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. 48 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
73%
Clear leader
73Recorded Future Intelligence Cloud06Anomali ThreatStream04Flare17others
73% of first choices, clear leader.
Since September 2026▲+8Since September 2026: 61% → 69%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Recorded Future Intelligence Cloud held the lead, +8 points on 61%, inside the 11-point 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.Standing →Enterprise
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.This page
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.Standing →EnterpriseRecorded 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.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 September 2026
01Recorded Future Intelligence Cloud73%13%68endorsed leader▲+8Since September 2026: 61% → 69%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.61% → 69%
Recorded Future Intelligence Cloud73%13%68endorsed leader▲+8Since September 2026: 61% → 69%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.61% → 69%02
Anomali ThreatStream6%20%40accepted challenger▲+5Since September 2026: 2% → 7%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 7%
Anomali ThreatStream6%20%40accepted challenger▲+5Since September 2026: 2% → 7%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 7%03
ThreatConnect4%28%46criticized challenger▲+2Since September 2026: 2% → 5%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 5%
ThreatConnect4%28%46criticized challenger▲+2Since September 2026: 2% → 5%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 5%04
CrowdStrike Falcon Intelligence2%12%24accepted challenger▼−2Since September 2026: 5% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.5% → 2%
CrowdStrike Falcon Intelligence2%12%24accepted challenger▼−2Since September 2026: 5% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.5% → 2%Show the seven products at 0%, ordered by negative rate
11MISP0%53%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%
MISP0%53%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%10
OpenCTI0%40%15criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
OpenCTI0%40%15criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%09
Mandiant Threat Intelligence Lab in the set0%33%24criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Mandiant Threat Intelligence Lab in the set0%33%24criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%06
Google Threat Intelligence Lab in the set0%22%27accepted challenger▼−5Since September 2026: 5% → 0%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.5% → 0%
Google Threat Intelligence Lab in the set0%22%27accepted challenger▼−5Since September 2026: 5% → 0%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.5% → 0%08
Microsoft Defender Threat Intelligence0%8%12accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Microsoft Defender Threat Intelligence0%8%12accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%05
Flashpoint Ignite0%0%21accepted 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%0%21accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%07
Cyware Intel Exchange0%0%12accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Cyware Intel Exchange0%0%12accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 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
One product takes 73% of first choices here, so the chart would put ten 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. Four products carry a negative rate above 25% in this category.
What they warned about
Nine of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Mistral Small, GLM 4.7 FlashX 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.
ThreatConnect28%
13 of 46 labels negative · 10 of 14 models · 3 hard negative
“Multiple analysts advise avoiding ThreatConnect (and Anomali) "unless growing fast,"” DeepSeek V4 Flash, negative prompt
Recorded Future Intelligence Cloud13%
9 of 68 labels negative · 9 of 14 models · 1 hard negative
“Why avoid 'Standard' TIPs (Recorded Future, Mandiant, ThreatConnect)?" [1][2]” Muse Glimmer 30B, negative prompt
MISP53%
9 of 17 labels negative · 8 of 14 models · 2 hard negative
“When to Avoid: Always for large enterprises— they're not built for high-velocity, petabyte-scale threat feeds.” Grok 4.1 Fast, negative prompt
Mandiant Threat Intelligence33%
8 of 24 labels negative · 7 of 14 models · 3 hard negative
“should be cautious about or avoid include: 1. Mandiant (Google Threat Intelligence) - due to its high pricing, ecosystem lock-in, and limited continuous external monitoring.” Muse Glimmer 30B, 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
80 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. 1140 links across 249 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.
41 answers · 61 citations · 11 models
vendor site · Bitsight34 answers · 54 citations · 10 models
vendor site · UpGuard27 answers · 27 citations · 12 models
26 answers · 34 citations · 10 models
vendor site · Cyware26 answers · 31 citations · 9 models
vendor site · UnderDefense24 answers · 30 citations · 12 models
vendor site · Recorded Future22 answers · 32 citations · 10 models
22 answers · 22 citations · 10 models
vendor site · Wiz21 answers · 22 citations · 8 models
21 answers · 21 citations · 9 models
21 answers · 21 citations · 11 models
vendor site · Breachsense20 answers · 21 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.
