Email deliverability and testing tools · November 2026 Edition
GlockApps vs MailReach
Eight of fourteen models named GlockApps first on the direct prompt; zero named MailReach. GlockApps was named by fourteen of the fourteen models and MailReach by ten and GlockApps carries 57 labels and MailReach 25, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share38%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate9%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 19; printed, not drawn.
Labels5725A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, GlockApps reading right to left. Rank and label count are printed, not drawn.GlockApps vs Google Postmaster Tools · GlockApps vs Litmus · GlockApps vs ZeroBounce
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the email deliverability and testing tools page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
GlockAppsFirst choices, of fourteen modelsMailReach
Direct80
Paraphrase101
Comparative90
Budget-constrained001 against GlockApps
Scale-constrained10
Negative204 against GlockApps · 2 against MailReach
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the November 2026 Edition, GlockApps and MailReach were named in the same answer fifty-six times, of the 161 answers naming GlockApps and the 59 naming MailReach. In those answers MailReach took the first choice three times and GlockApps twenty-four.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where GlockApps and MailReach stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | | | |
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | | ||
| Grok 4.20 | | | | | | |
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | | | ||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | | | ||
| MiniMax M2.5 | | | | |||
| GPT-6 Luna | | | | | ||
| Muse Glimmer 30B | | | | |
GlockApps MailReach first choice named as an alternative argued againstblank: not namedEach cell is one answer, GlockApps on the left and MailReach on the right.The direct prompt
The plain question, one answer per model, grouped by where GlockApps and MailReach stood in it.
GlockApps first, MailReach an alternative
8 of 14 modelsMailReach was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashGlockApps alternatives: Folderly, Google Postmaster Tools, Mailgun Optimize, Mailtrap Email Sandbox, Microsoft Smart Network Data Services (SNDS) / Microsoft 365 Admin Insights
Perplexity SonarGlockApps alternatives: EasyDMARC, Google Postmaster Tools, MailReach, Microsoft SNDS, NeverBounce, Validity Everest, ZeroBounce, dmarcian
Grok 4.20GlockApps alternatives: Allegrow, Validity Everest
Llama 4 MaverickGlockApps alternatives: MailReach, Validity Everest
Qwen 3.7 FlashGlockApps, ZeroBounce alternatives: Kickbox, NeverBounce, Red Sift OnDMARC, SendForensics, Suped, Validity Everest
GLM 4.7 FlashXGlockApps alternatives: Allegrow, MailReach
GPT-6 LunaGlockApps alternatives: Google Postmaster Tools, Validity Engage
Muse Glimmer 30BGlockApps, MailGenius alternatives: Allegrow, Amplemarket
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Warmy alternatives: Act-On, GlockApps, MailReach, Mailtrap Email Marketing
DeepSeek V4 FlashHubSpot Sales Hub alternatives: GlockApps, Klaviyo, Lemlist, Mailgun, Outreach, Salesloft, SendGrid
Kimi K2Allegrow alternatives: GlockApps, MailReach
MiniMax M2.5HubSpot Sales Hub, ZeroBounce alternatives: Copper, GlockApps, MXToolbox
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniLitmus alternatives: Brevo, HubSpot, Salesforce/Marketing Cloud, ZeroBounce
Mistral SmallAllegrow, Validity Everest alternatives: Litmus
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
GlockApps leads by twenty-one points.
GlockApps25%#1 of 15MailReach4%#8 of 15Mid-marketThe figures above
GlockApps leads by thirty-six points.
GlockApps38%#1 of 19MailReach2%#6 of 19Enterprise
GlockApps leads by eight points.
GlockApps8%#3 of 17MailReach0%#17 of 17What the models said about GlockApps
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Seed-list placement testers such as GlockApps, Unspam, or similar tools: useful for directional comparisons, but test accounts do not behave like real subscribers” Perplexity Sonar · negative prompt · soft negative
“GlockApps primarily uses syntax and DNS checks, which can miss subtle delivery issues like greylisting or role account filters.” Muse Glimmer 30B · negative prompt · soft negative
“Tools like GlockApps, Mail-Tester, and similar seed-list platforms have significant limitations” DeepSeek V4 Flash · negative prompt · soft negative
“The best email deliverability tool for a mid-market B2B company is GlockApps, as it offers the best all-in-one diagnostics for mid-market teams.” Llama 4 Maverick · direct prompt · first choice
“GlockApps is cited as the most comprehensive email deliverability platform for testing where mail lands across Gmail, Outlook, Yahoo and others” Muse Glimmer 30B · direct prompt · first choice
“Top-rated for scheduled inbox placement testing, spam scoring, and heatmap reports... Often praised as the best balance of features and cost.” Grok 4.20 · comparative prompt · first choice
What the models said about MailReach
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“MailReach helps discover domains and draft outreach, though its verification isn't independently validated.” Muse Glimmer 30B · negative prompt · soft negative
“Often criticized for superficial insights ... followed by heavy upselling” Grok 4.20 · negative prompt · soft negative
“Best Overall Recommendation: MailReach” Claude Haiku 4.5 · paraphrase prompt · first choice
“an email deliverability monitoring and warm-up platform that combines inbox placement testing, domain reputation tracking, and automated warm-up” Claude Haiku 4.5 · comparative prompt · alternative
“MailReach is the alternative when the priority is outbound cold email warm-up + placement bundled together” Muse Glimmer 30B · paraphrase prompt · alternative
Also compared
GlockApps vs Google Postmaster ToolsGlockApps vs LitmusGlockApps vs ZeroBounceGlockApps vs MXToolboxGlockApps vs Validity EverestGlockApps vs Mail-TesterGoogle Postmaster Tools vs MailReachLitmus vs MailReachZeroBounce vs MailReachMXToolbox vs MailReachMailReach vs Validity EverestMailReach vs Mail-TesterAll twenty-eight head-to-head pages and the full email deliverability standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.