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. 44 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
61%
Clear leader
61Recorded Future Intelligence Cloud05CrowdStrike Falcon Intelligence05Google Threat Intelligence30others
61% of first choices, clear leader.
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.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the three products at 0%, ordered by negative rate
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 eleven models two times of 44. 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 eleven models one time of 44. Lab treatment is defined on the method page; the row is marked, not excluded.
Head to head
NordStellar vs MISPNordStellar vs Rapid7 Threat CommandNordStellar vs SOCRadar Extended Threat Intelligence
Head-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
NordStellar vs Recorded Future Intelligence CloudNordStellar vs OpenCTINordStellar vs Cyble VisionNordStellar vs AlienVault OTXMISP vs Rapid7 Threat CommandMISP vs SOCRadar Extended Threat IntelligenceMISP vs Recorded Future Intelligence CloudMISP vs OpenCTIMISP vs Cyble VisionMISP vs AlienVault OTXRapid7 Threat Command vs SOCRadar Extended Threat IntelligenceRapid7 Threat Command vs Recorded Future Intelligence CloudRapid7 Threat Command vs OpenCTIRapid7 Threat Command vs Cyble VisionRapid7 Threat Command vs AlienVault OTXSOCRadar Extended Threat Intelligence vs Recorded Future Intelligence CloudSOCRadar Extended Threat Intelligence vs OpenCTISOCRadar Extended Threat Intelligence vs Cyble VisionSOCRadar Extended Threat Intelligence vs AlienVault OTXRecorded Future Intelligence Cloud vs OpenCTIRecorded Future Intelligence Cloud vs Cyble VisionRecorded Future Intelligence Cloud vs AlienVault OTXOpenCTI vs Cyble VisionOpenCTI vs AlienVault OTXCyble Vision vs AlienVault OTX
One product takes 61% of first choices here, so the chart would put nine 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
Seven of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Mistral Small, Kimi K2 and GLM 4.7 FlashX 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 Cloud14%
8 of 59 labels negative · 7 of 12 models · 1 hard negative
“Why avoid "Standard" TIPs (Recorded Future, Mandiant, ThreatConnect)?” GLM 4.7 FlashX, budget prompt
Mandiant Threat Intelligence33%
6 of 18 labels negative · 6 of 12 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.” Llama 4 Maverick, negative prompt
MISP40%
4 of 10 labels negative · 4 of 12 models · 2 hard negative
“SMB-Focused Tools: Platforms like some open-source (MISP, OpenCTI) or lighter vendors don't handle enterprise data volumes” Grok 4.20, negative prompt
ThreatConnect21%
7 of 33 labels negative · 4 of 12 models · 1 hard negative
“Why avoid "Standard" TIPs (Recorded Future, Mandiant, ThreatConnect)?” GLM 4.7 FlashX, budget prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
66 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 1003 links across 261 sites, every framing counted. Ranked by the number of answers carrying the site or page.
44 answers · 82 citations · 11 models
vendor site · UpGuard30 answers · 31 citations · 10 models
vendor site · Cyware26 answers · 36 citations · 9 models
vendor site · Bitsight25 answers · 33 citations · 11 models
21 answers · 21 citations · 10 models
vendor site · ShadowDragon21 answers · 21 citations · 11 models
vendor site · Recorded Future19 answers · 29 citations · 9 models
vendor site · Cyble19 answers · 20 citations · 9 models
17 answers · 17 citations · 9 models
16 answers · 16 citations · 9 models
14 answers · 14 citations · 8 models
vendor site · G214 answers · 14 citations · 8 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.
