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. 47 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
43%
Clear leader
43Postalytics28PostGrid Print & Mail11Click2Mail19others
43% of first choices, clear leader.
Since October 2026▼−10Since October 2026: 53% → 43%, −10 points. Inside the 11-point floor: within noise.Postalytics held the lead, −10 points on 53%, 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
Postalytics43%Clear leader▼−10Since October 2026: 53% → 43%, −10 points. Inside the 11-point floor: within noise.This pageMid-marketPostalytics40%Contested▼−4Since October 2026: 44% → 40%, −4 points. Inside the 11-point floor: within noise.Standing →Enterprise
Lob46%Clear leader▲+3Since October 2026: 43% → 46%, +3 points. Inside the 11-point floor: within noise.Standing →
Postalytics43%Clear leader▼−10Since October 2026: 53% → 43%, −10 points. Inside the 11-point floor: within noise.This pageMid-marketPostalytics40%Contested▼−4Since October 2026: 44% → 40%, −4 points. Inside the 11-point floor: within noise.Standing →EnterpriseLob46%Clear leader▲+3Since October 2026: 43% → 46%, +3 points. Inside the 11-point floor: within noise.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 October 2026
01Postalytics43%6%47endorsed leader▼−10Since October 2026: 53% → 43%, −10 points. Inside the 11-point floor: within noise.53% → 43%
Postalytics43%6%47endorsed leader▼−10Since October 2026: 53% → 43%, −10 points. Inside the 11-point floor: within noise.53% → 43%02
PostGrid Print & Mail28%16%57accepted challenger▲+26Since October 2026: 2% → 28%, +26 points. Past the 11-point floor: movement.2% → 28%
PostGrid Print & Mail28%16%57accepted challenger▲+26Since October 2026: 2% → 28%, +26 points. Past the 11-point floor: movement.2% → 28%03
Click2Mail11%15%39accepted challenger▲+3Since October 2026: 8% → 11%, +3 points. Inside the 11-point floor: within noise.8% → 11%
Click2Mail11%15%39accepted challenger▲+3Since October 2026: 8% → 11%, +3 points. Inside the 11-point floor: within noise.8% → 11%04Lob4%26%57criticized challenger▼−8Since October 2026: 12% → 4%, −8 points. Inside the 11-point floor: within noise.12% → 4%
Lob4%26%57criticized challenger▼−8Since October 2026: 12% → 4%, −8 points. Inside the 11-point floor: within noise.12% → 4%05
PostPilot2%11%19accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
PostPilot2%11%19accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%Show the one product at 0%, ordered by negative rate
06
Sendoso0%43%23criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Sendoso0%43%23criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. 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.
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 LobPostalytics vs ReachdeskPostalytics vs PFLPostalytics vs Thanks.ioPostGrid Print & Mail vs Click2MailPostGrid Print & Mail vs SendosoPostGrid Print & Mail vs LobPostGrid Print & Mail vs ReachdeskPostGrid Print & Mail vs PFLPostGrid Print & Mail vs Thanks.ioClick2Mail vs SendosoClick2Mail vs LobClick2Mail vs ReachdeskClick2Mail vs PFLClick2Mail vs Thanks.ioSendoso vs LobSendoso vs ReachdeskSendoso vs PFLSendoso vs Thanks.ioLob vs ReachdeskLob vs PFLLob vs Thanks.ioReachdesk vs PFLReachdesk vs Thanks.ioPFL vs Thanks.io
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 →
010203040506Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Postalytics43%
Postalytics43%02PostGrid Print & Mail28%
PostGrid Print & Mail28%03Click2Mail11%
Click2Mail11%04Lob4%
Lob4%05PostPilot2%
PostPilot2%06Sendoso0%
Sendoso0%What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, 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.
