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. 49 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
53%
Clear leader
53Postalytics12Lob08Click2Mail27others
53% of first choices, clear leader.
Since September 2026▼−4Since September 2026: 50% → 46%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Postalytics held the lead, −4 points on 50%, inside the 11-point floor.
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.
Small business
Postalytics53%Clear leader▼−4Since September 2026: 50% → 46%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageMid-marketPostalytics44%Clear leader▼−13Since September 2026: 54% → 41%, −13 points. Past the 11-point floor: movement. Read over the models both editions asked.Standing →Enterprise
Lob43%Clear leader▲+9Since September 2026: 37% → 47%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →
Postalytics53%Clear leader▼−4Since September 2026: 50% → 46%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageMid-marketPostalytics44%Clear leader▼−13Since September 2026: 54% → 41%, −13 points. Past the 11-point floor: movement. Read over the models both editions asked.Standing →EnterpriseLob43%Clear leader▲+9Since September 2026: 37% → 47%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Postalytics53%5%55endorsed leader▼−4Since September 2026: 50% → 46%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.50% → 46%
Postalytics53%5%55endorsed leader▼−4Since September 2026: 50% → 46%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.50% → 46%02Lob12%20%49accepted challenger▲+5Since September 2026: 10% → 15%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 15%
Lob12%20%49accepted challenger▲+5Since September 2026: 10% → 15%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 15%03
Click2Mail8%5%22accepted challenger▼−2Since September 2026: 10% → 7%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 7%
Click2Mail8%5%22accepted challenger▼−2Since September 2026: 10% → 7%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 7%04
Postie8%11%19accepted challenger▲+8Since September 2026: 2% → 10%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 10%
Postie8%11%19accepted challenger▲+8Since September 2026: 2% → 10%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 10%05
PostGrid2%26%43criticized challenger▲+1Since September 2026: 2% → 2%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%
PostGrid2%26%43criticized challenger▲+1Since September 2026: 2% → 2%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%06
Sendoso2%58%38criticized challenger▲+1Since September 2026: 2% → 2%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%
Sendoso2%58%38criticized challenger▲+1Since September 2026: 2% → 2%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%Show the three products at 0%, ordered by negative rate
09
Reachdesk0%50%12criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Reachdesk0%50%12criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%08
PostcardMania0%30%10criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
PostcardMania0%30%10criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%07
Thanks.io0%0%10accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Thanks.io0%0%10accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
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.
All twenty-eight head-to-head pages: the top eight products, each against each
Postalytics vs PostiePostalytics vs Thanks.ioPostalytics vs PostGridPostalytics vs ReachdeskLob vs SendosoLob vs Click2MailLob vs PostieLob vs Thanks.ioLob vs PostGridLob vs ReachdeskSendoso vs Click2MailSendoso vs PostieSendoso vs Thanks.ioSendoso vs PostGridSendoso vs ReachdeskClick2Mail vs PostieClick2Mail vs Thanks.ioClick2Mail vs PostGridClick2Mail vs ReachdeskPostie vs Thanks.ioPostie vs PostGridPostie vs ReachdeskThanks.io vs PostGridThanks.io vs ReachdeskPostGrid vs Reachdesk
One product takes 53% 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. Four products carry a negative rate above 25% in this category.
What they warned about
Six 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, 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.
Sendoso58%
22 of 38 labels negative · 13 of 14 models · 4 hard negative
“Small businesses should avoid or approach the following types of direct mail automation platforms with caution: ... Enterprise Gifting & Sending Platforms (e.g., Sendoso, Reachdesk)” Gemini 3.5 Flash, negative prompt
PostGrid26%
11 of 43 labels negative · 11 of 14 models · 1 hard negative
“the quality and support complaints make it risky for small teams without technical resources to troubleshoot” Muse Glimmer 30B, negative prompt
Lob20%
10 of 49 labels negative · 7 of 14 models · 2 hard negative
“**Avoid entirely if you have a tight budget:** Lob, Sendoso” Kimi K2, negative prompt
Reachdesk50%
6 of 12 labels negative · 3 of 14 models · 2 hard negative
“often recommended for corporate gifting rather than direct mail automation, making it a less ideal choice for small businesses” Mistral Small, 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
77 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. 1101 links across 156 sites, every framing counted. Ranked by the number of answers carrying the site or page. 18 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Guideflow61 answers · 62 citations · 12 models
vendor site · Postalytics39 answers · 76 citations · 11 models
38 answers · 79 citations · 13 models
37 answers · 46 citations · 12 models
vendor site · CIENCE36 answers · 36 citations · 11 models
vendor site · Lob32 answers · 51 citations · 13 models
vendor site · Mailmodo31 answers · 37 citations · 10 models
30 answers · 31 citations · 11 models
vendor site · Capterra25 answers · 33 citations · 11 models
25 answers · 27 citations · 9 models
vendor site · Oppizi24 answers · 25 citations · 12 models
vendor site · SourceForge23 answers · 32 citations · 10 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.
