Merchants of record for enterprise buyers
Asked as “merchant of record”, and as “reseller that handles global sales tax and payments”, on behalf of an enterprise B2B company. 57 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
33%
Contested · Cleverbridge 32%
33Paddle32Cleverbridge11PayPro Global25others
33% of first choices, contested.
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 fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the two products 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.
For buyers
All twenty-eight head-to-head pages: the top eight products, each against each
Paddle vs PayPro GlobalPaddle vs Dodo PaymentsPaddle vs 2CheckoutPaddle vs GumroadCleverbridge vs FastSpringCleverbridge vs Lemon SqueezyCleverbridge vs PayPro GlobalCleverbridge vs Dodo PaymentsCleverbridge vs 2CheckoutCleverbridge vs GumroadFastSpring vs Lemon SqueezyFastSpring vs PayPro GlobalFastSpring vs Dodo PaymentsFastSpring vs 2CheckoutFastSpring vs GumroadLemon Squeezy vs PayPro GlobalLemon Squeezy vs Dodo PaymentsLemon Squeezy vs 2CheckoutLemon Squeezy vs GumroadPayPro Global vs Dodo PaymentsPayPro Global vs 2CheckoutPayPro Global vs GumroadDodo Payments vs 2CheckoutDodo Payments vs Gumroad2Checkout vs Gumroad
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
04D05
06
07Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Paddle33%
Paddle33%02Cleverbridge32%
Cleverbridge32%03PayPro Global11%
PayPro Global11%04FastSpring7%
FastSpring7%05Digital River2%
062Checkout0%
2Checkout0%07Lemon Squeezy0%
Lemon Squeezy0%What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, 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 and Muse Glimmer 30B 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.
Lemon Squeezy67%
10 of 15 labels negative · 8 of 14 models · 3 hard negative
“Payments platforms doubling as MoRs (e.g., **Gumroad, Lemon Squeezy, Whop**) - **Why avoid:** These are primarily consumer/creator marketplaces” DeepSeek V4 Flash, negative prompt
Paddle19%
10 of 54 labels negative · 7 of 14 models · 1 hard negative
“Limited B2B support ... Best suited for: Startups and SMB B2C SaaS, not complex enterprise needs” Kimi K2, negative prompt
FastSpring12%
6 of 48 labels negative · 6 of 14 models · 1 hard negative
“Limited enterprise depth ... Best suited for: Digital products and mid-market, not large-scale enterprise operations” Kimi K2, negative prompt
Digital River
41%
11 of 27 labels negative · 5 of 14 models · 10 hard negative
“The Ultimate Cautionary Tale: The Collapse of Digital River ... Digital River had laid off its staff, suspended operations, and filed for insolvency/bankruptcy” Gemini 3.5 Flash, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
76 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1029 links across 256 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · Cleverbridge52 answers · 79 citations · 14 models
vendor site · Paddle45 answers · 65 citations · 14 models
vendor site · Freemius40 answers · 59 citations · 12 models
vendor site · Guideflow37 answers · 37 citations · 12 models
vendor site · Dodo Payments33 answers · 51 citations · 12 models
30 answers · 37 citations · 12 models
vendor site · PayPro Global19 answers · 52 citations · 13 models
vendor site · FastSpring16 answers · 25 citations · 9 models
vendor site · Stripe15 answers · 22 citations · 9 models
15 answers · 21 citations · 9 models
14 answers · 14 citations · 10 models
14 answers · 14 citations · 8 models
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.
