Affiliate and partner management for enterprise buyers
Asked as “affiliate marketing platform”, and as “affiliate program management tool”, on behalf of an enterprise B2B company. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
44%
Clear leader
44impact.com34PartnerStack06Partnerize16others
44% 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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the five 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.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All twenty-one head-to-head pages: the top seven products, each against each
PartnerStack vs RewardfulPartnerStack vs Amazon AssociatesPartnerStack vs Refersionimpact.com vs Tapfiliateimpact.com vs Trackdeskimpact.com vs Rewardfulimpact.com vs Amazon Associatesimpact.com vs RefersionTapfiliate vs TrackdeskTapfiliate vs RewardfulTapfiliate vs Amazon AssociatesTapfiliate vs RefersionTrackdesk vs RewardfulTrackdesk vs Amazon AssociatesTrackdesk vs RefersionRewardful vs Amazon AssociatesRewardful vs RefersionAmazon Associates vs Refersion
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
05C06
07
08
09
10Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01impact.com44%
impact.com44%02PartnerStack34%
PartnerStack34%03Partnerize6%
Partnerize6%04Tapfiliate4%
Tapfiliate4%05Everflow2%
Everflow2%06CJ Affiliate0%
07TUNE0%
TUNE0%08Awin0%
Awin0%09Rakuten Advertising0%
Rakuten Advertising0%10ShareASale0%
ShareASale0%What they warned about
Five of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Grok 4.20, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash and Kimi K2 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.
impact.com13%
8 of 62 labels negative · 7 of 12 models · 3 hard negative
“Avoid: Impact.com, PartnerStack, CJ, and Awin if predictable total cost is non-negotiable” DeepSeek V4 Flash, budget prompt
ShareASale60%
6 of 10 labels negative · 6 of 12 models · 3 hard negative
“SMB-Focused Networks like ShareASale (now under Awin): ... lacks sophisticated fraud prevention, multi-touch attribution, and enterprise reporting” Grok 4.20, negative prompt
Awin37%
7 of 19 labels negative · 6 of 12 models · 1 hard negative
“Avoid: Impact.com, PartnerStack, CJ, and Awin” DeepSeek V4 Flash, budget prompt
Rakuten Advertising39%
7 of 18 labels negative · 5 of 12 models · 2 hard negative
“Platforms to Avoid: ... Rakuten Advertising (Trustpilot 2.2/5, 60–90 day payment delays)” GLM 4.7 FlashX, 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
21 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. 294 links across 137 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 · Tapfiliate10 answers · 16 citations · 3 models
vendor site · Modash10 answers · 13 citations · 3 models
vendor site · PartnerStack8 answers · 11 citations · 3 models
vendor site · impact.com8 answers · 9 citations · 3 models
vendor site · LinkJolt8 answers · 8 citations · 2 models
7 answers · 11 citations · 2 models
5 answers · 8 citations · 3 models
vendor site · LinkedIn5 answers · 7 citations · 2 models
vendor site · Partnero5 answers · 7 citations · 3 models
5 answers · 6 citations · 3 models
5 answers · 5 citations · 3 models
vendor site · ReferralCandy5 answers · 5 citations · 2 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.
7 answers · 2 models
7 answers · 3 models
7 answers · 3 models
6 answers · 2 models
5 answers · 3 models
5 answers · 2 models
5 answers · 2 models
5 answers · 2 models
5 answers · 2 models
4 answers · 3 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 “affiliate marketing platform”, “best affiliate marketing 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 |
|---|---|---|---|---|---|---|---|---|
| impact.com impact.com | 44% | 334 | 1,900 | 153 | 111,771 | $3,520 | 117 | 2 |
| PartnerStack partnerstack.com | 34% | 401 | 4,400 | 68 | 27,495 | 16 | 4 | |
| Partnerize partnerize.com | 6% | 26 | 1,600 | 294,041 | 28,889 | 3 | ||
| Post Affiliate Pro postaffiliatepro.com | 6% | 60 | 390 | 5 | 84,963 | $329 | 19 | |
| Tapfiliate tapfiliate.com | 4% | 81 | 720 | 7 | 7,790 | $162 | 15 | |
| Everflow everflow.io | 2% | 66 | 3,600 | 140 | 1,533 | |||
| Trackdesk trackdesk.com | 2% | 25 | 260 | 5 | 2,897 | 5 | ||
| LinkJolt linkjolt.io | 2% | 9 | 8 | |||||
| CJ Affiliate | 0% | 5,400 | 214 | |||||
| TUNE tune.com | 0% | 13 | 40,500 | 161,763 | 2,682 | 5 |
Google's top ten for the two searches hold 16 sites; 4 of them are among the sites the models cited here (impact.com, linkjolt.io, modash.io, partnerstack.com). The first result for “affiliate marketing platform” is clickbank.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 affiliate marketing platform for an enterprise B2B company?”Paraphrase“Which affiliate program management tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade affiliate marketing platforms and how do they differ?”Budget-constrained“What is the best affiliate marketing platform 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 an affiliate marketing platform. What should we look at?”Negative“Which affiliate marketing platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choicePartnerStackChangedTUNETrackdeskno first choiceagainst: impact.com
