Billing and subscription management for small business buyers
Asked as “subscription billing platform”, and as “recurring billing and subscription management tool”, on behalf of a small B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
41%
Clear leader
41Stripe Billing27Chargebee12Zoho Billing20others
41% of first choices, clear leader.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the one product at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
All ten head-to-head pages: the top five products, each against each
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Stripe Billing41%
Stripe Billing41%02Chargebee27%
Chargebee27%03Zoho Billing12%
Zoho Billing12%04Billsby4%
Billsby4%05Whop4%
Whop4%06Recurly2%
Recurly2%07Paddle2%
Paddle2%08Maxio2%
Maxio2%09Zuora0%
Zuora0%What they warned about
Three of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Zuora81%
17 of 21 labels negative · 12 of 12 models · 8 hard negative
“Zuora & SAP Subscription Billing: These are fundamentally enterprise-grade solutions... $100K+ total cost of ownership” Qwen 3.7 Flash, negative prompt
Paddle28%
8 of 29 labels negative · 8 of 12 models · 2 hard negative
“Why to avoid: High transaction fees (can be on the higher side), limited payment link functionality” GLM 4.7 FlashX, negative prompt
Recurly28%
11 of 40 labels negative · 8 of 12 models · 2 hard negative
“Who should avoid: Virtually any small business. Recurly is built for mid-market revenue optimization, not SMBs.” DeepSeek V4 Flash, negative prompt
Chargebee16%
10 of 61 labels negative · 8 of 12 models · 1 hard negative
“Recurly, Zuora, and paid Chargebee tiers are the ones most small businesses should actively avoid” DeepSeek V4 Flash, negative prompt
What they cite
Four of the twelve models returned a source list in this edition: four return the pages they cited.
Sites the answers cite
20 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 273 links across 127 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
vendor site · Solidgate13 answers · 13 citations · 3 models
vendor site · Chargebee8 answers · 9 citations · 3 models
vendor site · Reddit7 answers · 13 citations · 2 models
vendor site · Younium7 answers · 10 citations · 3 models
vendor site · Whop7 answers · 7 citations · 2 models
6 answers · 9 citations · 3 models
6 answers · 6 citations · 2 models
vendor site · Guideflow5 answers · 7 citations · 2 models
vendor site · Gartner5 answers · 5 citations · 2 models
vendor site · Stripe5 answers · 5 citations · 3 models
5 answers · 5 citations · 3 models
vendor site · YouTube4 answers · 7 citations · 1 model
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
13 answers · 3 models
7 answers · 2 models
7 answers · 3 models
6 answers · 2 models
5 answers · 2 models
4 answers · 2 models
4 answers · 2 models
4 answers · 2 models
4 answers · 1 model
4 answers · 1 model
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best subscription billing platform”, “subscription billing platform”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Stripe Billing stripe.com | 41% | 170 | 1,900 | 599 | 3,226,782 | $3,621 | 102 | 1 |
| Chargebee chargebee.com | 27% | 198 | 5,400 | 140 | 69,891 | $1,889 | 82 | 7 |
| Zoho parent site Zoho Billing 12% | 12% | 60 | 18,100 | 29 | ||||
| Billsby billsby.com | 4% | 5 | 170 | 1 | 1,447 | |||
| Whop whop.com | 4% | 19 | 110,000 | 1,336 | 352,812 | 29 | ||
| Lemon Squeezy lemonsqueezy.com | 4% | 16 | 9,900 | 419 | 7,174 | 0 | ||
| Recurly recurly.com | 2% | 132 | 3,600 | 105 | 22,718 | $12,207 | 17 | 2 |
| Paddle paddle.com | 2% | 88 | 60,500 | 69,116 | 172,079 | 31 | ||
| Wave wave.video | 2% | 47 | 368,000 | 253,218 | 54,926 | 1 | ||
| Maxio maxio.com | 2% | 112 | 2,400 | 49 | 32,891 | $518 | 59 |
Google's top ten for the two searches hold 16 sites; 6 of them are among the sites the models cited here (chargebee.com, gartner.com, reddit.com, solidgate.com, stripe.com, zoneandco.com). The first result for “best subscription billing platform” is salesforce.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best subscription billing platform for a small B2B company?”Paraphrase“Which recurring billing and subscription management tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top subscription billing platforms for a small team and how do they differ?”Budget-constrained“What is the best subscription billing platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a subscription billing platform. What should we look at?”Negative“Which subscription billing platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5ChargebeeChargebee, Stripe BillingChangedChargebee, Stripe Billingagainst: Orb, ZuoraStripe Billingno first choiceagainst: Paddle, Zoho Billing
Three alternatives
Hyperline, Stripe Billing, SubscriptionFlowThree alternatives
FastSpring, Recurly, ZuoraOne alternative
RecurlyTwo alternatives