27 answers · 12 models
26 answers · 10 models
24 answers · 9 models
23 answers · 12 models
22 answers · 10 models
21 answers · 9 models
21 answers · 11 models
20 answers · 10 models
18 answers · 10 models
18 answers · 11 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 |
|---|---|---|---|---|---|---|---|
| Recorded Future Intelligence Cloud recordedfuture.com | 73% | 165 | 210 | 1 | 50,278 | 22 | |
| Anomali ThreatStream anomali.com | 6% | 102 | 140 | 4 | 13,320 | 31 | 8 |
| ThreatConnect threatconnect.com | 4% | 126 | 1,000 | 24 | 1,436 | 0 | |
| Flare flare.io | 4% | 48 | 49,500 | 97,656 | 12,128 | 6 | |
| CrowdStrike parent site CrowdStrike Falcon Intelligence 2%, CrowdStrike Falcon 0% | 2% | 234 | 74,000 | 5,130 | |||
| Cyble Vision cyble.com | 2% | 42 | 30 | 1 | 20,856 | 11 | |
| IBM parent site IBM X-Force Exchange 2% | 2% | 18 | 201,000 | 34,098 | |||
| Palo Alto Networks parent site Palo Alto Networks Cortex XSIAM 2% | 2% | 95 | 40,500 | 1,088 | |||
| Dataminr + ThreatConnect | 2% | ||||||
| OpenCTI Enterprise Edition | 2% |
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 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 4.5no first choiceAnomali ThreatStream, ThreatConnectChangedno first choiceFlareno first choiceagainst: CrowdStrike, Google Threat Intelligence, MISP, Recorded Future Intelligence Cloud, Threat Bus
Three alternatives
Cyware TIP, Mandiant Threat Intelligence, Recorded Future Intelligence CloudTwo alternatives
CrowdStrike Falcon, Recorded Future Intelligence CloudGPT-5.4 miniRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldRecorded Future Intelligence CloudRecorded Future Intelligence Cloudagainst: CrowdStrike Falcon Intelligence, Splunk Enterprise Securityno first choicenothing named
Three alternatives
Anomali ThreatStream, Palo Alto Networks Cortex XSOAR, ThreatConnectOne alternative
TalosFive alternatives
Anomali ThreatStream, MISP, OpenCTI, ThreatConnect, ThreatQuotientTwo alternatives
Microsoft Security, Microsoft SentinelGemini 3.5 FlashRecorded Future Intelligence CloudAnomali ThreatStream, Dataminr + ThreatConnectChangedThreatConnectOpenCTI Enterprise Editionagainst: Recorded Future Intelligence CloudRecorded Future Intelligence Cloudagainst: Anomali ThreatStream, MISP, ThreatConnect
Six alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Flare, Google Threat Intelligence, OpenCTI, SOCRadar Extended Threat IntelligenceFour alternatives
CrowdStrike Falcon Intelligence, Flashpoint Ignite, Mandiant Threat Intelligence, Recorded Future Intelligence CloudFive alternatives
Anomali ThreatStream, Cyware Intel Exchange, EclecticIQ Platform, OpenCTI, ThreatQuotientTwo alternatives
Flare, Group-IB Threat IntelligenceFive alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Cyware Intel Exchange, ThreatConnect, ThreatQuotientPerplexity SonarRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldagainst: MISP feedsRecorded Future Intelligence CloudIBM X-Force Exchangeno first choiceagainst: Anomali ThreatStream, Google Threat Intelligence, Intel471, Mandiant Threat Intelligence, Recorded Future Intelligence Cloud, ThreatConnect, ZeroFox Intelligence
Four alternatives
Bitsight, Cyble Vision, Cyware Intel Exchange, SOCRadar Extended Threat IntelligenceFive alternatives
Abuse.ch, CISA KEV, Cisco Talos, Microsoft Defender Threat Intelligence, ShadowserverEight alternatives
Anomali ThreatStream, CrowdStrike, Cyble Vision, Flashpoint Ignite, MISP, Mandiant Threat Intelligence, SOCRadar Extended Threat Intelligence, ZeroFox IntelligenceThree alternatives
Bitsight, CrowdStrike, Recorded Future Intelligence CloudGrok 4.1 FastRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldRecorded Future Intelligence CloudFlareagainst: IBM X-Force Exchange, Mandiant Threat IntelligenceRecorded Future Intelligence Cloudagainst: MISP, Mandiant Threat Intelligence, OpenCTI, Recorded Future Intelligence Cloud, ThreatConnect
Four alternatives
CrowdStrike, Flashpoint Ignite, Google Cloud, ThreatConnectThree alternatives
Anomali ThreatStream, Mandiant Threat Intelligence, ThreatConnectSeven alternatives
CrowdStrike Falcon Intelligence, Cyware Intel Exchange, Flashpoint Ignite, Google Threat Intelligence, IBM X-Force Exchange, Microsoft Defender Threat Intelligence, ThreatConnectFour alternatives
