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Threat intelligence platforms · October 2026 Edition

Anomali ThreatStream vs AlienVault OTX

One of fourteen models named Anomali ThreatStream first on the direct prompt; zero named AlienVault OTX. Anomali ThreatStream was named by thirteen of the fourteen models and AlienVault OTX by seven and Anomali ThreatStream carries 40 labels and AlienVault OTX 11, so the shares are not directly comparable.

Anomali ThreatStream

criticized challenger

Named in one category this edition.

AlienVault OTX

accepted challenger

Named in one category this edition.

First-choice share10%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.

Negative rate30%0%Negative labels as a share of the product's labels, 0 to 100.

Rank in category#3#6A position in a field of 14; printed, not drawn.

Labels4011A 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.ThreatConnect was named alongside these two in eight of the fourteen direct answers. MISP vs Anomali ThreatStream · MISP vs AlienVault OTX · Recorded Future Intelligence Cloud 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

Direct101 against Anomali ThreatStream

Paraphrase41

Comparative001 against Anomali ThreatStream

Budget-constrained022 against Anomali ThreatStream

Scale-constrained101 against Anomali ThreatStream

Negative007 against Anomali ThreatStream

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.

Across every category in the October 2026 Edition, Anomali ThreatStream and AlienVault OTX were named in the same answer twenty-three times, of the 110 answers naming Anomali ThreatStream and the 47 naming AlienVault OTX. In those answers AlienVault OTX took the first choice three times and Anomali ThreatStream three.

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 4.1 Fast
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

1 of 14 modelsAlienVault OTX was named in the answer but not as the choice, or not at all.

Kimi K2Anomali ThreatStream, ThreatConnect alternatives: Google Threat Intelligence, NordStellar

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.

GPT-5.4 miniRecorded Future Intelligence Cloud alternatives: Anomali ThreatStream, ThreatConnect

Grok 4.1 FastCrowdStrike Falcon Intelligence alternatives: Anomali ThreatStream, Flashpoint Ignite, ManageEngine Log360, Recorded Future Intelligence Cloud, ThreatConnect

DeepSeek V4 FlashCyble Vision, Rapid7 Threat Command alternatives: Anomali ThreatStream, CrowdStrike Falcon, NordStellar, OpenCTI

GLM 4.7 FlashXRecorded Future Intelligence Cloud, ThreatSearch alternatives: Anomali ThreatStream, ThreatConnect

GPT-6 LunaRecorded Future Intelligence Cloud alternatives: Anomali ThreatStream, ThreatConnect

Neither was named

8 of 14 modelsThe answer made no first choice from these two in this category.

Claude Haiku 4.5Recorded Future Intelligence Cloud alternatives: CloudSEK, CrowdStrike Falcon, Cyble Vision, Mandiant Threat Intelligence

Gemini 3.5 FlashFlare, SOCRadar Extended Threat Intelligence alternatives: CrowdStrike Falcon Intelligence, UpGuard

Perplexity SonarSOCRadar Extended Threat Intelligence alternatives: Flare, Rapid7 Threat Command, ThreatConnect

Mistral SmallCyble Vision, Rapid7 Threat Command alternatives: UpGuard

Llama 4 Maverickno first choice

Qwen 3.7 FlashThreatConnect alternatives: ManageEngine Log360, UpGuard

MiniMax M2.5Rapid7 Threat Command alternatives: ManageEngine Log360, UpGuard

Muse Glimmer 30BUpGuard alternatives: Cyble Vision, ThreatConnect

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 twelve points.

AlienVault OTX#2 of 14

Anomali ThreatStream#10 of 14

The full small business standing →

Mid-marketThe figures above

The order flips: Anomali ThreatStream leads at mid-market.

Anomali ThreatStream#3 of 14

AlienVault OTX#6 of 14

The full mid-market standing →

Enterprise

Anomali ThreatStream leads by six points.

Anomali ThreatStream#2 of 11

AlienVault OTX#– of 11

The full enterprise standing →

What 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.

“Verdict: Avoid unless you are a large enterprise with specific requirements for high-volume, automated ingestion” GLM 4.7 FlashX · negative prompt · hard negative

“Avoid enterprise tools like ThreatQuotient or Anomali ($10K+ annually).” Grok 4.1 Fast · budget prompt · hard negative

“Anomali is flagged as enterprise-heavy and may not be the best fit” Mistral Small · negative prompt · hard negative

“Evaluate Anomali or ThreatConnect's mid-market tiers, or your existing security vendor's intel add-ons.” Kimi K2 · scale prompt · first choice

“Recorded Future (feed) + EclecticIQ Fusion (free) or Anomali (SaaS)” MiniMax M2.5 · paraphrase prompt · first choice

“I would recommend Anomali or Cyware as the platform” Perplexity Sonar · paraphrase 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. Three of four in this category shown.

“I'd recommend starting with AlienVault OTX (Open Threat Exchange) as your primary cyber threat intelligence (CTI) feed.” Grok 4.1 Fast · paraphrase prompt · first choice

“Start with AlienVault OTX (free) for your primary threat intelligence feed” DeepSeek V4 Flash · budget prompt · first choice

“I'd recommend starting with a free platform like OTX or abuse.ch” Claude Haiku 4.5 · budget prompt · first choice

Also compared

MISP vs Anomali ThreatStream MISP vs AlienVault OTX Recorded Future Intelligence Cloud vs Anomali ThreatStream Recorded Future Intelligence Cloud vs AlienVault OTX Anomali ThreatStream vs SOCRadar Extended Threat Intelligence Anomali ThreatStream vs ThreatConnect Anomali ThreatStream vs Cyble Vision Anomali ThreatStream vs CrowdStrike Falcon Intelligence SOCRadar Extended Threat Intelligence vs AlienVault OTX ThreatConnect vs AlienVault OTX AlienVault OTX vs Cyble Vision AlienVault OTX vs CrowdStrike Falcon Intelligence All 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.