37 answers · 12 models
33 answers · 12 models
32 answers · 13 models
28 answers · 12 models
25 answers · 11 models
25 answers · 9 models
22 answers · 12 models
22 answers · 10 models
17 answers · 10 models
14 answers · 10 models
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 merchant of record”, “merchant of record”, “merchants of record”. 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 |
|---|---|---|---|---|---|---|---|---|
| Paddle paddle.com | 33% | 206 | 60,500 | 69,116 | 172,079 | 31 | 2 | |
| Cleverbridge cleverbridge.com | 32% | 88 | 6,600 | 246 | 9,493 | 0 | ||
| PayPro Global payproglobal.com | 11% | 77 | 2,900 | 57 | 14,416 | 7 | ||
| FastSpring fastspring.com | 7% | 145 | 3,600 | 235 | 8,511 | $29,868 | 15 | 3 |
| Creem creem.io | 5% | 16 | 2,400 | 169 | 1,126 | $63 | 21 | |
| Stripe stripe.com | 4% | 361 | 823,000 | 102,741 | 3,226,782 | $3,621 | 102 | 1 |
| Vertex vertexinc.com | 2% | 226 | 110,000 | 13,807 | 32,080 | $3,975 | 69 | |
| Adyen adyen.com | 2% | 180 | 22,200 | 890 | 126,446 | $7,702 | 84 | |
| Payrix payrix.com | 2% | 17 | 2,400 | 60 | 1,650 | |||
| Zamp zamp.com | 2% | 32 | 2,900 | 262 | 24,260 | $588 | 8 |
Google's top ten for the three searches hold 23 sites; 4 of them are among the sites the models cited here (dodopayments.com, fastspring.com, paddle.com, stripe.com). The first result for “best merchant of record” is connectpay.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 merchant of record for an enterprise B2B company?”Paraphrase“Which reseller that handles global sales tax and payments would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade merchants of record and how do they differ?”Budget-constrained“What is the best merchant of record for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a merchant of record. What should we look at?”Negative“Which merchants of record should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Adyen, StripePayPro Global, ZampChanged2Checkout, CleverbridgeCleverbridge, Digital River, PayPro Globalagainst: FastSpringno first choicenothing named
One alternative
2CheckoutThree alternatives
Avalara, Taxually, VertexThree alternatives
Maxio, Paddle, PayPro GlobalGPT-5.4 miniCleverbridge, PaddlePaddleChangedPaddleagainst: 2Checkout / Verifone, ChargebeePaddleno first choicenothing named
Two alternatives
Digital River, FastSpringTwo alternatives
FastSpring, Stripe Managed PaymentsOne alternative
FastSpringGemini 3.5 FlashCleverbridgeagainst: Digital RiverCleverbridgeHeldagainst: Digital River, PaddleCleverbridgeagainst: Digital RiverCleverbridge, Stripeagainst: Lemon Squeezyno first choiceagainst: Digital River, FastSpring, Lemon Squeezy, Paddle
Four alternatives
FastSpring, Paddle, PayPro Global, Stripe Managed PaymentsTwo alternatives
2Checkout, FastSpringSeven alternatives
FastSpring, Gapp Group, Global-e, Paddle, PayPro Global, Reach, XsollaFive alternatives
Adyen, Anrok, Digital River, Paddle, SpherePerplexity SonarCleverbridgeagainst: PayPro GlobalPaddleChangedCleverbridgeCleverbridgeagainst: Paddleno first choicenothing named
Two alternatives
Digital River, FastSpringThree alternatives
Cleverbridge, FastSpring, PayPro GlobalFour alternatives
Digital River, FastSpring, Paddle, PayPro GlobalOne alternative
Digital RiverGrok 4.1 FastCleverbridgeagainst: Stripe Managed PaymentsPayPro GlobalChangedagainst: Avnet, Ingram MicroCleverbridgeagainst: Adyen, Checkout.com, PayPal, StripePaddleagainst: Dodo, Lemon Squeezy, StripeCleverbridge, FastSpring, Paddleagainst: Adyen, Authorize.net, Square, Stripe
Three alternatives
2Checkout, FastSpring, PaddleThree alternatives
Cleverbridge, FastSpring, PaddleFour alternatives
2Checkout, Digital River, FastSpring, PayPro GlobalFive alternatives
2Checkout, Cleverbridge, Digital River, FastSpring, PayPro GlobalMistral SmallCleverbridgePaddleChangedFastSpringCreem, Paddleno first choiceagainst: CCBill, Digital River, Flurly, Segpay
Two alternatives
2Checkout, PayPro GlobalTwo alternatives
Cleverbridge, PayPro GlobalTwo alternatives
2Checkout, Digital RiverDeepSeek V4 FlashCleverbridgeagainst: 2Checkout, Digital RiverPayPro Global, VertexChangedCleverbridgeagainst: Digital RiverCleverbridge, Paddleagainst: Digital Riverno first choiceagainst: FastSpring, Gumroad, Lemon Squeezy, Paddle, Whop
Two alternatives
FastSpring, PaddleFour alternatives
2Checkout, FastSpring, Paddle, PayPro GlobalLlama 4 MaverickCleverbridgePayPro GlobalChangedno first choiceCreem, Paddleno first choicenothing named
One alternative
FastSpringThree alternatives
Dodo Payments, Freemius, Lemon SqueezyQwen 3.7 FlashPayrixCleverbridgeChangedagainst: PaddlePaddleFastSpring, Paddleagainst: Gumroad, Lemon Squeezyno first choiceagainst: Eduflow, FastSpring, Gumroad, Lemon Squeezy, Paddle, PayPal
Five alternatives
Adyen, Checkout.com, FastSpring, Paddle, ThunesOne alternative
FastSpringThree alternatives
Cleverbridge, FastSpring, PayPro GlobalOne alternative
StripeKimi K2Cleverbridgeagainst: Stripe Managed PaymentsFastSpringChangedagainst: AvalaraPaddleFastSpringagainst: Lemon Squeezy, Paddleno first choiceagainst: 2Checkout, FastSpring, Paddle
Two alternatives
FastSpring, PaddleTwo alternatives
Paddle, PayPro GlobalFour alternatives
Chargebee, Cleverbridge, FastSpring, PayPro GlobalTwo alternatives
Digital River, PolarGLM 4.7 FlashXCleverbridgePaddleChangedCleverbridge, FastSpring, PaddlePaddleagainst: Adyenno first choiceagainst: Digital River, Flurly, Nuvei
Three alternatives
2Checkout, FastSpring, PaddleThree alternatives
FastSpring, Nexway, PayPro GlobalFive alternatives
2Checkout, Digital River, Lemon Squeezy, PayPro Global, Stripe Managed PaymentsTwo alternatives
Cleverbridge, FastSpringMiniMax M2.5Cleverbridgeagainst: PaddlePaddleChangedCleverbridgePaddleno first choiceagainst: Gumroad, Lemon Squeezy
Two alternatives
Digital River, FastSpringFour alternatives
Avalara, FastSpring, PayPro Global, Stripe Managed PaymentsFour alternatives
2Checkout, FastSpring, Global-e, NexwayTwo alternatives
Cleverbridge, PolarGPT-6 LunaPaddleagainst: Stripe Managed PaymentsPaddleHeldPaddleagainst: Digital RiverPaddleagainst: Stripe Managed Paymentsno first choiceagainst: Digital River, Lemon Squeezy, Stripe Managed Payments
Two alternatives
Cleverbridge, FastSpringSix alternatives
Cleverbridge, ESW, FastSpring, Global-e, PayPro Global, XsollaOne alternative
FastSpringMuse Glimmer 30BCleverbridgePayPro GlobalChangedCleverbridgeCreem, Paddleno first choiceagainst: Creem, Dodo Payments, FastSpring, Freemius, Fungies, Lemon Squeezy, Paddle, Polar