CrowdStrike Falcon Intelligence, Microsoft Defender Threat Intelligence, Recorded Future Intelligence Cloud, ThreatConnectFour alternatives
Anomali ThreatStream, CrowdStrike Falcon, Flare, ThreatConnectMistral SmallPalo Alto Networks Cortex XSIAM, Recorded Future Intelligence CloudRecorded Future Intelligence CloudChangedRecorded Future Intelligence CloudCyble Vision, Recorded Future Intelligence Cloudagainst: CrowdStrike, Google Threat Intelligenceno first choiceagainst: MISP, Mandiant Threat Intelligence, OpenCTI, Recorded Future Intelligence Cloud, ThreatConnect
One alternative
Rapid7 Threat CommandThree alternatives
AlienVault OTX, CrowdStrike Falcon Intelligence, Proofpoint Emerging Threats (ET) IntelligenceFour alternatives
Bitsight, CrowdStrike Falcon Intelligence, Google Threat Intelligence, Microsoft Defender Threat IntelligenceDeepSeek V4 FlashRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldagainst: MISP, OpenCTIRecorded Future Intelligence CloudRecorded Future Intelligence Cloudagainst: CrowdStrike Falcon Intelligence, ESET Threat Intelligence, Proofpointno first choiceagainst: Anomali ThreatStream, MISP, Mandiant/Google Threat Intelligence, Recorded Future Intelligence Cloud, ThreatConnect
Four alternatives
CrowdStrike Falcon Intelligence, Flashpoint Ignite, Google Threat Intelligence, ThreatConnectThree alternatives
CrowdStrike Falcon Intelligence, Mandiant Threat Intelligence, ThreatConnectSeven alternatives
Anomali ThreatStream, CloudSEK, CrowdStrike Falcon Intelligence, Flashpoint Ignite, Google Threat Intelligence, Intel 471, ThreatConnectOne alternative
Google Threat IntelligenceLlama 4 Maverickno first choiceno first choiceHeldno first choiceno first choiceno first choiceagainst: Mandiant Threat Intelligence
Qwen 3.7 FlashRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldMandiant Threat Intelligence, Recorded Future Intelligence CloudRecorded Future Intelligence Cloudagainst: ThreatConnectno first choiceagainst: CrowdStrike Falcon X, OpenCTI, Recorded Future Intelligence Cloud
Four alternatives
IBM Security QRadar Threat Intelligence, MISP, Splunk Enterprise Security, ThreatConnectFive alternatives
CrowdStrike Falcon Intelligence, Fortra Flashpoint, Mandiant Threat Intelligence, Microsoft Sentinel, Splunk Enterprise SecurityThree alternatives
Anomali ThreatStream, Flashpoint Ignite, ThreatConnectOne alternative
Mandiant Threat IntelligenceKimi K2Recorded Future Intelligence CloudRecorded Future Intelligence CloudHeldRecorded Future Intelligence Cloudagainst: Anomali ThreatStream, Palo Alto Networks Cortex CloudRecorded Future Intelligence Cloud, ThreatConnectagainst: Anomali ThreatStream, CrowdStrike Falcon Intelligence, FlareRecorded Future Intelligence Cloudagainst: ThreatConnectagainst: Anomali ThreatStream, MISP, Mandiant Threat Intelligence, ThreatConnect
Three alternatives
Anomali ThreatStream, Mandiant Threat Intelligence, ThreatConnectTwo alternatives
CrowdStrike Falcon Intelligence, Google Threat IntelligenceFour alternatives
Google Threat Intelligence, Microsoft Defender Threat Intelligence, OpenCTI, ThreatConnectOne alternative
Google Threat IntelligenceThree alternatives
Anomali ThreatStream, Google Threat Intelligence, Microsoft Defender Threat IntelligenceGLM 4.7 FlashXRecorded Future Intelligence Cloudagainst: Google Threat IntelligenceAnomali ThreatStreamChangedRecorded Future Intelligence CloudRecorded Future Intelligence Cloudno first choiceagainst: Anomali ThreatStream, Stellar Cyber, ThreatConnect, ThreatQuotient
Four alternatives
Cyble Vision, Flashpoint Ignite, Group-IB Threat Intelligence, ThreatConnectFour alternatives
Flashpoint Ignite, MISP, Recorded Future Intelligence Cloud, ThreatConnectThree alternatives
Anomali ThreatStream, Google Threat Intelligence, ThreatConnectThree alternatives
CrowdStrike Falcon XDR, TruContext, UnderDefenseMiniMax M2.5Recorded Future Intelligence CloudCrowdStrike Falcon Intelligence, Recorded Future Intelligence CloudChangedRecorded Future Intelligence CloudRecorded Future Intelligence Cloudagainst: Microsoft Defender Threat IntelligenceRecorded Future Intelligence Cloudagainst: ThreatConnectagainst: MISP, Mandiant Threat Intelligence, OpenCTI, Recorded Future Intelligence Cloud, ThreatConnect
Two alternatives
CrowdStrike Falcon Intelligence, Google Threat IntelligenceThree alternatives
