Four of fourteen models named Anomali ThreatStream first on the direct prompt; three named Rapid7 Threat Command. Anomali ThreatStream was named by fourteen of the fourteen models and Rapid7 Threat Command by seven and Anomali ThreatStream carries 44 labels and Rapid7 Threat Command 12, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories this edition.
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.
| 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 |
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.
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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“praise affordable alternatives like Rapid7 Threat Command or Cyble for mid-tier needs, but they may still exceed strict budgets” Grok 4.20 · budget prompt · soft negative
“Leading vendors stand out with accessible, integrated solutions suited for lean security teams and SMB operational models, e.g., Rapid7 Threat Command, Anomali.” Muse Glimmer 30B · scale prompt · first choice
“Generally considered the best overall choice for mid-sized to large businesses due to its balance of depth and usability.” Qwen 3.7 Flash · direct prompt · first choice
“For most mid‑market B2B companies, Rapid7 Threat Command or ThreatConnect TI Ops will provide the best balance” GLM 4.7 FlashX · direct prompt · first choice
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.