# Recurly vs Zoho Billing: which do AI models recommend for billing, September 2026

GTM AI Recommendation Index, September 2026 Edition, Billing and subscription management. Zero of twelve models named Recurly first on the direct prompt; zero named Zoho Billing. Page: https://gtm-ai-index.com/revops/billing-and-subscription-management/recurly-vs-zoho-billing/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Recurly | 2% | #3 of 8 | 15% | 47 | 12 of 12 |
| Zoho Billing | 2% | #4 of 8 | 0% | 10 | 8 of 12 |

## The direct prompt, model by model

- Perplexity Sonar: neither first, one named (first choices: Chargebee) (alternatives: Hyperline, Maxio, Recurly, Younium)
- Grok 4.1 Fast: neither first, one named (first choices: Chargebee) (alternatives: Maxio, Recurly, Stripe Billing)
- DeepSeek V4 Flash: neither first, one named (first choices: Chargebee) (alternatives: Maxio, Recurly, Stripe Billing)
- Kimi K2: neither first, one named (first choices: Chargebee) (alternatives: Recurly, Stripe Billing)
- GLM 4.7 FlashX: neither first, one named (first choices: Chargebee) (alternatives: Paddle, Recurly, Stripe Billing)
- MiniMax M2.5: neither first, one named (first choices: Chargebee) (alternatives: Metronome, OneBill, Recurly, Solvimon, Stripe Billing, Zuora)
- Claude Haiku 4.5: neither named (first choices: Chargebee) (alternatives: Maxio, Solvimon, Stripe Billing, Zuora)
- GPT-5.4 mini: neither named (first choices: Stripe Billing) (alternatives: Chargebee, Maxio)
- Gemini 3.5 Flash: neither named (first choices: Chargebee) (alternatives: Maxio, Metronome, Orb, Paddle, Stripe Billing)
- Mistral Small: neither named (first choices: Chargebee) (alternatives: Maxio, OneBill, Stripe Billing, Younium)
- Llama 4 Maverick: neither named (first choices: Chargebee)
- Qwen 3.7 Flash: neither named (first choices: Chargebee) (alternatives: OneBill, Stripe Billing)

## What the models said about Recurly

- "Who should avoid it: Usage-based or hybrid pricing businesses, and companies scaling past ~$500K MRR" (DeepSeek V4 Flash, negative prompt, hard negative)
- "too expensive for early-stage" (DeepSeek V4 Flash, budget prompt, hard negative)
- "its catalog flexibility is narrower than Chargebee and complex hybrid pricing may require workarounds" (Perplexity Sonar, negative prompt, soft negative)
- "Recurly: Best for revenue recovery. Focuses heavily on payment orchestration and dunning tools to minimize churn." (Qwen 3.7 Flash, scale prompt, first choice)
- "Safer Alternatives (Lower Complaints): Recurly (18/100 risk, strong dunning)" (Grok 4.1 Fast, negative prompt, first choice)
- "Recurly - Lowest risk score at 18/100 with only 2 documented complaints" (GLM 4.7 FlashX, negative prompt, first choice)

## What the models said about Zoho Billing

- "Zoho Billing is an affordable and feature-rich subscription management platform designed for small to medium-sized businesses." (Claude Haiku 4.5, budget prompt, first choice)
- "Zoho Billing if you need more advanced features but have under 20 subscribers" (MiniMax M2.5, budget prompt, alternative)
- "The Best for Low, Flat Monthly Rates: Zoho Billing ... is the clear winner." (Gemini 3.5 Flash, budget prompt, alternative)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.