Two alternatives
TUNE, impact.comFour alternatives
Affise, Everflow, Post Affiliate Pro, impact.comTwo alternatives
Partnero, impact.comGPT-5.4 miniPartnerStack, impact.comimpact.comChangedimpact.comPartnerizeno first choicenothing named
Two alternatives
Everflow, PartnerStackFour alternatives
CJ Affiliate, Everflow, Partnerize, Rakuten AdvertisingOne alternative
AwinGemini 3.5 FlashPartnerStackPartnerStackHeldimpact.comEverflow, Partnerizeagainst: Awin, CJ Affiliate, Rakuten Advertisingimpact.comagainst: Awin, CJ Affiliate, ClickBank, GoAffPro, JVZoo, Rakuten Advertising, Tapfiliate, UpPromote, WarriorPlus
Three alternatives
Everflow, Impartner PRM, impact.comTwo alternatives
Impartner PRM, impact.comFive alternatives
Awin, CJ Affiliate, PartnerStack, Partnerize, Rakuten AdvertisingTwo alternatives
Post Affiliate Pro, TrackdeskFour alternatives
CJ Affiliate, PartnerStack, Rakuten Advertising, TUNEPerplexity SonarPartnerStack, impact.comPartnerStack, impact.comHeldimpact.comimpact.comno first choicenothing named
Four alternatives
Awin, CJ, Everflow, Rakuten AdvertisingTwo alternatives
Everflow, ReditusSix alternatives
Affise, Awin, CJ Affiliate, Everflow, PartnerStack, Rakuten AdvertisingTwo alternatives
Partnero, TapfiliateGrok 4.20PartnerStackimpact.comChangedimpact.comPost Affiliate Proagainst: AffiliateWP, CJ, Rakuten Advertising, Refersion, Tapfiliate, impact.comPartnerStack, impact.comagainst: Awin, CJ Affiliate, ClickBank, Digistore24, Rakuten Advertising, ShareASale, impact.com
One alternative
impact.comThree alternatives
CJ Affiliate, Everflow, PartnerStackSix alternatives
Affise, Awin, CJ Affiliate, Everflow, PartnerStack, Rakuten AdvertisingTwo alternatives
Everflow, PhonexaMistral SmallPartnerStackimpact.comChangedimpact.comPartnerStackno first choiceagainst: Digistore24
Three alternatives
Everflow, Partnerize, impact.comTwo alternatives
Impartner PRM, PartnerStackSix alternatives
Everflow, PartnerStack, Partnerize, Post Affiliate Pro, TUNE, ZINFI Unified Partner ManagementTwo alternatives
Partnero, TapfiliateDeepSeek V4 Flashimpact.comimpact.comHeldimpact.comPost Affiliate Proagainst: AffiliateWP, Awin, CJ Affiliate, PartnerStack, Partnero, Tapfiliate, impact.comPartnerize, impact.comagainst: Rakuten Advertisingagainst: Adcash, Affiliatecube, Capital One Shopping, ClickBank, Clickky, CouponCabin, Leadgate, Leadnetwork, MaxBounty, Nutriprofits, PayPal Honey, PeerFly, RetailMeNot, RevenueHits, ShareASale, Slickdeals, Trafficnomads, Ultra Partners, Wethrift
Two alternatives
Everflow, PartnerStackOne alternative
PartnerStackFive alternatives
Awin, CJ Affiliate, Everflow, Partnerize, Rakuten AdvertisingOne alternative
EverflowTwo alternatives
Awin, CJLlama 4 MaverickPartnerStackno first choiceChangedimpact.comPartnerStack, impact.comno first choicenothing named
Two alternatives
Everflow, PartnerStackQwen 3.7 FlashPartnerStack, impact.comagainst: Refgrowimpact.comChangedimpact.comTapfiliateagainst: PartnerStack, ShareASale, impact.comPartnerStack, impact.comagainst: Awin, CJ, Rakuten Advertisingnothing named
Three alternatives
Awin, CJ Affiliate, PartnerizeOne alternative
PartnerStackFive alternatives
Affise, Everflow, PartnerStack, Post Affiliate Pro, TUNETwo alternatives
Rewardful, TrackdeskOne alternative
EverflowKimi K2PartnerStackagainst: Refersionimpact.comChangedimpact.comPost Affiliate Proagainst: impact.comno first choiceagainst: Amazon Associates, Awin, CJ Affiliate, FlexOffers, JVZoo, ShareASale, WarriorPlus
Two alternatives
Everflow, impact.comOne alternative
PartnerStackFour alternatives
CAKE, Everflow, PartnerStack, TUNEOne alternative
PartnerStackGLM 4.7 FlashXimpact.comimpact.comHeldimpact.comTapfiliate, impact.comagainst: PartnerStackno first choiceagainst: Awin, Honey, Phia, Rakuten Advertising, ShareASale, impact.com
Three alternatives
Impartner PRM, Introw, PartnerStackTwo alternatives
Everflow, PartnerStackFour alternatives
CJ Affiliate, Everflow, PartnerStack, PartnerizeOne alternative
RewardfulMiniMax M2.5PartnerStack, impact.comPartnerStack, impact.comHeldimpact.comLinkJoltno first choiceagainst: ShareASale, impact.com
One alternative
RewardfulThree alternatives
Everflow, Salesforce PRM, ZINFI Unified Partner ManagementFour alternatives
CAKE, Everflow, PartnerStack, TapfiliateThree alternatives