61 answers · 12 models
36 answers · 11 models
30 answers · 11 models
26 answers · 11 models
23 answers · 12 models
22 answers · 8 models
19 answers · 9 models
19 answers · 10 models
15 answers · 8 models
14 answers · 8 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 | 53% | 190 | 1,000 | 3 | 90,338 | 28 | 2 | |
| Lob lob.com | 12% | 289 | 27,100 | 6,319 | 55,936 | 10 | 9 | |
| Click2Mail click2mail.com | 8% | 64 | 1,900 | 24 | 25,581 | $4 | 16 | |
| Postie postie.com | 8% | 49 | 1,000 | 503 | 451 | 23 | ||
| Sincerely trysincerely.com | 6% | 7 | ||||||
| PostGrid postgrid.com | 2% | 168 | 1,600 | 11 | 196,042 | $765 | 120 | 3 |
| Mailjoy mailjoy.com | 2% | 13 | 70 | 0 | ||||
| VistaPrint vistaprint.com | 2% | 14 | ||||||
| PsPrint | 2% | |||||||
| BirdseyePost birdseyepost.com | 2% | 3 |
Google's top ten for the two searches hold 13 sites; 4 of them are among the sites the models cited here (g2.com, lob.com, postalytics.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 4.5MailjoyLob, VistaPrintChangedPostalyticsClick2Mail, Postieno first choiceagainst: Lob, PostGrid, Sendoso
Four alternatives
PFL, PostGrid, Sendoso, StannpOne alternative
PostGridThree alternatives
Click2Mail, Lob, PostieThree alternatives
Mailjoy, PostGrid, StannpGPT-5.4 miniPostalyticsLobChangedLob, PostGridagainst: PFL Direct Mail PlatformLobagainst: PostGrid, Sendosono first choiceagainst: Lob, PFL Direct Mail Platform, Sendoso, Stadium/Snackmagic/Swagmagic
Two alternatives
Click2Mail, LobTwo alternatives
PFL Direct Mail Platform, PostalyticsFive alternatives
Click2Mail, DocuPost, Postalytics, PostcardMania, SendosoGemini 3.5 FlashPostalyticsagainst: Reachdesk, SendosoPostalyticsHeldagainst: SendosoThanks.ioPostalyticsPostalyticsagainst: Lob, Postal, Sendosoagainst: Lob, PebblePost, PostGrid, Postie, Reachdesk, Sendoso
Three alternatives
Handwrytten, Lob, PostalFive alternatives
Goody, Handwrytten, Lob, Postal, Thanks.ioFour alternatives
Lob, Oppizi, PostPilot, PostalyticsThree alternatives
Mailjoy, PostPilot, Thanks.ioTwo alternatives
IgnitePOST, PostPilotPerplexity SonarPostGridagainst: Reachdesk, SendosoPsPrintChangedagainst: ReachdeskPostGridagainst: InkitPostalyticsno first choiceagainst: Reachdesk, Sendoso
One alternative
SentOne alternative
Click2MailTwo alternatives
RevSend, SendosoGrok 4.1 FastLobagainst: SendosoPostalyticsChangedClick2Mail, Postalyticsagainst: PostcardManiaLobLob, Postalyticsagainst: Click2Mail, Enthusem Direct Mail Automation, Lob, Mail Shark, PFL Direct Mail Platform, PostcardMania, Sendoso, Taradel
Three alternatives
Click2Mail, PostGrid, PostalFour alternatives
PostGrid, PsPrint, Sendoso, VistaPrintThree alternatives
Lob, PostGrid, PostieFour alternatives
Click2Mail, Inkit, Postalytics, PostcardManiaOne alternative
SendosoMistral SmallBirdseyePost, PostieSincerelyChangedSendosoPostieno first choiceagainst: PostGrid, Postal, Postalytics, Reachdesk, Sendoso
Two alternatives
PostcardMania, PostieFour alternatives
Boingnet, Postal, Postie, ReachdeskTwo alternatives
Lob, PostGridDeepSeek V4 FlashPostalyticsagainst: PFLPostalyticsHeldPostalyticsagainst: SendosoClick2Mail, Postalyticsno first choiceagainst: Lob, PostGrid, Sendoso, SimplyCast
Two alternatives
Lob, SendosoFour alternatives
Lob, PFL, PostGrid, SincerelyThree alternatives
Click2Mail, Lob, PostGridOne alternative
DirectMail2.0Llama 4 Maverickno first choiceSincerelyChangedno first choiceno first choiceno first choiceagainst: PostGrid
Three alternatives
Gunderson Direct, PostcardMania, PostieQwen 3.7 FlashPostieSendosoChangedPostalyticsagainst: 16 Personalized, PFL Direct Mail, SendosoPostalyticsagainst: SmartMailno first choicenothing named
Three alternatives
Letter Friends, Oppizi, PostalyticsThree alternatives
Minted, PrintPlace, PurlifeTwo alternatives
Click2Mail, Thanks.ioTwo alternatives
Directly.com, PostGridFive alternatives
MailerLite, Peachjar, PostcardMan, Switchback, Vistaprint for BusinessKimi K2Postalyticsagainst: SendosoPostalyticsHeldPostalyticsagainst: SendosoClick2Mailagainst: Lob, Switchno first choiceagainst: Direct Mail, Lob, PostGrid, Postalytics, PostcardMania, Sendoso
One alternative
LobThree alternatives
Lob, PostGrid, SendosoThree alternatives
Lob, PostGrid, ReachdeskTwo alternatives
Mailjoy, PostalyticsGLM 4.7 FlashXPostalyticsPostalyticsHeldPostalyticsPostalyticsno first choiceagainst: Enthusem Direct Mail Automation, GrowMail, PostGrid, Sendoso
Two alternatives
PostGrid, Thanks.ioFour alternatives
Handwrytten, Lob, Reachdesk, SendosoFive alternatives
Click2Mail, Lob, Oppizi, PostGrid, SendosoTwo alternatives
Click2Mail, Direct Mail SoftwareMiniMax M2.5Postalyticsagainst: PFL Direct Mail PlatformSincerelyChangedPostalyticsPostalyticsno first choiceagainst: PostGrid, Sendoso
Two alternatives
DirectMail.io, PostGridThree alternatives
Lob, PostGrid, PostieThree alternatives
Lob, PostGrid, StannpTwo alternatives
PostGrid, PostieGPT-6 LunaPostalyticsPostalyticsHeldPostalytics, Thanks.ioPostalyticsagainst: Lobno first choiceagainst: Lob, PostGrid, Postalytics, Sendoso
Two alternatives
Lob, Thanks.ioOne alternative
Click2MailThree alternatives
Lob, PostGrid, PostPilotOne alternative
Click2Mail ConnectMuse Glimmer 30BPostalyticsPostalyticsHeldPostalyticsClick2Mail, PostalyticsPostalyticsagainst: PostGrid, Postie, Sendoso
Three alternatives
Lob, Postie, StannpOne alternative
PostcardManiaTwo alternatives
Lob, PostableThree alternatives
Inkit, Oppizi, PostGridOne alternative
