# Lead routing and management: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "lead routing and management tool" and as "lead assignment and lead-to-account matching tool", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/gtm/sales/lead-routing-and-management/2026-11

**Standing:** LeanData leads with 28% of first choices; verdict contested. 57 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [LeanData](https://www.gane.ai/index/gtm/vendors/leandata/index.md) | 28% | 25% | 63 |
| 2 | [LeadAngel](https://www.gane.ai/index/gtm/vendors/leadangel/index.md) | 26% | 3% | 35 |
| 4 | [Zoho CRM](https://www.gane.ai/index/gtm/vendors/zoho-crm/index.md) | 9% | 10% | 20 |
| 5 | [Chili Piper](https://www.gane.ai/index/gtm/vendors/chili-piper/index.md) | 7% | 20% | 61 |
| 6 | [HubSpot Sales Hub](https://www.gane.ai/index/gtm/vendors/hubspot-sales-hub/index.md) | 4% | 10% | 39 |
| 7 | [Freshsales](https://www.gane.ai/index/gtm/vendors/freshsales/index.md) | 4% | 0% | 11 |
| 8 | [Default](https://www.gane.ai/index/gtm/vendors/default/index.md) | 2% | 16% | 25 |
| 9 | [Traction Complete](https://www.gane.ai/index/gtm/vendors/traction-complete/index.md) | 2% | 6% | 16 |
| 10 | [OnceHub Route](https://www.gane.ai/index/gtm/vendors/oncehub-route/index.md) | 2% | 0% | 13 |
| 14 | [RevenueHero](https://www.gane.ai/index/gtm/vendors/revenuehero/index.md) | 0% | 0% | 23 |
| 15 | [Kubaru](https://www.gane.ai/index/gtm/vendors/kubaru/index.md) | 0% | 0% | 14 |
| 16 | [Distribution Engine](https://www.gane.ai/index/gtm/vendors/distribution-engine/index.md) | 0% | 6% | 17 |

Rank is by share of first choices among all 93 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: LeanData; alternatives Chili Piper, HubSpot Sales Hub, Kubaru, LeadAngel
- GPT-5.4 mini: LeanData; alternatives Chili Piper, RevenueHero
- Gemini 3.5 Flash: Chili Piper, LeanData; alternatives Default, Distribution Engine, HubSpot Operations & Sales Hub Enterprise, RevenueHero
- Perplexity Sonar: LeadAngel; alternatives Chili Piper, HubSpot Sales Hub, LeanData
- Grok 4.20: LeanData; alternatives Apollo.io, Chili Piper, Kubaru, LeadAngel
- Mistral Small: LeanData; alternatives Chili Piper, Default, LeadAngel, RevenueHero
- DeepSeek V4 Flash: Chili Piper, Default; alternatives LeadAngel, LeanData, RevenueHero
- Llama 4 Maverick: LeadAngel; alternatives Chili Piper, Default, LeanData
- Qwen 3.7 Flash: LeadAngel; alternatives Chili Piper, LeanData, MarketBetter
- Kimi K2: LeadAngel; alternatives Chili Piper, LeanData
- GLM 4.7 FlashX: LeadAngel; alternatives Chili Piper, LeanData
- MiniMax M2.5: LeadAngel; alternatives Default, HubSpot Sales Hub, OnceHub Route
- GPT-6 Luna: LeanData; alternatives Chili Piper, HubSpot Workflows, RevenueHero
- Muse Glimmer 30B: LeadAngel; alternatives Chili Piper, Default, Kubaru, LeanData

## Sources the answers cite

74 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- leadangel.com: 38 answers, 75 citations
- reply.io: 36 answers, 36 citations
- oncehub.com: 29 answers, 29 citations
- g2.com: 24 answers, 41 citations
- leandata.com: 22 answers, 34 citations
- tomba.io: 20 answers, 21 citations
- blog.hubspot.com: 20 answers, 20 citations
- martal.ca: 17 answers, 17 citations

Pages named in the most answers:

- https://reply.io/blog/best-lead-routing-tools (36 answers)
- https://oncehub.com/blog/best-lead-routing-software (29 answers)
- https://leadangel.com/blog/operations/best-lead-distribution-software (22 answers)
- https://blog.hubspot.com/sales/lead-distribution-software (15 answers)
- https://marketbetter.ai/blog/best-lead-routing-software-2026 (15 answers)
- https://martal.ca/lead-distribution-software-lb (15 answers)
- https://gane.ai/index/gtm/sales/lead-routing-and-management (14 answers)
- https://tray.ai/blog/best-lead-routing-software (13 answers)
- https://tomba.io/blog/lead-routing-software (12 answers)
- https://default.com/post/best-lead-routing-software (11 answers)

## Warned against

- LeanData: 16 of 63 labels negative. "Avoid LeanData for now unless you are already approaching enterprise scale; its high cost and implementation time are generally unnecessary" (Muse Glimmer 30B, negative prompt)
- Salesforce Lead Assignment Rules: 10 of 29 labels negative. "Salesforce Lead Assignment Rules are criticized and shown with essentially 0% first-choice share since September 2026" (Muse Glimmer 30B, negative prompt)
- Chili Piper: 12 of 61 labels negative. "Avoid expensive dedicated routing platforms like Chili Piper ($1,250/mo+)" (DeepSeek V4 Flash, budget prompt)
- Default: 4 of 25 labels negative. "Avoid Chili Piper / LeanData / Default unless you have enterprise budget" (Muse Glimmer 30B, budget prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
New leader: LeadAngel (26%) to LeanData (28%). Margin 2 points, within noise.

- LeanData: 21% to 28%, +7. Inside the floor by 4 points · rank 2 → 1 of 93.
- Zoho CRM: 14% to 9%, −5. Inside the floor by 6 points · rank 3 → 4 of 93.
- HubSpot Sales Hub: 9% to 4%, −5. Inside the floor by 6 points · rank 4 → 6 of 93.
- Freshsales: 0% to 4%, +4. Inside the floor by 7 points · rank 16 → 7 of 93.
- RevenueHero: 4% to 0%, −4. Inside the floor by 7 points · rank 7 → 14 of 93.
- Salesforce Lead Assignment Rules: 4% to 0%, −4. Inside the floor by 7 points · rank 8 → 18 of 93.
- Chili Piper: 5% to 7%, +2. Inside the floor by 9 points · rank 6 → 5 of 93.
- Traction Complete: 0% to 2%, +2. Inside the floor by 9 points · rank 18 → 9 of 93.
- OnceHub Route: 0% to 2%, +2. New · not ranked in October 2026 · rank 10 of 93.
- LeadAngel: 26% to 26%, ±0. Inside the floor by 11 points · rank 1 → 2 of 93.
- Default: 2% to 2%, ±0. Inside the floor by 11 points · rank 9 → 8 of 93.
- Kubaru: 0% to 0%, ±0. Inside the floor by 11 points · rank 14 → 15 of 93.

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.