignite, Mandiant Threat Intelligence, ThreatConnect, ZeroFox IntelligenceTwo alternatives
Google Threat Intelligence, Recorded Future Intelligence CloudDeepSeek V4 FlashRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldRecorded Future Intelligence CloudRecorded Future Intelligence Cloudagainst: Google Threat Intelligenceno first choiceagainst: AlienVault OTX, Anomali ThreatStream, MISP, Recorded Future Intelligence Cloud, RiskIQ, ThreatConnect, VirusTotal
Four alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Flashpoint Ignite, Google Threat IntelligenceFour alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Flashpoint Ignite, Google Threat IntelligenceSix alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Cyble Vision, Flashpoint Ignite, Google Threat Intelligence, ThreatConnect Intelligence Operations PlatformOne alternative
Group-IB Threat IntelligenceLlama 4 MaverickRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldno first choiceCrowdStrike Falcon Intelligence, Cyble Vision, Recorded Future Intelligence Cloudno first choiceagainst: Recorded Future Intelligence Cloud, ThreatConnect
Three alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Cyble VisionThirteen alternatives
Anomali ThreatStream, Bitsight, Cisco Talos, CrowdStrike, Flare, Flashpoint Ignite, Google Cloud, Group-IB Threat Intelligence, Intel 471, Kaspersky, NordStellar, Palo Alto, ZeroFox IntelligenceQwen 3.7 FlashRecorded Future Intelligence CloudBitsightChangedRecorded Future Intelligence CloudRecorded Future Intelligence Cloudagainst: Anomali ThreatStream, CrowdStrike Falcon Adversary Intel, MISP / OpenCTI, ThreatConnectno first choiceagainst: MISP
Five alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligent Security Suite, Microsoft Defender XDR, Palo Alto Networks, ThreatQuotientFour alternatives
CrowdStrike Falcon Intelligence, Flashpoint Ignite, Mandiant Threat Intelligence, Recorded Future Intelligence CloudFour alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Flashpoint Ignite, ThreatConnectKimi K2Bitsight Cyber Risk Intelligence, Palo Alto Networks Cortex XSOARRecorded Future Intelligence CloudChangedagainst: CrowdStrike Falcon IntelligenceMandiant/Google, Recorded Future Intelligence CloudRecorded Future Intelligence Cloudagainst: Anomali ThreatStream, Google Threat Intelligenceno first choiceagainst: IBM X-Force Exchange Threat Intelligence, QRadar SaaS, Recorded Future Intelligence Cloud, ThreatConnect
Two alternatives
Armis Centrix, Kaspersky Threat Intelligence PortalOne alternative
Google Threat IntelligenceFour alternatives
Anomali ThreatStream, CrowdStrike, Flashpoint Ignite, ThreatConnectOne alternative
Microsoft Defender Threat IntelligenceGLM 4.7 FlashXRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldRecorded Future Intelligence CloudGroup-IB Threat Intelligenceno first choiceagainst: Criminal IP, CrowdStrike Falcon Intelligence, Recorded Future Intelligence Cloud
Three alternatives
Bitsight, CrowdStrike Falcon Intelligence, ThreatConnectFive alternatives
AlienVault Open Threat Exchange, Anomali Marketplace, CrowdStrike Falcon Intelligence, Mandiant Threat Intelligence, abuse.ch URLhausFive alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Flashpoint Ignite, Google Threat Intelligence, ThreatConnectThree alternatives
CrowdStrike Falcon Intelligence, Recorded Future Intelligence Cloud, VenariXMiniMax M2.5CrowdStrike Falcon Intelligence, Google Threat Intelligence, Recorded Future Intelligence CloudMandiant Threat Intelligence, Recorded Future Intelligence CloudChangedno first choiceRecorded Future Intelligence Cloudagainst: Microsoft Defender Threat IntelligenceRecorded Future Intelligence Cloudagainst: Anomali ThreatStream, MISP, Mandiant Threat Intelligence, OpenCTI, Recorded Future Intelligence Cloud, ThreatConnect
Five alternatives
Anomali ThreatStream, MISP, Mandiant Threat Intelligence, OpenCTI, ThreatConnectFive alternatives
CrowdStrike Falcon Intelligence, Flashpoint Ignite, IBM X-Force Exchange, ISACs, Palo Alto Networks Unit 42Two alternatives
CrowdStrike Falcon Intelligence, Mandiant Threat IntelligenceFive alternatives
CrowdStrike Falcon Intelligence, Mandiant Threat Intelligence, Microsoft Sentinel, Palo Alto Networks Cortex Cloud, Palo Alto Networks Cortex XSIAMGPT-6 LunaRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldGoogle Threat Intelligence, Recorded Future Intelligence Cloudagainst: Microsoft Defender Threat IntelligencePulsediveno first choiceagainst: Microsoft Defender Threat Intelligence, OpenCTI
Two alternatives
Anomali ThreatStream, Google Threat IntelligenceOne alternative
Google Threat IntelligenceFive alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Flashpoint Ignite, Intel 471 Verity471, ZeroFox IntelligenceThree alternatives
MISP, OpenCTI, Recorded Future Intelligence CloudMuse Glimmer 30BRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldRecorded Future Intelligence CloudGroup-IB Threat Intelligence, Recorded Future Intelligence Cloudagainst: Google Threat Intelligenceno first choiceagainst: MISP, Yetiagainst: Anomali ThreatStream, ThreatConnect
Three alternatives
Anomali ThreatStream, Mandiant Threat Intelligence, now Google, ThreatConnect Threat Intelligence Platform TIPTwo alternatives
Bitsight, CrowdStrike Falcon IntelligenceSix alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Flashpoint Ignite, Google Threat Intelligence, Intel 471, ThreatConnectBold 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.
