Three of fourteen models named Rapid7 Threat Command first on the direct prompt; two named Recorded Future Intelligence Cloud. Rapid7 Threat Command was named by seven of the fourteen models and Recorded Future Intelligence Cloud by fourteen and Rapid7 Threat Command carries 12 labels and Recorded Future Intelligence Cloud 55, 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. Six of eight in this category shown.
“small businesses should generally avoid or be cautious about Recorded Future due to its high cost and steep learning curve” Mistral Small · negative prompt · hard negative
“Top-tier threat intelligence platforms (such as Recorded Future, Mandiant, or ThreatConnect) are legitimate, high-quality enterprise tools. However, they can turn into "shelfware"” Gemini 3.5 Flash · negative prompt · soft negative
“Independent user reviews note Recorded Future as complex to navigate with a big learning curve, difficulty creating accurate queries and managing data, and seen inaccuracy.” Muse Glimmer 30B · negative prompt · soft negative
“Broad intelligence coverage, packaged for multiple teams... Uses AI and machine learning to provide real-time threat intelligence” Mistral Small · comparative prompt · first choice
“Frequently ranked 1st in 2026 buyer lists... Broad enterprise coverage and packaging for multiple teams → Recorded Future.” Muse Glimmer 30B · comparative prompt · first choice
“Forrester's 2023 Wave report highlights leaders like Recorded Future and Mandiant (now Google) for overall capability.” Grok 4.20 · comparative 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.