Threat intelligence platforms · November 2026 Edition
Anomali ThreatStream vs AlienVault OTX
Four of fourteen models named Anomali ThreatStream first on the direct prompt; zero named AlienVault OTX. Anomali ThreatStream was named by fourteen of the fourteen models and AlienVault OTX by ten and Anomali ThreatStream carries 44 labels and AlienVault OTX 17, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share12%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate16%12%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#8A position in a field of 14; printed, not drawn.
Labels4417A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Anomali ThreatStream reading right to left. Rank and label count are printed, not drawn.CrowdStrike Falcon Intelligence was named alongside these two in eleven of the fourteen direct answers. MISP vs Anomali ThreatStream · MISP vs AlienVault OTX · OpenCTI vs Anomali ThreatStream
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the threat intelligence platforms page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Anomali ThreatStreamFirst choices, of fourteen modelsAlienVault OTX
Direct40
Paraphrase211 against AlienVault OTX
Comparative00
Budget-constrained01
Scale-constrained10
Negative007 against Anomali ThreatStream · 1 against AlienVault OTX
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Anomali ThreatStream and AlienVault OTX stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | | ||||
| Perplexity Sonar | | | ||||
| Grok 4.20 | | | | | | |
| Mistral Small | | | | | ||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | | | | |
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | | | |||
| MiniMax M2.5 | | | | | | |
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | | | | |
Anomali ThreatStream AlienVault OTX first choice named as an alternative argued againstblank: not namedEach cell is one answer, Anomali ThreatStream on the left and AlienVault OTX on the right.The direct prompt
The plain question, one answer per model, grouped by where Anomali ThreatStream and AlienVault OTX stood in it.
Anomali ThreatStream first, AlienVault OTX not the choice
4 of 14 modelsAlienVault OTX was named in the answer but not as the choice, or not at all.Grok 4.20Anomali ThreatStream alternatives: CrowdStrike Falcon Intelligence, NordStellar, Rapid7 Threat Command, Recorded Future Intelligence Cloud, ThreatConnect
Mistral SmallAnomali ThreatStream, Recorded Future Intelligence Cloud alternatives: CrowdStrike Falcon Intelligence, Cyble Vision
Kimi K2Anomali ThreatStream alternatives: CrowdStrike Falcon Intelligence, MISP, OpenCTI, ThreatConnect
MiniMax M2.5Anomali ThreatStream alternatives: CrowdStrike Falcon Intelligence, OpenCTI, Rapid7 Threat Command, ThreatConnect TI Ops
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Llama 4 MaverickCyble Vision alternatives: Anomali ThreatStream, CrowdStrike Falcon Intelligence, NordStellar, Recorded Future Intelligence Cloud
Qwen 3.7 FlashRapid7 Threat Command alternatives: Anomali ThreatStream, CrowdStrike Falcon Intelligence, ThreatConnect
GLM 4.7 FlashXRapid7 Threat Command, ThreatConnect TI Ops alternatives: Anomali ThreatStream, CrowdStrike Falcon Intelligence, SOCRadar Extended Threat Intelligence Platform
GPT-6 LunaRecorded Future Core alternatives: Anomali ThreatStream, Google Threat Intelligence
Muse Glimmer 30BNordStellar, Rapid7 Threat Command alternatives: Anomali ThreatStream, CrowdStrike Falcon Intelligence, MISP, OpenCTI, Recorded Future Intelligence Cloud, ThreatConnect
Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice
GPT-5.4 miniRecorded Future Intelligence Cloud alternatives: GreyNoise, SOCRadar Extended Threat Intelligence, ZeroFox Intelligence
Gemini 3.5 FlashFlare, SOCRadar Extended Threat Intelligence alternatives: CrowdStrike Falcon Intelligence, Feedly for Cybersecurity, Microsoft MDTI, OpenCTI, Recorded Future Intelligence Cloud
Perplexity SonarThreatConnect alternatives: CrowdStrike Falcon Intelligence, SOCRadar Extended Threat Intelligence, UpGuard
DeepSeek V4 FlashCyble Vision, SOCRadar Extended Threat Intelligence alternatives: CrowdStrike Falcon Intelligence
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
AlienVault OTX leads by three points.
AlienVault OTX7%#5 of 16Anomali ThreatStream3%#9 of 16Mid-marketThe figures above
The order flips: Anomali ThreatStream leads at mid-market.
Anomali ThreatStream12%#3 of 14AlienVault OTX4%#8 of 14Enterprise
Level: the same share of first choices.
Anomali ThreatStream0%#11 of 16AlienVault OTX0%#– of 16What the models said about Anomali ThreatStream
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Anomali has taken an aggressive AI-autonomy bet with ThreatStream Next-Gen, shipping agentic AI levels 1 and 2 autonomous triage and scoring” Muse Glimmer 30B · negative prompt · soft negative
“ThreatConnect or Anomali when treated as intelligence sources. These are primarily aggregation and operationalization layers” Perplexity Sonar · negative prompt · soft negative
“sometimes criticized for inheriting the quality issues of the feeds it ingests, which can lead to noise and false positives” Mistral Small · negative prompt · soft negative
“Anomali ThreatStream and Recorded Future are the top choices due to their comprehensive features and proven track records” Mistral Small · direct prompt · first choice
“Anomali ThreatStream is highly rated for mid-sized businesses, offering a comprehensive platform” Mistral Small · paraphrase prompt · first choice
“Anomali ThreatStream (Strongest overall for mid-market)” Grok 4.20 · direct prompt · first choice
What the models said about AlienVault OTX
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Do not subscribe to free open-source feeds (AlienVault OTX, etc.) unless you have the staff to parse and validate them.” Qwen 3.7 Flash · paraphrase prompt · hard negative
“AlienVault OTX in heavy reliance without enrichment ... leading to alert fatigue” Grok 4.20 · negative prompt · soft negative
“Top Recommendation: AlienVault OTX (Open Threat Exchange) + MISP (Malware Information Sharing Platform)” Grok 4.20 · paraphrase prompt · first choice
“combining free platforms like OpenCTI or AlienVault OTX with curated free threat feeds” MiniMax M2.5 · budget prompt · first choice
“Ingest free community feeds (AlienVault OTX, CISA KEV, abuse.ch) for baseline coverage” GLM 4.7 FlashX · paraphrase prompt · alternative
Also compared
MISP vs Anomali ThreatStreamMISP vs AlienVault OTXOpenCTI vs Anomali ThreatStreamOpenCTI vs AlienVault OTXAnomali ThreatStream vs Rapid7 Threat CommandAnomali ThreatStream vs SOCRadar Extended Threat IntelligenceAnomali ThreatStream vs CrowdStrike Falcon IntelligenceAnomali ThreatStream vs Recorded Future Intelligence CloudRapid7 Threat Command vs AlienVault OTXSOCRadar Extended Threat Intelligence vs AlienVault OTXCrowdStrike Falcon Intelligence vs AlienVault OTXRecorded Future Intelligence Cloud vs AlienVault OTXAll twenty-eight head-to-head pages and the full threat intel standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.