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 | 2026-11-01 09:48 | yes | 10 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:15 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 16:46 | yes | 11 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 18:22 | yes | 10 | 6 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:04 | yes | 5 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:57 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:03 | yes | 20 | 20 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:52 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:34 | no | 0 | 25 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:56 | yes | 5 | 20 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 18:51 | yes | 25 | 312 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:32 | yes | 5 | 26 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 18:11 | yes | 5 | 16 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:45 | yes | 15 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 19:35 | yes | 18 | 11 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:46 | yes | 5 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 19:30 | yes | 4 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 15:34 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 19:10 | yes | 5 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 18:01 | yes | 10 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:41 | yes | 20 | 38 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:40 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:18 | yes | 5 | 25 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:45 | yes | 9 | 47 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 19:12 | yes | 24 | 36 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:16 | no | 0 | 22 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:54 | yes | 2 | 16 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:21 | yes | 14 | 24 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:54 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:45 | yes | 5 | 13 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:37 | yes | 11 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 13:44 | yes | 10 | 8 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 18:54 | yes | 5 | 12 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:46 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:18 | yes | 23 | 37 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:19 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:37 | yes | 5 | 19 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:46 | yes | 20 | 61 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:14 | yes | 22 | 143 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:43 | yes | 14 | 35 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:06 | yes | 8 | 32 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 18:05 | yes | 12 | 25 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:04 | yes | 16 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:30 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 17:21 | yes | 9 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 14:36 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:33 | yes | 14 | 13 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 18:28 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 17:03 | yes | 21 | 39 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:12 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 18:00 | yes | 9 | 28 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:57 | yes | 25 | 47 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:34 | yes | 21 | 45 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 19:08 | yes | 14 | 60 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:52 | yes | 3 | 15 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 18:24 | yes | 23 | 30 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:39 | yes | 18 | 13 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:03 | yes | 2 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:17 | no | 0 | 18 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 11:09 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:56 | yes | 15 | 15 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:34 | no | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:10 | yes | 25 | 43 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 18:19 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 19:39 | no | 0 | 31 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:20 | yes | 15 | 80 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 19:17 | yes | 13 | 40 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:16 | yes | 19 | 38 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:31 | yes | 2 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:50 | yes | 15 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:51 | yes | 18 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:44 | yes | 4 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:33 | no | 0 | 16 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 09:34 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:44 | yes | 9 | 13 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 18:20 | yes | 5 | 12 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:28 | yes | 21 | 46 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:57 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:58 | no | 0 | 32 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:47 | yes | 25 | 38 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 18:05 | yes | 25 | 129 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:01 | yes | 9 | 60 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:23 | yes | 5 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:53 | yes | 24 | 25 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
Anomali (ThreatStream) read as Anomali ThreatStream
Cisco (Talos) read as Cisco Talos
CrowdStrike Adversary Intelligence read as CrowdStrike Falcon Intelligence
CrowdStrike Falcon Adversary Intelligence read as CrowdStrike Falcon Intelligence
CrowdStrike Intelligence read as CrowdStrike Falcon Intelligence
Cyble read as Cyble Vision
Cyware read as Cyware Intel Exchange
Flashpoint read as Flashpoint Ignite
Google Cloud Threat Intelligence (Mandiant + VirusTotal) read as Mandiant Threat Intelligence
Google Mandiant (Threat Intelligence) 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
Mandiant read as Mandiant Threat Intelligence
Mandiant (Google Cloud) 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
Mandiant Advantage (Google Cloud) read as Mandiant Threat Intelligence
Microsoft Defender TI read as Microsoft Defender Threat Intelligence
Microsoft Threat Intelligence read as Microsoft Defender Threat Intelligence
Palo Alto Cortex XSOAR read as Palo Alto Networks Cortex XSOAR
Palo Alto XSOAR read as Palo Alto Networks Cortex XSOAR
Recorded Future read as Recorded Future Intelligence Cloud
Recorded Future (Intelligence Cloud) read as Recorded Future Intelligence Cloud
SOCRadar read as SOCRadar Extended Threat Intelligence
ZeroFOX read as ZeroFox Intelligence
ZeroFox read as ZeroFox Intelligence
Unresolved, counted raw
ANY.RUN
ANY.RUN Threat Intelligence Feeds
Anomali Marketplace
CrowdStrike Falcon Adversary Intel
CrowdStrike Falcon Intelligent Security Suite
CrowdStrike threat intelligence / TIP capabilities
Cyjax
Dataminr
Dataminr for Cyber Defense
Defender TI
FBI InfraGard Portal
HOZINT
IBM X-Force Exchange Threat Intelligence
ISACs (Information Sharing and Analysis Centers)
IT-ISAC
Kaspersky Threat Intelligence Portal
Mandiant (Google) Threat Intelligence Platform + Feeds
Mandiant Threat Intelligence, now Google
NSFOCUS
OSINT Industries
Palo Alto Cortex XTI
QRadar SaaS
SOCRadar Threat Feeds
Silent Push
Threat Landscape Enterprise
ThreatBolt
ThreatBus
ThreatConnect Intelligence Operations Platform
ThreatConnect Platform
ThreatConnect Threat Intelligence Platform TIP
VenariX
Discontinued, still offered
No shut-down product was recommended here.