LeadAngel vs Distribution Engine
Five of twelve models named LeadAngel first on the direct prompt; zero named Distribution Engine. LeadAngel was named by ten of the twelve models and Distribution Engine by nine and LeadAngel carries 38 labels and Distribution Engine 18, 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 twelve 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 lead routing and management page.
By framing
LeadAngelFirst choices, of twelve modelsDistribution Engine
Across every category in the September 2026 Edition, LeadAngel and Distribution Engine were named in the same answer twenty-two times, of the 124 answers naming LeadAngel and the 43 naming Distribution Engine. In those answers Distribution Engine took the first choice zero times and LeadAngel two.
Every model, every framing
| 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 | | | |
LeadAngel Distribution Engine first choice named as an alternative argued againstblank: not namedEach cell is one answer, LeadAngel on the left and Distribution Engine on the right.The direct prompt
LeadAngel first, Distribution Engine not the choice
5 of 12 modelsDistribution Engine was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 of 12 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
LeadAngel4%#8 of 14Distribution Engine0%#– of 14LeadAngel32%#1 of 14Distribution Engine4%#6 of 14LeadAngel4%#3 of 9Distribution Engine0%#9 of 9What the models said about LeadAngel
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“LeadAngel Common Issues: - Glitches and malfunctions - software doesn't work consistently, causing routing failures” GLM 4.7 FlashX · negative prompt · hard negative
“LeadAngel ⚠️ Minor Caution - Reliability Issues” Kimi K2 · negative prompt · soft negative
“I'd shortlist LeadAngel or Default — they deliver enterprise-grade routing ... without LeanData's enterprise pricing and complexity.” DeepSeek V4 Flash · direct prompt · first choice
“Top Recommendation: LeadAngel ... offers the best combination of features, pricing flexibility, and ease of implementation.” GLM 4.7 FlashX · paraphrase prompt · first choice
“Distributely (if on HubSpot) or LeadAngel (if multi-CRM) offer the best combination of features and affordability.” Kimi K2 · budget prompt · first choice
What the models said about Distribution Engine
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“prioritize Salesforce-native routing tools (such as *LeanData, Traction Complete, Kubaru,* or *Distribution Engine*)” Gemini 3.5 Flash · negative prompt · first choice
“LeadAngel or Distribution Engine (mid-market value + territory depth)” Kimi K2 · scale prompt · first choice
“buy Distribution Engine” Gemini 3.5 Flash · paraphrase 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.