LobBold 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 | 2026-10-01 08:43 | yes | 9 | 6 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:47 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:33 | yes | 26 | 33 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 12:22 | yes | 14 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:07 | yes | 20 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:48 | yes | 7 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:11 | yes | 19 | 24 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:01 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:58 | yes | 17 | 51 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 14:08 | yes | 18 | 40 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:24 | yes | 24 | 46 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:15 | yes | 14 | 24 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:16 | yes | 3 | 12 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:42 | yes | 20 | 26 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:16 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:14 | yes | 5 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:38 | yes | 18 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 12:58 | yes | 20 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:49 | yes | 23 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:06 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:02 | yes | 22 | 30 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:32 | yes | 5 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:02 | no | 0 | 35 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:32 | yes | 20 | 25 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:22 | yes | 14 | 52 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:23 | yes | 15 | 26 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:32 | yes | 2 | 16 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:09 | yes | 20 | 30 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:51 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:25 | yes | 5 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:42 | yes | 27 | 29 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 09:54 | yes | 17 | 7 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:34 | yes | 25 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:53 | yes | 10 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:31 | yes | 22 | 69 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:04 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:14 | yes | 24 | 35 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:50 | yes | 19 | 28 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:26 | yes | 16 | 20 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:06 | yes | 19 | 32 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:43 | yes | 7 | 31 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:33 | yes | 21 | 33 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:52 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:39 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:59 | yes | 24 | 30 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 09:24 | yes | 16 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:36 | yes | 24 | 5 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:32 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:06 | yes | 20 | 23 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:50 | yes | 5 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:54 | no | 0 | 26 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:36 | yes | 19 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:22 | yes | 23 | 27 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:05 | yes | 19 | 26 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:32 | yes | 3 | 13 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:59 | yes | 14 | 18 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:51 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:44 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:36 | yes | 15 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 08:49 | yes | 14 | 3 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:07 | yes | 14 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:18 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:07 | yes | 21 | 37 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:38 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:08 | no | 0 | 36 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:52 | yes | 15 | 21 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:48 | yes | 14 | 43 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:17 | yes | 14 | 15 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:08 | yes | 2 | 14 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:10 | yes | 13 | 24 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:34 | yes | 17 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 14:16 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 14:09 | yes | 13 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 11:54 | yes | 18 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:58 | yes | 24 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:30 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:38 | yes | 19 | 31 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:44 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:38 | yes | 10 | 25 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:24 | yes | 18 | 31 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:39 | yes | 19 | 64 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:11 | yes | 17 | 27 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:34 | yes | 4 | 27 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:27 | yes | 22 | 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.
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None. Every name in this category resolved on its own.
Unresolved, counted raw
16 Personalized
48HourPrint
Click2Mail Connect
Direct Mail Software
Directly.com
DocuPost
IgnitePOST
Kunvey
Letter Friends
Liftopia
PFL Direct Mail
Peachjar
PostcardMan
PrintNinja
PrintPlace
Purlife
Selzy
SendJim
Sent
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Vistaprint for Business
Discontinued, still offered
No shut-down product was recommended here.