Lob26%
15 of 57 labels negative · 11 of 14 models · 5 hard negative
“Avoid services like Lob or Stannp unless sending thousands of pieces a month, as monthly subscription fees will disproportionately inflate per-piece costs.” Gemini 3.5 Flash, budget prompt
PostGrid Print & Mail16%
9 of 57 labels negative · 8 of 14 models · 3 hard negative
“Criticized for faulty tracking, with users reporting missing or inaccessible tracking information.” Mistral Small, negative prompt
Sendoso43%
10 of 23 labels negative · 8 of 14 models · 2 hard negative
“Enterprise platforms like Lob or Sendoso charge $250–$500+ in fixed monthly fees ... making them too expensive for small businesses” Gemini 3.5 Flash, budget prompt
Click2Mail15%
6 of 39 labels negative · 6 of 14 models · 5 hard negative
“user reviews frequently cite poor reliability regarding the actual mailing process... inconsistent delivery is a major risk.” Qwen 3.7 Flash, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
71 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. 861 links across 130 sites, every framing counted. Ranked by the number of answers carrying the site or page. 39 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 · Capterra46 answers · 111 citations · 12 models
vendor site · Software Advice40 answers · 56 citations · 10 models
26 answers · 57 citations · 14 models
vendor site · Lob25 answers · 49 citations · 12 models
vendor site · PostGrid24 answers · 40 citations · 10 models
vendor site · GetApp24 answers · 30 citations · 9 models
vendor site · Software Advice23 answers · 23 citations · 9 models
vendor site · Postalytics22 answers · 33 citations · 11 models
vendor site · SourceForge20 answers · 25 citations · 9 models
vendor site · DirectMail.io18 answers · 25 citations · 10 models
vendor site · Capterra14 answers · 18 citations · 7 models
14 answers · 14 citations · 9 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 · 11 models
34 answers · 11 models
28 answers · 9 models
23 answers · 9 models
19 answers · 9 models
15 answers · 7 models
14 answers · 9 models
14 answers · 9 models
14 answers · 9 models
12 answers · 7 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 | 43% | 160 | 1,000 | 3 | 90,338 | 28 | 2 | |
| PostGrid postgrid.com PostGrid Print & Mail 28% | 28% | 199 | 1,600 | 11 | 196,042 | $765 | 120 | 3 |
| Click2Mail click2mail.com | 11% | 106 | 1,900 | 24 | 25,581 | $4 | 16 | |
| Lob lob.com | 4% | 302 | 27,100 | 6,319 | 55,936 | 10 | 9 | |
| PostcardMania postcardmania.com | 4% | 20 | 5,400 | 57 | 18,942 | $170 | 120 | |
| PostPilot postpilot.com | 2% | 42 | 1,900 | 10 | 2,926 | $430 | 31 | 4 |
| Mailjoy mailjoy.com | 2% | 6 | 70 | 0 | ||||
| Moo | 2% | |||||||
| PostKnock postknock.com | 2% | 3 | ||||||
| Postcards.app | 2% |
Google's top ten for the two searches hold 13 sites; 5 of them are among the sites the models cited here (directmail.io, g2.com, lob.com, postalytics.com, postgrid.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 4.5Postalyticsno first choiceChangedPostalyticsMailjoy, Postalyticsno first choiceagainst: Lob, PostGrid Print & Mail, Sendoso
Three alternatives
Lob, Postie, SendosoFour alternatives
Click2Mail, Lob, Mailjoy, PostGrid Print & MailTwo alternatives
Stannp, Thanks.ioGPT-5.4 miniPostalyticsMoo, PostalyticsChangedLobagainst: PFLLobno first choicenothing named
Six alternatives
DirectMail.io, Handwrytten, IgnitePOST, Lob, PostGrid Print & Mail, SendosoFive alternatives
Cardly, Handwrytten, PostGrid Print & Mail, Postal, SendosoTwo alternatives
Handwrytten, PostGrid Print & MailGemini 3.5 FlashPostalyticsagainst: SendosoLobChangedPostPilot, PostalyticsPostPilotagainst: Lob, Sendoso, Stannpno first choiceagainst: Alyce, Lob, Postal, Sendoso
Three alternatives
Inkit, Lob, PostalTwo alternatives
Postal, PostcardManiaFour alternatives
Handwrytten, Lob, PostGrid Print & Mail, PostalTwo alternatives
Poplar, PostalyticsSeven alternatives
