Print for small business buyers
Asked as “direct mail automation platform”, and as “print and direct mail marketing tool”, on behalf of a small B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
50%
Clear leader
50Postalytics10Click2Mail10Lob31others
50% 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 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.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
All twenty-eight head-to-head pages: the top eight products, each against each
Postalytics vs SendosoPostalytics vs Click2MailPostalytics vs PFLPostalytics vs MailjoyLob vs StannpLob vs PostGrid Print & MailLob vs SendosoLob vs Click2MailLob vs PFLLob vs MailjoyStannp vs PostGrid Print & MailStannp vs SendosoStannp vs Click2MailStannp vs PFLStannp vs MailjoyPostGrid Print & Mail vs SendosoPostGrid Print & Mail vs Click2MailPostGrid Print & Mail vs PFLPostGrid Print & Mail vs MailjoySendoso vs Click2MailSendoso vs PFLSendoso vs MailjoyClick2Mail vs PFLClick2Mail vs MailjoyPFL vs Mailjoy
One product takes 50% of first choices here, so the chart would put eight markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Five products carry a negative rate above 25% in this category.
What they warned about
Seven of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, Perplexity Sonar, Grok 4.20, Llama 4 Maverick 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.
Lob32%
17 of 53 labels negative · 10 of 12 models · 4 hard negative
“avoid or be cautious about... Lob: geared toward developer-first transactional mail and often requires engineering support, so it is a poor fit” Perplexity Sonar, negative prompt
Postalytics13%
8 of 60 labels negative · 8 of 12 models · 1 hard negative
“Avoid entirely: GrowMail, Lob, Postalytics (for small budgets)” Mistral Small, negative prompt
Sendoso45%
14 of 31 labels negative · 7 of 12 models · 6 hard negative
“you should avoid or be highly cautious about the following direct mail automation platforms... Sendoso starts around $15,000 to $25,000+ per year” Gemini 3.5 Flash, negative prompt
Reachdesk79%
11 of 14 labels negative · 7 of 12 models · 5 hard negative
“positioned more for sales, account-based marketing, and larger GTM teams” Perplexity Sonar, 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. 252 links across 85 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 · Postalytics14 answers · 20 citations · 4 models
vendor site · Guideflow13 answers · 15 citations · 3 models
vendor site · PostGrid8 answers · 9 citations · 4 models
vendor site · Lob7 answers · 10 citations · 4 models
7 answers · 8 citations · 3 models
vendor site · CIENCE7 answers · 7 citations · 2 models
6 answers · 10 citations · 3 models
vendor site · DirectMail.io6 answers · 7 citations · 3 models
vendor site · Gartner6 answers · 6 citations · 3 models
6 answers · 6 citations · 2 models
vendor site · TrustRadius6 answers · 6 citations · 3 models
5 answers · 9 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 · 3 models
6 answers · 2 models
5 answers · 2 models
5 answers · 3 models
5 answers · 3 models
4 answers · 2 models
4 answers · 2 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 direct mail automation platform”, “direct mail automation 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 |
|---|---|---|---|---|---|---|---|---|
| Postalytics postalytics.com | 50% | 160 | 1,000 | 3 | 90,338 | 28 | 2 | |
| Click2Mail click2mail.com | 10% | 106 | 1,900 | 24 | 25,581 | $4 | 16 | |
| Lob lob.com | 10% | 302 | 27,100 | 6,319 | 55,936 | 10 | 9 | |
| Stannp stannp.com | 8% | 8 | 720 | 9 | ||||
| Mailjoy mailjoy.com | 4% | 6 | 70 | 0 | ||||
| REmail remaildirect.com | 4% | 2 | ||||||
| PostGrid postgrid.com PostGrid Print & Mail 2% | 2% | 199 | 1,600 | 11 | 196,042 | $765 | 120 | 3 |
| PostPilot postpilot.com | 2% | 42 | 1,900 | 10 | 2,926 | $430 | 31 | 4 |
| GundirXpress gundir.com | 2% | 1 | ||||||
| PostKnock postknock.com | 2% | 3 |
Google's top ten for the two searches hold 13 sites; 7 of them are among the sites the models cited here (directmail.io, g2.com, gartner.com, lob.com, postalytics.com, postgrid.com, thecmo.com). The first result for “best direct mail automation platform” is thecmo.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 direct mail automation platform for a small B2B company?”Paraphrase“Which print and direct mail marketing tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top direct mail automation platforms for a small team and how do they differ?”Budget-constrained“What is the best direct mail automation platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a direct mail automation platform. What should we look at?”Negative“Which direct mail automation platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5PostalyticsIWCO Direct, LobChangedPostalyticsMailjoyno first choiceagainst: Postie, Reachdesk
Three alternatives
Oppizi, PCM Integrations, SendosoFour alternatives
Click2Mail, Lob, Mailjoy, PostieTwo alternatives
