Mobile marketing and push · October 2026 Edition
Braze vs Twilio Programmable Messaging
One of fourteen models named Braze first on the direct prompt; zero named Twilio Programmable Messaging. Braze was named by fourteen of the fourteen models and Twilio Programmable Messaging by eleven and Braze carries 47 labels and Twilio Programmable Messaging 28, so the shares are not directly comparable.
New York City, United States, founded 2011. Named in eleven categories this edition.
By Twilio, San Francisco, United States, founded 2008. Named in one category this edition.
First-choice share9%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate26%25%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#7A position in a field of 14; printed, not drawn.
Labels4728A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Braze reading right to left. Rank and label count are printed, not drawn.OneSignal was named alongside these two in eleven of the fourteen direct answers. OneSignal vs Braze · OneSignal vs Twilio Programmable Messaging · Customer.io vs Braze
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 mobile marketing and push page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
BrazeFirst choices, of fourteen modelsTwilio Programmable Messaging
Direct105 against Braze
Paraphrase013 against Braze
Comparative101 against Twilio Programmable Messaging
Budget-constrained00
Scale-constrained401 against Braze
Negative003 against Braze · 6 against Twilio Programmable Messaging
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Braze and Twilio Programmable Messaging 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 4.1 Fast | | | | | | |
| 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 | | | | |
Braze Twilio Programmable Messaging first choice named as an alternative argued againstblank: not namedEach cell is one answer, Braze on the left and Twilio Programmable Messaging on the right.The direct prompt
The plain question, one answer per model, grouped by where Braze and Twilio Programmable Messaging stood in it.
Braze first, Twilio Programmable Messaging not the choice
1 of 14 modelsTwilio Programmable Messaging was named in the answer but not as the choice, or not at all.GPT-5.4 miniBraze alternatives: Airship, Iterable, OneSignal
Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Grok 4.1 FastCustomer.io alternatives: Braze, OneSignal, Pushwoosh, Vero
DeepSeek V4 FlashOneSignal alternatives: Customer.io, Twilio Programmable Messaging
Qwen 3.7 FlashCustomer.io alternatives: Braze, HubSpot Marketing Hub
MiniMax M2.5OneSignal alternatives: Braze, MoEngage, Salesforce Marketing Cloud, Twilio Programmable Messaging
GPT-6 LunaCustomer.io Journeys alternatives: Braze, OneSignal
Muse Glimmer 30BCustomer.io alternatives: Braze, Iterable
Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Customer.io alternatives: ActiveCampaign, Courier, OneSignal, Pushwoosh, Vero
Gemini 3.5 FlashCustomer.io, Sakari alternatives: ActiveCampaign, OneSignal
Perplexity SonarOneSignal alternatives: Attentive, CleverTap, Insider, MoEngage
Mistral SmallOneSignal, Pushwoosh alternatives: Insider
Llama 4 MaverickPushwoosh alternatives: Attentive, Klaviyo
Kimi K2OneSignal alternatives: ActiveCampaign, Customer.io, Iterable
GLM 4.7 FlashXCustomer.io alternatives: OneSignal
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
Level: the same share of first choices.
Braze2%#10 of 18Twilio Programmable Messaging2%#9 of 18Mid-marketThe figures above
Braze leads by eight points.
Braze9%#3 of 14Twilio Programmable Messaging2%#7 of 14Enterprise
Braze leads by forty-four points.
Braze49%#1 of 12Twilio Programmable Messaging5%#3 of 12What the models said about Braze
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Several reviewers explicitly advise avoiding Braze unless you are pushing toward enterprise scale.” Mistral Small · negative prompt · hard negative
“Braze's pricing ... heavy developer overhead, and complex implementation make it poor ROI” Gemini 3.5 Flash · direct prompt · hard negative
“"steer clear," "skip unless enterprise scale"). Reviewers explicitly advise avoiding.” Grok 4.1 Fast · negative prompt · hard negative
“Braze | Best-in-class cross-channel orchestration, enterprise-grade, strong analytics | Higher cost, steeper learning curve” DeepSeek V4 Flash · scale prompt · first choice
What the models said about Twilio Programmable Messaging
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Be Cautious of Developer-First CPaaS Engines if You Lack Engineering Support... Avoid If: You are a marketer or small business owner with no coding experience.” Gemini 3.5 Flash · negative prompt · soft negative
“Twilio (DIY API) has mixed rep for SMS—solid infrastructure but complaints on deliverability/support; deprecated Notify service in 2025.” Grok 4.1 Fast · negative prompt · soft negative
“Not a scam, but pricing surprises — carrier surcharges, 10DLC fees, and number rental can add ~50%+ to your budget.” DeepSeek V4 Flash · negative prompt · soft negative
“I'd recommend Twilio as the top choice for a combined push and SMS messaging tool.” Grok 4.1 Fast · paraphrase prompt · first choice
“If you need maximum flexibility, have dev resources, and anticipate very high volumes → Twilio is the more powerful (but more work) choice.” MiniMax M2.5 · paraphrase prompt · alternative
“Best if you want maximum flexibility and have engineering resources; it is positioned as customizable and API-driven.” Perplexity Sonar · paraphrase prompt · alternative
Also compared
OneSignal vs BrazeOneSignal vs Twilio Programmable MessagingCustomer.io vs BrazeCustomer.io vs Twilio Programmable MessagingBraze vs PushwooshBraze vs OmnisendBraze vs KlaviyoBraze vs AirshipPushwoosh vs Twilio Programmable MessagingOmnisend vs Twilio Programmable MessagingKlaviyo vs Twilio Programmable MessagingTwilio Programmable Messaging vs AirshipAll twenty-eight head-to-head pages and the full mobile & push 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.