Microsoft Sentinel, OpenCTI, Palo Alto Networks Cortex XSIAMFive alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Intel 471, Mandiant Threat Intelligence, Palo Alto NetworksTwo alternatives
Flare, Google Threat IntelligenceTwo alternatives
Bitsight, OpenCTIGPT-6 LunaRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldno first choiceagainst: Microsoft Threat Intelligence in DefenderRecorded Future Intelligence Cloudno first choicenothing named
Three alternatives
Anomali ThreatStream, Google Threat Intelligence, ThreatConnectOne alternative
Google Threat IntelligenceOne alternative
Google Threat IntelligenceMuse Glimmer 30BRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldRecorded Future Intelligence Cloudagainst: Google Threat IntelligenceRecorded Future Intelligence Cloudno first choiceagainst: ThreatConnectagainst: Anomali ThreatStream, Google Threat Intelligence, MISP, Mandiant Threat Intelligence, OpenCTI, Recorded Future Intelligence Cloud, ThreatConnect
Three alternatives
Anomali ThreatStream, Google Threat Intelligence, ThreatConnectTwo alternatives
Anomali ThreatStream, ThreatConnectFour alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Flashpoint Ignite, ThreatConnectOne alternative
Google Threat IntelligenceBold 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 10:35 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:42 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:33 | yes | 14 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 08:35 | yes | 21 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:21 | yes | 24 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:08 | yes | 13 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:41 | yes | 22 | 35 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:32 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:43 | yes | 5 | 22 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:48 | yes | 14 | 36 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:44 | yes | 25 | 124 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:56 | yes | 11 | 26 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:51 | yes | 3 | 16 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:23 | yes | 23 | 33 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:37 | yes | 16 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:22 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:44 | yes | 9 | 26 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 10:21 | yes | 19 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:23 | yes | 25 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:56 | yes | 22 | 11 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:07 | yes | 23 | 31 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:05 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:13 | yes | 5 | 49 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:12 | yes | 18 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:31 | yes | 16 | 63 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:06 | yes | 5 | 33 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:10 | yes | 2 | 13 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:20 | yes | 15 | 15 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:45 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:47 | yes | 7 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:38 | yes | 19 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 10:51 | yes | 19 | 7 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:41 | yes | 19 | 7 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:25 | yes | 11 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:41 | yes | 22 | 49 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:03 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:21 | yes | 10 | 22 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:26 | yes | 14 | 33 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:42 | yes | 23 | 21 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:45 | yes | 10 | 14 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:08 | yes | 8 | 38 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:53 | yes | 15 | 27 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:39 | yes | 14 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:18 | yes | 4 