Three alternatives
2Checkout / Verifone, FastSpring, PayPro GlobalOne alternative
PaddleFour alternatives
Digital River, FastSpring, Paddle, PayPro GlobalThree alternatives
Cleverbridge, Digital River, SubyBold 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. Full answer text is in the free responses file. Download the record
Eighty-four 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 | 2026-10-04 21:41 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:29 | yes | 3 | 3 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:21 | yes | 20 | 30 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 21:23 | yes | 15 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:20 | yes | 14 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:43 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:21 | yes | 18 | 21 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:34 | yes | 5 | 8 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:38 | no | 0 | 29 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:38 | yes | 16 | 23 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:38 | yes | 18 | 33 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:28 | yes | 13 | 23 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:26 | yes | 4 | 16 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:32 | yes | 9 | 15 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:37 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:33 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:20 | yes | 11 | 26 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 21:24 | yes | 19 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:24 | yes | 23 | 12 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:37 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:23 | yes | 22 | 24 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:35 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:28 | yes | 10 | 38 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:29 | yes | 22 | 19 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:24 | yes | 23 | 34 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:25 | yes | 9 | 38 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:40 | yes | 2 | 19 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:31 | yes | 15 | 26 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:43 | yes | 9 | 7 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:22 | yes | 4 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:24 | yes | 30 | 33 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 21:25 | yes | 15 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:43 | yes | 20 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:25 | yes | 10 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:37 | yes | 18 | 64 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:38 | yes | 5 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:21 | yes | 15 | 41 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:31 | yes | 24 | 26 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:36 | yes | 22 | 55 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:36 | yes | 7 | 22 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:41 | yes | 8 | 27 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:34 | yes | 24 | 41 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:40 | yes | 16 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:40 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:42 | yes | 17 | 30 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 21:38 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:44 | yes | 15 | 13 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:33 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:38 | yes | 21 | 29 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:37 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:23 | no | 0 | 27 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:39 | yes | 21 | 44 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:40 | yes | 22 | 24 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:40 | yes | 19 | 39 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:26 | yes | 3 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:24 | yes | 11 | 17 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:28 | yes | 18 | 11 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:38 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:27 | no | 0 | 15 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 21:39 | yes | 16 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:39 | yes | 17 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:41 | no | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:30 | yes | 21 | 43 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:28 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:33 | no | 0 | 28 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:47 | yes | 21 | 33 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:25 | yes | 11 | 24 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:40 | yes | 10 | 19 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:28 | yes | 5 | 25 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:39 | yes | 19 | 29 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:25 | yes | 16 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:30 | yes | 4 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:43 | yes | 12 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 21:39 | yes | 20 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:28 | yes | 16 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:29 | yes | 12 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:34 | yes | 19 | 64 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:27 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:33 | no | 0 | 32 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:20 | yes | 20 | 23 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:40 | yes | 24 | 57 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:35 | yes | 7 | 45 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:37 | yes | 5 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:44 | yes | 20 | 33 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
Avnet
CCBill
ESW
Eduflow
Gigapay
Ingram Micro (via Xvantage)
Kelviq
Segpay
Suby
Verifone 2Checkout (2Monetize)
Yapstone
Discontinued, still offered
No shut-down product was recommended here.