33 answers · 10 models
30 answers · 10 models
24 answers · 10 models
21 answers · 9 models
21 answers · 11 models
20 answers · 10 models
18 answers · 9 models
17 answers · 9 models
17 answers · 9 models
16 answers · 9 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 | 61% | 163 | 210 | 1 | 50,278 | 22 | |
| CrowdStrike parent site CrowdStrike Falcon Intelligence 5%, CrowdStrike Falcon XDR 2% | 7% | 102 | 74,000 | 5,130 | |||
| Google Threat Intelligence google.dev | 5% | 52 | 1,000 | 21 | 881,346 | 109 | |
| Microsoft parent site Microsoft Sentinel 5% | 5% | 371 | 2,240,000 | 403,136 | |||
| Anomali ThreatStream anomali.com | 2% | 107 | 140 | 4 | 13,320 | 31 | 8 |
| ThreatConnect threatconnect.com | 2% | 111 | 1,000 | 24 | 1,436 | 0 | |
| Cyware Intel Exchange cyware.com | 2% | 22 | 0 | 17,736 | 8 | 3 | |
| Microsoft Defender parent site Microsoft Defender Threat Intelligence 2% | 2% | 24 | 18,100 | 3,525 | |||
| Group-IB Threat Intelligence group-ib.com | 2% | 15 | 44,299 | 1 | 5 | ||
| Mandiant mandiant.com Mandiant Threat Intelligence 2% | 2% | 42 | 6,600 | 253 | 225 |
Google's top ten for the three searches hold 16 sites; 2 of them are among the sites the models cited here (cyware.com, shadowdragon.io). 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 choiceRecorded Future Intelligence CloudChangedno first choiceRecorded Future Intelligence Cloudno first choiceagainst: AlienVault Open Threat Exchange
Three alternatives
Anomali ThreatStream, Flashpoint Ignite, Unit 42Four alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Mandiant Threat Intelligence, ThreatConnectGPT-5.4 miniRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldRecorded Future Intelligence CloudGroup-IB Threat Intelligenceno first choicenothing named
Two alternatives
Flashpoint Ignite, Intel 471Five alternatives
Flashpoint Ignite, Google Cloud, Intel 471, KELA, ZeroFox IntelligenceFive alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, MISP, Mandiant/Google Threat Intelligence, ThreatConnectTwo alternatives
Recorded Future Intelligence Cloud, SOCRadar Extended Threat IntelligenceGemini 3.5 FlashCyware Intel ExchangeAnomali ThreatStream, ThreatConnectChangedRecorded Future Intelligence CloudOpenCTIno first choiceagainst: Anomali ThreatStream, MISP, OpenCTI, ThreatConnect
Five alternatives
CrowdStrike Falcon Intelligence, Flare, Google Threat Intelligence, Recorded Future Intelligence Cloud, SpyCloudFive alternatives
CrowdStrike Falcon Intelligence, Flashpoint Ignite, Google Threat Intelligence, OpenCTI, Recorded Future Intelligence CloudFive alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, EclecticIQ Intelligence Center, Google Threat Intelligence, ThreatConnectThree alternatives
Cyware Intel Exchange, Flare, Recorded Future Intelligence CloudPerplexity SonarRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldRecorded Future Intelligence CloudMicrosoft Defender Threat Intelligence, UnderDefense MDRagainst: Mandiant Threat Intelligence, Recorded Future Intelligence Cloudno first choiceagainst: Cloudflare Cloudforce One, CrowdStrike Falcon Intelligence, MISP, Microsoft Defender Threat Intelligence, VirusTotal
Four alternatives
CloudSEK, Cyble Vision, Flashpoint Ignite, ThreatConnectSix alternatives
Abuse.ch, CloudSEK, Cyble Vision, MalwareBazaar, Spamhaus, URLHausEight alternatives
Anomali ThreatStream, CloudSEK, CrowdStrike Falcon Intelligence, Cyble Vision, Flashpoint Ignite, Mandiant Threat Intelligence, Microsoft Defender Threat Intelligence, ThreatConnectGrok 4.20Recorded Future Intelligence CloudRecorded Future Intelligence CloudHeldRecorded Future Intelligence CloudRecorded Future Intelligence Cloudagainst: Google Threat Intelligence, ThreatConnectCrowdStrike Falcon Intelligence, Recorded Future Intelligence Cloudagainst: CrowdStrike Falcon Intelligence, Flashpoint Ignite, MISP, Mandiant/Google, OpenCTI, Recorded Future Intelligence Cloud, ThreatConnect
Four alternatives
Bitsight, CrowdStrike Falcon Intelligence, Flashpoint Ignite, Google Threat IntelligenceThree alternatives
Anomali ThreatStream, Google Threat Intelligence, ThreatConnectFour alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Google Threat Intelligence, ThreatConnectOne alternative
CrowdStrike Falcon IntelligenceTwo alternatives