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:53 | yes | 9 | 30 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 09:21 | yes | 21 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:43 | yes | 19 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:42 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:55 | yes | 23 | 45 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:55 | yes | 5 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:55 | yes | 21 | 73 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:49 | yes | 21 | 29 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:40 | yes | 22 | 44 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:00 | yes | 10 | 95 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:26 | yes | 2 | 14 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:30 | yes | 20 | 34 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:48 | yes | 18 | 14 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:02 | no | 0 | 11 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:20 | yes | 4 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 11:53 | yes | 18 | 9 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:40 | yes | 18 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:56 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:26 | yes | 20 | 33 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:02 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:53 | no | 0 | 40 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 07:48 | yes | 24 | 53 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:04 | yes | 24 | 44 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:21 | yes | 10 | 15 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:05 | yes | 5 | 23 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:24 | yes | 20 | 34 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:54 | yes | 18 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:53 | yes | 2 | 9 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:07 | yes | 21 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 09:01 | yes | 19 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:08 | yes | 21 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:16 | yes | 12 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:36 | yes | 19 | 33 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:54 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:43 | yes | 10 | 51 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:06 | yes | 22 | 20 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:43 | yes | 25 | 131 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:39 | yes | 21 | 44 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:52 | yes | 3 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:48 | yes | 21 | 30 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 (The Anomali Platform) read as Anomali ThreatStream
Anomali (ThreatStream) read as Anomali ThreatStream
CrowdStrike Falcon Adversary Intelligence read as CrowdStrike Falcon Intelligence
CrowdStrike Falcon Intelligence / Adversary Intelligence read as CrowdStrike Falcon Intelligence
Cyble read as Cyble Vision
Cyware read as Cyware Intel Exchange
Cyware (Enterprise Intel Exchange) 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 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 Threat Intelligence) read as Mandiant Threat Intelligence
Mandiant (part of Google Cloud) read as Mandiant Threat Intelligence
Mandiant Advantage read as Mandiant Threat Intelligence
Mandiant Advantage (Google Cloud) read as Mandiant Threat Intelligence
Mandiant Advantage (Google) 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
Recorded Future read as Recorded Future Intelligence Cloud
Recorded Future (Standard Tier) 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
Unresolved, counted raw
CrowdStrike Intelligence
Cyware TIP (Cyware Intel Exchange)
Dataminr + ThreatConnect
EclecticIQ Intelligence Center
EclecticIQ Platform
Fortra Flashpoint (formerly Digital Shadows)
IBM Security QRadar Threat Intelligence
Intel 471 Verity471
MISP feeds
Microsoft Threat Intelligence in Defender
OpenCTI Enterprise Edition (by Filigran)
Proofpoint Emerging Threats (ET) Intelligence
SilentPush
Talos
Threat Bus
TruContext
Discontinued, still offered
No shut-down product was recommended here.