Click2Mail, Thanks.ioGPT-5.4 miniPostalyticsPostalyticsHeldLob, PostalyticsPostalyticsno first choiceagainst: Lob, Postal, Postalytics, Sendoso
Two alternatives
Lob, SendosoTwo alternatives
Click2Mail, LobTwo alternatives
PostGrid Print & Mail, SendosoOne alternative
DocuPostGemini 3.5 FlashPostalyticsagainst: Lob, Reachdesk, SendosoPostalyticsHeldagainst: SendosoPostPilotagainst: LobPostPilotagainst: Lob, Poplarno first choiceagainst: Lobagainst: Inkit, Lob, PFL, Postie, Reachdesk, Sendoso
Four alternatives
Givingli Pro, Goody, Mailjoy, Thanks.ioThree alternatives
Handwrytten, Lob, Thanks.ioThree alternatives
Mailjoy, Postalytics, Thanks.ioFour alternatives
PostKnock, Postal Agent, Postalytics, REmailOne alternative
PostalyticsPerplexity SonarPostalyticsSendosoChangedClick2Mail, PostalyticsPostalyticsno first choiceagainst: Boingnet, Lob, OpenText Exstream, PostGrid Print & Mail, Postalytics, Quadient Inspire, Reachdesk, Sendoso
Two alternatives
Lob, PostGrid Print & MailTwo alternatives
PostcardMania, VistaPrintFive alternatives
Lob, PostGrid Print & Mail, Postie, Sendoso, StannpThree alternatives
GundirXpress, Modern Postcard, PostcardManiaGrok 4.20Lob, PostGrid Print & Mailagainst: PostcardMania, SendosoLobChangedagainst: PostcardManiaClick2Mail, Mailjoyagainst: Lob, Reachdesk, SendosoClick2Mail, Stannpagainst: Lob, PostalyticsLob, Postalyticsagainst: Reachdesk, Sendosoagainst: Click2Mail, Inkit, PFL, PostGrid Print & Mail, The Direct Mail / Direct Mail Manager
One alternative
PostalyticsTwo alternatives
Postalytics, VistaPrintTwo alternatives
Postalytics, StannpOne alternative
MailjoyTwo alternatives
Click2Mail, PostGrid Print & MailMistral SmallPostalyticsPostalyticsHeldPostalyticsPostalyticsno first choiceagainst: Click2Mail, GrowMail, Lob, PFL Direct Mail Platform, PostGrid Print & Mail, Postalytics, PostcardMania
Four alternatives
Lob, Mailjoy, Sendoso, StannpThree alternatives
Mailjoy, PostGrid Print & Mail, StannpFour alternatives
Click2Mail, Lob, Mailjoy, StannpTwo alternatives
Mailjoy, StannpSix alternatives
Click2Mail, Inkit, Mailjoy, PostGrid Print & Mail, Postalytics, PrintfectionDeepSeek V4 FlashPostalyticsagainst: Lob, PFL, PostGrid Print & MailPostalyticsHeldagainst: Lob, PostGrid Print & Mail, Reachdesk, SendosoPostalyticsClick2Mail, PostKnockPostalyticsagainst: Postal, Printfection, Sendosoagainst: Click2Mail, Inkit, PFL, PostGrid Print & Mail, Postalytics
Three alternatives
Click2Mail, Mailjoy, StannpTwo alternatives
Click2Mail, MailjoyFour alternatives
Click2Mail, Lob, Mailjoy, StannpOne alternative
PostalyticsFour alternatives
Lob, Mailjoy, PostGrid Print & Mail, StannpLlama 4 Maverickno first choiceAmazingMailChangedPostalyticsGundirXpressno first choiceagainst: Modern Postcard, PostcardMania
Three alternatives
Boingnet, Lob, SincerelyTen alternatives
Click2Mail, Lob, Mailjoy, PostGrid Print & Mail, Postal, Postie, Printfection, Reachdesk, Sendoso, StannpThree alternatives
Modern Postcard, Postalytics, PostcardManiaQwen 3.7 FlashPostalyticsPostalyticsHeldagainst: LobPostalyticsClick2Mail, Postalytics, Postieno first choiceagainst: Direct Mail for Mac, Lob, PostGrid Print & Mail, Postalytics
Six alternatives
Click2Mail, Lob, Mailjoy, PostGrid Print & Mail, Postie, StannpOne alternative
SendosoThree alternatives
Click2Mail, Lob, MailjoyTwo alternatives
Mailjoy, StannpKimi K2Postalyticsagainst: PFL, PostPilot, Postal, Reachdesk, SendosoPostalyticsHeldMailjoy, Stannpagainst: Reachdesk, SendosoClick2Mail, StannpPostalytics, Stannpagainst: Click2Mail, Lob, PFL, PebblePost, Postal, Postalytics, PostcardMania, Postie, Printfection, Reachdesk, Scribeless, Sendoso
Three alternatives
Lob, Mailjoy, StannpFour alternatives
Click2Mail, PostGrid Print & Mail, Sendoso, USPS EDDMThree alternatives
Click2Mail, Lob, PostalyticsThree alternatives
Lob, Mailjoy, PostalyticsOne alternative
LobGLM 4.7 FlashXPostalyticsPostalyticsHeldPostalyticsREmailagainst: PostcardManiaMailjoy, Postalyticsagainst: Enthusem Direct Mail Automation, Lob, Mailchimp, Stadium/Snackmagic/Swagmagic, The Direct Mail Manager
Three alternatives
Mailjoy, Sendoso, StannpFour alternatives
Click2Mail, Lob, Mailjoy, PostalFive alternatives
Click2Mail, Lob, Mailjoy, PostGrid Print & Mail, StannpTwo alternatives
Click2Mail, StannpThree alternatives
Lob, PostGrid Print & Mail, SendosoMiniMax M2.5Lob, PostalyticsPostalyticsChangedPostalyticsClick2Mail, REmail, Stannpagainst: Postalyticsno first choiceagainst: Lob, PFL, PostGrid Print & Mail, Postie, Reachdesk, Sendoso, Stadium, Tremendous
Two alternatives
Boingnet, PFLFour alternatives
Lob, Mailjoy, PostGrid Print & Mail, StannpFour alternatives
Lob, Mailchimp, Stannp, Thanks.ioOne alternative