Chargify, WaveGPT-5.4 miniStripe Billingagainst: Maxio, ZuoraChargebeeChangedStripe Billingagainst: ZuoraStripe Billingno first choiceagainst: Chargebee, Recurly, Stripe Billing
Two alternatives
Chargebee, RecurlyTwo alternatives
Paddle, RecurlyThree alternatives
Chargebee, Paddle, RecurlyOne alternative
Zoho BillingGemini 3.5 FlashStripe Billingagainst: MaxioChargebee, Stripe BillingChangedPaddleagainst: ChargebeeLemon SqueezyLemon Squeezy, Paddleagainst: Zuoraagainst: Authorize.Net, Chargebee, FastSpring, Lemon Squeezy, Maxio, Paddle, Recurly, Zuora
Three alternatives
Chargebee, Paddle, Zoho BillingTwo alternatives
Paddle, Zoho BillingTwo alternatives
Lemon Squeezy, Stripe BillingFour alternatives
Chargebee, Paddle, Stripe Billing, Zoho BillingThree alternatives
Chargebee, Maxio, Stripe BillingPerplexity SonarChargebee, Stripe BillingZoho BillingChangedStripe BillingZoho Billingno first choiceagainst: Chargebee, Paddle, Recurly, Stripe, Zuora
Two alternatives
Maxio, YouniumThree alternatives
Chargebee, QuickBooks Online, Stripe BillingFour alternatives
Chargebee, Paddle, Recurly, Zoho BillingTwo alternatives
Billsby, Pabbly Subscription BillingGrok 4.20Stripe Billingagainst: MaxioStripe BillingHeldChargebee, Stripe BillingStripe BillingChargebee, Stripe Billingagainst: Zuoraagainst: Bill.com, Bold, Chargebee, FastSpring, HubSpot, Maxio, Paddle, Recharge Payments, Recurly, Seal Subscriptions, Zuora
Three alternatives
Chargebee, Recurly, Zoho BillingTwo alternatives
Chargebee, Zoho BillingThree alternatives
Paddle, Recurly, Zoho BillingFour alternatives
Billsby, Chargebee, Lemon Squeezy, Zoho BillingTwo alternatives
Recurly, Zoho BillingMistral SmallStripe BillingChargebeeChangedagainst: SubscriptionFlow, Zoho BillingStripe BillingStripe Billing, Waveno first choiceagainst: Chargebee, ExpressVPN, FastSpring, HubSpot, Monday.com, Pika, Recharge, Recurly, Stripe Billing, VidIQ, Zuora
Four alternatives
Chargebee, Hyperline, Maxio, Zoho BillingTwo alternatives
Maxio, RecurlySix alternatives
Billsby, Chargebee, FreshBooks, Maxio, Wave, Zoho BillingTwo alternatives
FreshBooks, Zoho InvoiceDeepSeek V4 FlashStripe BillingChargebeeChangedagainst: Maxio, RecurlyChargebee, Stripe Billingagainst: Maxio, Recurly, ZuoraZoho Billingagainst: Chargebee, Stripe BillingChargebee, Stripe Billingagainst: Zuoraagainst: Bill.com, Billsby, Chargebee, Maxio, Paddle, Recurly, Zuora
Four alternatives
Chargebee, Maxio, Paddle, Zoho BillingTwo alternatives
Paddle, Stripe BillingTwo alternatives
Paddle, Zoho BillingTwo alternatives
Billsby, WaveTwo alternatives
Maxio, RecurlyLlama 4 Maverickno first choiceWhopChangedZoho BillingZoho Billingno first choiceagainst: Chargebee, Zuora
Two alternatives
SubscriptionFlow, Zoho BillingFour alternatives
Chargebee, Recurly, Stripe Billing, WhopTwo alternatives
Billsby, WhopQwen 3.7 FlashChargebeeZoho BillingChangedStripe Billingagainst: Maxio, YouniumStripe BillingChargebee, Recurly, Zoho Billingagainst: Billsby, Chargebee, Lemon Squeezy, Paddle, SAP Subscription Billing, SubscriptionFlow, Zuora
Three alternatives
Hyperline, Recurly, Stripe BillingTwo alternatives
Maxio, Stripe InvoicingThree alternatives
Chargebee, Lago, Zoho BillingFour alternatives
Billsby, RevenueCat, Wave, Zoho BillingOne alternative
Stripe BillingKimi K2Stripe BillingStripe BillingHeldChargebee, Stripe BillingStripe Billingagainst: RecurlyStripe Billingagainst: CardPointe/CardConnect, Epos Now, Global Payments, Maxio, Nuvei, Recurly, Zuora
Two alternatives
Chargebee, RecurlyTwo alternatives
Chargebee, RecurlyThree alternatives
Paddle, Recurly, Zoho BillingTwo alternatives
Chargebee, WhopTwo alternatives
Chargebee, RecurlyGLM 4.7 FlashXChargebeeChargebeeHeldStripe BillingBillsbyno first choiceagainst: Braintree, Cashfree Subscriptions, Maxio, Paddle, Razorpay Subscriptions, Recurly, Shopify, Zuora
Six alternatives
Billsby, OneBill, Paddle, Recurly, Stripe Billing, YouniumThree alternatives
OneBill, Stripe Billing, Zoho BillingSeven alternatives
Chargebee, Lemon Squeezy, Outseta, Paddle, Recurly, ThriveCart, Zoho BillingThree alternatives
Chargebee, Stripe Billing, Zoho BillingFour alternatives
Chargebee, Recurly, Stripe Billing, WhopMiniMax M2.5Stripe BillingMaxio, WhopChangedRecurly, Zoho BillingBillsby, Chargebeeno first choiceagainst: Paddle, Stripe Billing, Zuora
Two alternatives
Chargebee, RecurlyOne alternative
YouniumFive alternatives
Billsby, Chargebee, Stripe Billing, Wave, WhopTwo alternatives