Cyble Vision, Mandiant/Google Threat IntelligenceMistral SmallCrowdStrike Falcon Intelligence, Recorded Future Intelligence CloudGoogle Threat Intelligence, Recorded Future Intelligence CloudChangedRecorded Future Intelligence CloudCrowdStrike Falcon XDRagainst: Google Threat Intelligenceno first choiceagainst: Flashpoint Ignite, Mandiant Threat Intelligence, Recorded Future Intelligence Cloud
One alternative
Google Threat IntelligenceThree alternatives
CrowdStrike Falcon Intelligence, Cyble Vision, ThreatConnectSix alternatives
CrowdStrike Falcon Intelligence, Cyble Vision, Cyware Intel Exchange, Flashpoint Ignite, Google Threat Intelligence, Microsoft Defender Threat IntelligenceOne alternative
Recorded Future Intelligence CloudDeepSeek V4 FlashRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldRecorded Future Intelligence CloudRecorded Future Intelligence Cloudagainst: CrowdStrike Falcon Intelligence, Google Security Operationsno first choiceagainst: Recorded Future Intelligence Cloud
Two alternatives
CrowdStrike Falcon Intelligence, Google Threat IntelligenceFive alternatives
Bitsight, CrowdStrike Falcon Intelligence, Flashpoint Ignite, Google Threat Intelligence, Intel 471Seven alternatives
CrowdStrike Falcon Intelligence, Cyware Intel Exchange, Flashpoint Ignite, Google Threat Intelligence, MISP, ThreatConnect, ZeroFox IntelligenceOne alternative
Google Threat IntelligenceLlama 4 Maverickno first choiceno first choiceHeldno first choiceRecorded Future Intelligence Cloudno first choiceagainst: Mandiant Threat Intelligence, Recorded Future Intelligence Cloud
Qwen 3.7 FlashRecorded Future Intelligence CloudRecorded Future Intelligence CloudHeldRecorded Future Intelligence CloudRecorded Future Intelligence Cloudno first choiceagainst: Anomali ThreatStream, CrowdStrike, MISP, OpenCTI, Palo Alto Cortex, SentinelOne TI modules, Silobreaker
Two alternatives
CrowdStrike Falcon Intelligence, Mandiant Threat IntelligenceThree alternatives
Flashpoint Ignite, Google Threat Intelligence, ThreatConnectFive alternatives
CrowdStrike Falcon Intelligence, Flashpoint Ignite, IBM Security X-Force, Intel 471, ThreatConnectTwo alternatives
CrowdStrike Falcon Intelligence, Mandiant Threat IntelligenceKimi K2Recorded Future Intelligence CloudGoogle Threat Intelligence, Mandiant Threat Intelligence, Recorded Future Intelligence CloudChangedRecorded Future Intelligence CloudRecorded Future Intelligence Cloudagainst: Google Threat Intelligence, Mandiant Threat Intelligence, ThreatConnectRecorded Future Intelligence Cloudagainst: ThreatConnectagainst: Anomali ThreatStream, Exabeam, Mandiant/Google Threat Intelligence, Recorded Future Intelligence Cloud, ThreatConnect
Six alternatives
Anomali ThreatStream, Bitsight, CrowdStrike Falcon Intelligence, Flashpoint Ignite, Google Threat Intelligence, ThreatConnectFour alternatives
Anomali ThreatStream, Mimecast, Proofpoint Emerging Threats, ThreatConnectFour alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Google Threat Intelligence, ThreatConnectTwo alternatives
Anomali ThreatStream, CrowdStrike Falcon IntelligenceThree alternatives
Anomali ThreatStream, Google Threat Intelligence, Mandiant Threat IntelligenceGLM 4.7 FlashXRecorded Future Intelligence Cloudagainst: MISP / OpenCTIMicrosoft Sentinel, Q-Feeds, Recorded Future Intelligence FeedChangedRecorded Future Intelligence CloudMicrosoft Sentinelagainst: Mandiant Threat Intelligence, Recorded Future Intelligence Cloud, ThreatConnectno first choiceagainst: Recorded Future Intelligence Cloud
Seven alternatives
Anomali ThreatStream, Check Point Exposure Management, CrowdStrike Falcon Intelligence, Cyberint, Cyble Vision, Google Threat Intelligence, ThreatConnectTwo alternatives
Cyble Vision, Google Threat Intelligence FeedFive alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Microsoft Defender Threat Intelligence, ThreatConnect, ZeroFox IntelligenceTwo alternatives
CrowdStrike Falcon Intelligence, OpenCTIMiniMax M2.5Recorded Future Intelligence CloudRecorded Future Intelligence CloudHeldno first choiceRecorded Future Intelligence Cloudno first choiceagainst: Mandiant Threat Intelligence
Four alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Google Threat Intelligence, ThreatConnectThree alternatives
Anomali ThreatStream, CrowdStrike Falcon Intelligence, Mandiant Threat IntelligenceThree alternatives
Flare, Group-IB Threat Intelligence, Threat LandscapeBold 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.