MailjoyBold 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 04:22 | yes | 5 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:14 | yes | 5 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:33 | yes | 15 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 02:10 | yes | 19 | 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 04:35 | yes | 0 | 12 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:05 | yes | 0 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 04:56 | yes | 0 | 13 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:41 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:12 | yes | 0 | 24 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:23 | yes | 0 | 28 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 22:52 | yes | 0 | 14 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:47 | yes | 0 | 10 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:06 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:07 | yes | 4 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:37 | yes | 12 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 03:04 | 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 02:16 | yes | 0 | 13 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:10 | yes | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:27 | yes | 0 | 29 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:49 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 22:54 | yes | 0 | 54 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:07 | yes | 0 | 36 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:05 | yes | 0 | 122 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 22:53 | yes | 0 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:54 | yes | 6 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:12 | yes | 7 | 12 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:50 | yes | 14 | 23 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 01:44 | yes | 16 | 10 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 04:45 | yes | 0 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:07 | yes | 0 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 04:34 | yes | 0 | 41 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:26 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 05:06 | yes | 0 | 39 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:35 | yes | 0 | 43 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:30 | yes | 0 | 91 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:59 | yes | 0 | 19 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:01 | yes | 6 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:32 | yes | 3 | 7 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:34 | yes | 15 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 04:34 | yes | 20 | 18 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 00:06 | yes | 0 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:06 | yes | 0 | 9 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:40 | yes | 0 | 29 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:30 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:58 | yes | 0 | 30 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:18 | yes | 0 | 28 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:31 | yes | 0 | 85 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 22:54 | yes | 0 | 18 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:58 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:21 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:45 | yes | 6 | 23 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 02:47 | yes | 17 | 7 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 04:26 | yes | 0 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:57 | yes | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 00:48 | yes | 0 | 20 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 05:05 | yes | 0 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 22:52 | no | 0 | 31 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:08 | yes | 0 | 28 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:34 | yes | 0 | 19 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:55 | yes | 0 | 17 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:32 | yes | 14 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:23 | yes | 4 | 4 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:26 | yes | 24 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 02:55 | yes | 20 | 5 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 01:53 | yes | 0 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:16 | yes | 0 | 15 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:07 | yes | 0 | 23 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:47 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:55 | yes | 0 | 61 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:53 | yes | 0 | 56 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 05:04 | yes | 0 | 25 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:37 | yes | 0 | 34 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
PostGrid read as PostGrid Print & Mail
Unresolved, counted raw
DigiMailer
DocuPost
Givingli Pro
IWCO Direct
OpenText Exstream
Postal Agent
PowerDIALER
The Direct Mail / Direct Mail Manager
The Direct Mail Manager
The Mailer
Discontinued, still offered
No shut-down product was recommended here.