Stripe Billing, Zoho BillingBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:44 | yes | 8 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:01 | yes | 5 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:31 | yes | 12 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 02:43 | yes | 20 | 6 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 00:49 | yes | 0 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 22:57 | yes | 0 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 01:13 | yes | 0 | 16 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:59 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:01 | yes | 0 | 47 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:50 | yes | 0 | 23 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 22:54 | yes | 0 | 19 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:46 | yes | 0 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:20 | no | 0 | 6 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:28 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:37 | yes | 16 | 26 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-14 23:27 | yes | 20 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-14 23:08 | yes | 0 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:19 | yes | 0 | 8 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 04:04 | yes | 0 | 21 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 22:55 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:23 | yes | 0 | 43 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:16 | yes | 0 | 26 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:58 | yes | 0 | 37 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:21 | yes | 0 | 11 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:56 | yes | 6 | 7 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:09 | yes | 3 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:34 | yes | 20 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-14 23:58 | yes | 20 | 9 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 02:22 | yes | 0 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 05:03 | yes | 0 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 01:48 | yes | 0 | 20 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:49 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:18 | yes | 0 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:59 | yes | 0 | 24 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:00 | yes | 0 | 25 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:14 | yes | 0 | 15 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:03 | no | 0 | 5 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:08 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:38 | yes | 16 | 27 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 04:56 | yes | 20 | 5 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 03:40 | yes | 0 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:16 | yes | 0 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 03:15 | yes | 0 | 24 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:06 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 05:07 | yes | 0 | 40 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 22:56 | yes | 0 | 21 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:34 | yes | 0 | 77 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:12 | yes | 0 | 16 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:39 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:08 | no | 0 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:20 | yes | 17 | 27 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 04:08 | yes | 20 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 02:14 | yes | 0 | 12 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:58 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:38 | yes | 0 | 47 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:58 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:21 | no | 0 | 24 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:20 | yes | 0 | 31 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:06 | yes | 0 | 103 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 22:54 | yes | 0 | 13 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:26 | yes | 14 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:25 | yes | 3 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:10 | yes | 27 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 01:00 | yes | 20 | 7 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:51 | yes | 0 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:49 | yes | 0 | 12 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:56 | yes | 0 | 97 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:45 | yes | 0 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:07 | yes | 0 | 42 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:33 | yes | 0 | 55 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:39 | yes | 0 | 132 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:36 | yes | 0 | 24 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
None. Every name in this category resolved on its own.
Unresolved, counted raw
Bold for Shopify
CardPointe/CardConnect
Cashfree Subscriptions
Epos Now
ExpressVPN
Global Payments
Pika
Polaris
Razorpay Subscriptions
Square Billing
Stripe Invoicing
Discontinued, still offered
No shut-down product was recommended here.