Two of fourteen models named Fastly Bot Management first on the direct prompt; zero named HUMAN Security. Fastly Bot Management was named by ten of the fourteen models and HUMAN Security by eight and Fastly Bot Management carries 12 labels and HUMAN Security 18, 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 bot management 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 4.1 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 |
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. Three of four in this category shown.
“DataDome and Fastly are highlighted as the top choices for mid-market companies.” Mistral Small · direct prompt · first choice
“DataDome or Fastly would be the best starting points” MiniMax M2.5 · direct prompt · first choice
“Fastly Bot Management and Akamai Bot Manager offer features like transparent insights and straightforward configuration.” Llama 4 Maverick · scale prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Leader in Forrester Wave Q3 2024 with top scores in strategy, detection models... #1 on G2 for Bot Detection and Mitigation” Grok 4.1 Fast · 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.