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Incident management and on-call · November 2026 Edition

Squadcast vs Better Stack

Zero of fourteen models named Squadcast first on the direct prompt; zero named Better Stack. Squadcast was named by twelve of the fourteen models and Better Stack by ten and both carry 20 labels, so the shares below are directly comparable.

Squadcast

accepted challenger

Named in one category this edition.

Better Stack

accepted challenger

Named in eight categories this edition.

First-choice share4%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 13; printed, not drawn.
Labels2020Equal, which is what makes the shares comparable.
The two percentage rows are drawn on one 0 to 100 track, Squadcast reading right to left. Rank and label count are printed, not drawn.incident.io was named alongside these two in twelve of the fourteen direct answers. incident.io vs Squadcast · incident.io vs Better Stack · PagerDuty vs Squadcast

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 incident management and on-call page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
SquadcastFirst choices, of fourteen modelsBetter Stack
Direct00
Paraphrase10
Comparative00
Budget-constrained12
Scale-constrained001 against Better Stack
Negative00
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 Squadcast and Better Stack stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Squadcast Better Stack first choice named as an alternative argued againstblank: not namedEach cell is one answer, Squadcast on the left and Better Stack on the right.

The direct prompt

The plain question, one answer per model, grouped by where Squadcast and Better Stack stood in it.

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 4.5Zenduty alternatives: Freshservice, Jira Service Management, Rootly, Squadcast
Perplexity SonarPagerDuty alternatives: Better Stack, Freshservice, Jira Service Management, Squadcast, incident.io
DeepSeek V4 Flashincident.io alternatives: FireHydrant, PagerDuty, Rootly, Squadcast
Llama 4 Maverickincident.io alternatives: Freshservice, PagerDuty, Squadcast

Neither was named

10 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniPagerDuty alternatives: FireHydrant, Jira Service Management, Rootly, xMatters
Gemini 3.5 Flashincident.io alternatives: FireHydrant, Jira Service Management, Rootly
Grok 4.20Rootly, incident.io alternatives: Freshservice, Jira Service Management, PagerDuty
Mistral Smallincident.io
Qwen 3.7 Flashincident.io alternatives: Opsgenie, PagerDuty
Kimi K2incident.io alternatives: FireHydrant, PagerDuty, Rootly
GLM 4.7 FlashXincident.io alternatives: Jira Service Management, PagerDuty, ServiceNow ITSM
MiniMax M2.5incident.io alternatives: FireHydrant, Rootly
GPT-6 Lunaincident.io alternatives: PagerDuty, Rootly
Muse Glimmer 30Bincident.io alternatives: All Quiet, FireHydrant, OnPage, PagerDuty, Rootly, SolarWinds IT Incident Response, formerly Squadcast, Zenduty

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
Better Stack leads by nine points.
Better Stack11%#3 of 14
Squadcast2%#8 of 14
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Squadcast4%#5 of 13
Better Stack4%#6 of 13
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Squadcast0%#– of 12
Better Stack0%#– of 12
The full enterprise standing →

What the models said about Squadcast

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“Squadcast offers excellent value if you need more users and advanced features at a low price point.” Claude Haiku 4.5 · budget prompt · first choice
“I recommend Squadcast as the top choice for on-call scheduling and alerting.” Grok 4.20 · paraphrase prompt · first choice
“Good budget option ... Specifically noted for mid-market teams wanting unified SLO tracking” DeepSeek V4 Flash · direct prompt · alternative

What the models said about Better Stack

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.

“Simple, fast setup, but may lack advanced workflow automation and enterprise governance needed at 500+ employees.” Gemini 3.5 Flash · scale prompt · soft negative
“Best Overall Value SaaS: Better Stack ... If you want cheap & easy SaaS with monitoring built-in: Go with Better Stack.” Gemini 3.5 Flash · budget prompt · first choice
Also compared

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.