Seventy-two 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 | 2026-09-17 09:47 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 14:02 | yes | 3 | 7 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 10:36 | yes | 14 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 14:00 | yes | 20 | 6 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 11:08 | yes | 31 | 13 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 10:06 | yes | 8 | 9 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 10:54 | yes | 18 | 21 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 13:43 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 12:21 | no | 0 | 34 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 12:21 | yes | 18 | 52 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 09:44 | yes | 12 | 134 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 10:51 | yes | 10 | 37 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 11:56 | yes | 14 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 10:21 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 10:23 | yes | 16 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 14:08 | yes | 20 | 7 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 09:23 | yes | 38 | 16 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 12:14 | yes | 10 | 7 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 11:13 | yes | 16 | 23 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 10:48 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 11:50 | yes | 10 | 39 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 12:34 | yes | 19 | 39 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 13:20 | yes | 14 | 47 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 09:54 | yes | 5 | 27 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 12:27 | yes | 18 | 15 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 13:23 | yes | 8 | 15 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 11:45 | yes | 19 | 27 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 13:23 | yes | 20 | 10 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 12:29 | yes | 22 | 14 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 12:46 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 10:39 | yes | 19 | 25 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 11:12 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 13:16 | yes | 5 | 41 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 11:46 | yes | 12 | 34 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 12:04 | yes | 25 | 73 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 09:35 | yes | 5 | 17 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 12:14 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 13:48 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 12:08 | yes | 14 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 14:02 | yes | 20 | 5 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 12:14 | yes | 36 | 18 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 11:03 | yes | 10 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 12:23 | yes | 19 | 25 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 11:31 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 09:25 | yes | 9 | 76 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 09:46 | yes | 28 | 85 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 10:01 | yes | 25 | 110 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 10:46 | yes | 19 | 69 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 13:05 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 10:36 | no | 0 | 12 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 13:58 | yes | 8 | 27 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 11:50 | yes | 20 | 11 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 11:06 | yes | 24 | 14 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 12:00 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 10:26 | yes | 19 | 26 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 13:24 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 12:16 | no | 0 | 47 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 12:49 | yes | 28 | 41 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 12:05 | yes | 26 | 78 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 12:32 | yes | 10 | 26 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 09:34 | yes | 15 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 14:02 | yes | 3 | 9 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 09:32 | yes | 24 | 29 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 09:55 | yes | 20 | 7 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 09:23 | yes | 27 | 18 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 13:53 | yes | 12 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 12:01 | yes | 28 | 37 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 09:24 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 10:22 | yes | 10 | 56 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 10:58 | yes | 18 | 75 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 10:32 | yes | 21 | 62 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 12:24 | yes | 10 | 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.
ShowHide
Category-scoped readings
Anomali read as Anomali ThreatStream
Anomali (ThreatStream Next-Gen) read as Anomali ThreatStream
Anomali (ThreatStream) read as Anomali ThreatStream
CrowdStrike Adversary Intelligence read as CrowdStrike Falcon Intelligence
CrowdStrike Falcon Adversary Intelligence read as CrowdStrike Falcon Intelligence
CrowdStrike Falcon Intell read as CrowdStrike Falcon Intelligence
CrowdStrike Falcon Threat Intel read as CrowdStrike Falcon Intelligence
Cyble read as Cyble Vision
Cyware read as Cyware Intel Exchange
Cyware (Intel Exchange - CFX) read as Cyware Intel Exchange
Cyware (Intel Exchange / CTIX) read as Cyware Intel Exchange
Cyware (Intel Exchange) read as Cyware Intel Exchange
Flashpoint read as Flashpoint Ignite
Flashpoint (Ignite) read as Flashpoint Ignite
Flashpoint (by Intelfire) read as Flashpoint Ignite
Google / Mandiant Threat Intelligence read as Google Threat Intelligence
Google Cloud Mandiant read as Google Threat Intelligence
Google Mandiant read as Google Threat Intelligence
Google Mandiant (FireEye) read as Google Threat Intelligence
Google Mandiant (Google Threat Intelligence) read as Google Threat Intelligence
Google Mandiant (Mandiant Advantage + Gemini) read as Google Threat Intelligence
Google Mandiant (Mandiant Advantage) read as Google Threat Intelligence
Google Mandiant (Threat Intelligence) read as Google Threat Intelligence
Google Mandiant Advantage 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 (by Google Cloud) read as Mandiant Threat Intelligence
Mandiant Advantage read as Mandiant Threat Intelligence
Mandiant Advantage Threat Intelligence read as Mandiant/Google Threat Intelligence
Microsoft Defender TI read as Microsoft Defender Threat Intelligence
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 (Intelligence) read as ZeroFox Intelligence
Unresolved, counted raw
Ancrowdstrike
Any.Run
Dataminr
EclecticIQ Intelligence Center
Filigran (OpenCTI Enterprise Edition)
Financial ISAC (FS-ISAC)
Google Threat Intelligence Feed
IBM Security X-Force
Malware Bazaar
Proofpoint Emerging Threats
Q-Feeds
Recorded Future Intelligence Feed
SentinelOne TI modules
Splunk TI Framework
Threat Landscape
ThreatStream
UnderDefense MDR
VulnDB
Discontinued, still offered
No shut-down product was recommended here.