Three of fourteen models named Allego first on the direct prompt; one named SalesHood. Allego was named by fourteen of the fourteen models and SalesHood by twelve and Allego carries 28 labels and SalesHood 18, so the shares are not directly comparable.
Named in three categories this edition.
Named in four 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 sales enablement and content page.
Across every category in the November 2026 Edition, Allego and SalesHood were named in the same answer sixty-three times, of the 218 answers naming Allego and the 111 naming SalesHood. In those answers SalesHood took the first choice six times and Allego two.
| 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. Three of three in this category shown.
“legacy options losing ground to AI-native challengers. Complaints include outdated interfaces, poor AI integration, and low innovation” Grok 4.20 · negative prompt · hard negative
“Examples to approach with caution: *Mindtickle, Allego (if your main goal is content management)*” Gemini 3.5 Flash · negative prompt · soft negative
“I'd recommend starting with demos from Highspot, Allego, and HubSpot Sales Hub” MiniMax M2.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“complaints about limited feature range and clunky interface for power users” Qwen 3.7 Flash · negative prompt · soft negative
“SalesHood - mid-market sweet spot. You get 80% of what Highspot and Seismic offer at a fraction of the cost.” Muse Glimmer 30B · scale prompt · first choice
“Best for growth-stage and mid-market B2B teams that need sellers ready fast without a large enablement staff” Claude Haiku 4.5 · 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.