Inkit, Lob, Poplar, PostPilot, Postal, Reachdesk, SendosoPerplexity SonarPostalyticsPostcardManiaChangedagainst: USPS EDDMPostalyticsClick2Mailagainst: Lob, PostGrid Print & Mailno first choiceagainst: Click2Mail, Lob, Mail Shark, Poplar, PostGrid Print & Mail, PostPilot, Reachdesk, Sendoso
Four alternatives
Click2Mail, Lob, Reachdesk, SendosoOne alternative
PostalyticsFour alternatives
Click2Mail, Lob, PostGrid Print & Mail, Thanks.ioOne alternative
PostalyticsGrok 4.20PostGrid Print & Mailagainst: ContactPigeonPostGrid Print & MailHeldagainst: Lob, PostalyticsPostGrid Print & Mail, Postalyticsagainst: SendosoClick2Mailagainst: Lob, PostPilotPostGrid Print & Mailagainst: Click2Mail, Enthusem, Lob, PostGrid Print & Mail, SendJim
Three alternatives
Lob, PFL, PostalyticsOne alternative
Click2MailTwo alternatives
Click2Mail, LobOne alternative
PostGrid Print & MailThree alternatives
Handwrite.io, Lob, PostPilotMistral SmallPostGrid Print & Mail, PostalyticsPostcardManiaChangedPostGrid Print & Mail, SelzyPostalyticsno first choiceagainst: Lob, PostGrid Print & Mail, Sendoso
Two alternatives
Lob, SendosoTwo alternatives
Click2Mail, VistaPrintTwo alternatives
Handwrite.io, PostPilotTwo alternatives
Lob, PostGrid Print & MailDeepSeek V4 FlashPostalyticsPostGrid Print & MailChangedPostGrid Print & Mail, PostPilotPostKnockPostGrid Print & Mailagainst: Click2Mail, Lob, PostGrid Print & Mail, Wise Pelican
Two alternatives
Lob, PostGrid Print & MailFour alternatives
Click2Mail, Postalytics, PostcardMania, VistaPrintThree alternatives
Click2Mail, Lob, PostalyticsTwo alternatives
Click2Mail, PostGrid Print & MailFour alternatives
Click2Mail, Lob, Selzy, SendJimLlama 4 MaverickPostalyticsno first choiceChangedPostGrid Print & MailPostGrid Print & Mailno first choiceagainst: PostGrid Print & Mail, Reachdesk, Sendoso
Three alternatives
Click2Mail, Handwrite.io, SelzyThree alternatives
Click2Mail, Handwrytten, SelzyQwen 3.7 FlashPostalyticsPostcards.appChangedPostGrid Print & MailClick2Mailno first choiceagainst: Click2Mail, Lob, PostGrid Print & Mail, Print Label & Mail, Snackmagic, Stadium, Swagmagic
Two alternatives
Click2Mail, PostGrid Print & MailTwo alternatives
Mailpath, SmartDirectMailThree alternatives
Click2Mail, ContactPigeon, Handwrite.ioOne alternative
PostGrid Print & MailKimi K2PostalyticsPostalyticsHeldagainst: LobLob, Postalyticsagainst: Postal, SendosoClick2Mailno first choiceagainst: Click2Mail, GrowMail, PostcardMania, Stannp.com, Wise Pelican
Two alternatives
Lob, PostGrid Print & MailFour alternatives
Click2Mail, Handwrite.io, PostGrid Print & Mail, Thanks.ioThree alternatives
Click2Mail, Handwrytten, PostGrid Print & MailTwo alternatives
PostGrid Print & Mail, PostalyticsGLM 4.7 FlashXPostalyticsPostGrid Print & MailChangedPostGrid Print & MailPostGrid Print & Mailagainst: Postalyticsno first choiceagainst: Lob, Stadium/Snackmagic/Swagmagic
Two alternatives
Click2Mail, LobOne alternative
PostalyticsFour alternatives
Click2Mail, Handwrite.io, Lob, PostPilotOne alternative
Click2MailMiniMax M2.5PostGrid Print & Mailagainst: SendosoPostalyticsChangedClick2MailClick2Mailno first choicenothing named
Two alternatives
Click2Mail, PostalyticsThree alternatives
Lob, PostGrid Print & Mail, VistaPrintThree alternatives
Handwrite.io, Lob, PostGrid Print & MailThree alternatives
PCM Integrations, Postalytics, SendJimGPT-6 LunaPostalyticsPostalyticsHeldPostalyticsPostalyticsno first choiceagainst: Lob, PFL, Postalytics
One alternative
LobOne alternative
LobFour alternatives
Lob, PostGrid Print & Mail, PostPilot, Thanks.ioOne alternative
LobMuse Glimmer 30BPostGrid Print & Mail, PostalyticsPostalyticsChangedPostalyticsPostGrid Print & MailPostGrid Print & Mailagainst: Click2Mail, Lob, PostGrid Print & Mail, PostcardMania
Two alternatives
Lob, SendosoOne alternative
PostGrid Print & MailFour alternatives
Lob, PostGrid Print & Mail, PostPilot, SendosoTwo alternatives
Click2Mail, PostalyticsBold 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.