Partnero, Post Affiliate Pro, impact.comBold 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 00:54 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:29 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:24 | yes | 14 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 01:19 | yes | 20 | 4 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 00:27 | yes | 0 | 6 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 22:58 | yes | 0 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 22:56 | yes | 0 | 23 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:56 | yes | 0 | 1 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:32 | yes | 0 | 23 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:33 | yes | 0 | 24 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:27 | yes | 0 | 32 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:54 | yes | 0 | 10 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 05:07 | yes | 8 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:21 | yes | 5 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:55 | yes | 19 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 03:08 | yes | 20 | 4 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) | 2026-09-15 04:40 | yes | 0 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:44 | yes | 0 | 10 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 01:25 | yes | 0 | 57 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:27 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:08 | yes | 0 | 40 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:31 | yes | 0 | 28 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:38 | yes | 0 | 44 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:13 | yes | 0 | 35 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:47 | yes | 17 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 05:07 | yes | 5 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:23 | yes | 12 | 30 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 00:02 | yes | 20 | 7 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 01:04 | yes | 0 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:09 | yes | 0 | 12 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:31 | yes | 0 | 46 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:17 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:10 | yes | 0 | 49 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:55 | yes | 0 | 33 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:32 | yes | 0 | 136 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:06 | yes | 0 | 20 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:21 | yes | 14 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:35 | yes | 2 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:02 | yes | 26 | 27 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 00:56 | yes | 20 | 6 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 03:06 | yes | 0 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:17 | yes | 0 | 6 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 02:03 | yes | 0 | 51 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:19 | yes | 0 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:45 | yes | 0 | 48 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:38 | yes | 0 | 35 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:33 | yes | 0 | 61 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:53 | yes | 0 | 42 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:49 | yes | 14 | 10 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:29 | yes | 4 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:43 | no | 0 | 14 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 01:35 | yes | 20 | 12 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 00:00 | yes | 0 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:18 | yes | 0 | 13 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 00:15 | yes | 0 | 27 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:45 | yes | 0 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:19 | yes | 0 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:14 | yes | 0 | 71 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:14 | yes | 0 | 138 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:48 | yes | 0 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:24 | yes | 19 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:19 | no | 0 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:01 | yes | 13 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 01:49 | 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 03:19 | yes | 0 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:17 | yes | 0 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 01:08 | yes | 0 | 77 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:00 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:50 | yes | 0 | 43 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:15 | yes | 0 | 56 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:51 | yes | 0 | 93 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:23 | yes | 0 | 22 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
Impartner read as Impartner PRM
Rakuten read as Rakuten Advertising
Unresolved, counted raw
Affiliatecube
Capital One Shopping
CouponCabin
Leadgate
PayPal Honey
PeerFly
Replika Software
RetailMeNot
Saviliate
Slickdeals
Ultra Partners
Vibrant
Wethrift
Discontinued, still offered
No shut-down product was recommended here.