Three of fourteen models named Rapid7 Threat Command first on the direct prompt; zero named AlienVault OTX. Rapid7 Threat Command was named by seven of the fourteen models and AlienVault OTX by ten and Rapid7 Threat Command carries 12 labels and AlienVault OTX 17, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category 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. 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
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
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.