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 | 2026-11-01 10:36 | yes | 10 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:37 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 08:57 | no | 0 | 16 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 13:29 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:01 | yes | 13 | 14 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:06 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:47 | yes | 18 | 20 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:25 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:35 | yes | 5 | 27 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:55 | yes | 15 | 44 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:03 | yes | 23 | 31 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:33 | yes | 23 | 60 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:29 | yes | 3 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:05 | yes | 11 | 23 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:15 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:52 | no | 0 | 2 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:15 | no | 0 | 15 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 10:03 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:14 | yes | 10 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:45 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:34 | yes | 23 | 29 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:31 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:00 | no | 0 | 23 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:42 | yes | 15 | 66 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:15 | yes | 9 | 46 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:43 | yes | 19 | 41 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:48 | yes | 2 | 8 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:35 | yes | 18 | 27 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:54 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:15 | yes | 5 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:52 | yes | 4 | 19 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 14:03 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:47 | yes | 15 | 20 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:37 | yes | 5 | 26 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:24 | yes | 21 | 33 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:04 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:04 | yes | 5 | 22 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:55 | yes | 25 | 53 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:53 | yes | 18 | 45 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:01 | yes | 24 | 53 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:27 | yes | 5 | 32 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:22 | yes | 20 | 40 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:24 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:17 | yes | 3 | 9 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:39 | yes | 12 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:21 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:28 | yes | 16 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:22 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:27 | yes | 22 | 29 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:13 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:02 | yes | 16 | 53 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:55 | yes | 19 | 25 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:55 | yes | 22 | 85 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:20 | yes | 24 | 30 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:12 | yes | 2 | 13 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:40 | yes | 18 | 25 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:57 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:08 | yes | 5 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:10 | no | 0 | 14 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 13:25 | yes | 10 | 6 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:39 | yes | 5 | 13 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:51 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:55 | yes | 18 | 26 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:48 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:17 | no | 0 | 28 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:14 | no | 0 | 54 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:37 | no | 0 | 18 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:22 | no | 0 | 74 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:16 | yes | 3 | 16 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:48 | yes | 14 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:51 | yes | 18 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:53 | yes | 4 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:14 | yes | 10 | 19 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 10:17 | yes | 10 | 6 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:16 | yes | 23 | 17 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:52 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:29 | yes | 24 | 33 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:01 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:31 | yes | 14 | 40 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:50 | yes | 24 | 36 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:02 | yes | 23 | 78 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:39 | no | 0 | 14 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:06 | yes | 4 | 15 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 08:40 | yes | 23 | 42 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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Category-scoped readings
PostGrid read as PostGrid Print & Mail
Unresolved, counted raw
Docupilot
Enthusem (by Prospect Smarter)
Gooten
Klaviyo's direct mail partner
Loomia
Mailpath
Octopus
Octopus ERP
Postales
Postcards
Postcards.app
Print Label & Mail
PrintNode
Printed.com
SimplyCast
SmartDirectMail
USPS Marketing Mail tools
WriteToMail
eesii
Discontinued, still offered
No shut-down product was recommended here.