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SaaS security posture management · October 2026 Edition

Adaptive Shield vs Spin.AI

One of fourteen models named Adaptive Shield first on the direct prompt; zero named Spin.AI. Adaptive Shield was named by twelve of the fourteen models and Spin.AI by nine and Adaptive Shield carries 20 labels and Spin.AI 13, so the shares are not directly comparable.

Adaptive Shield

criticized challenger

Named in one category this edition.

Spin.AI

accepted challenger

Named in one category this edition.

First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate35%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 11; printed, not drawn.
Labels2013A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Adaptive Shield reading right to left. Rank and label count are printed, not drawn.Wing Security was named alongside these two in ten of the fourteen direct answers. Wing Security vs Adaptive Shield · Wing Security vs Spin.AI · Nudge Security vs Adaptive Shield

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 saas security posture management page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Adaptive ShieldFirst choices, of fourteen modelsSpin.AI
Direct101 against Adaptive Shield
Paraphrase11
Comparative20
Budget-constrained002 against Adaptive Shield
Scale-constrained00
Negative004 against Adaptive Shield
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 Adaptive Shield and Spin.AI stood in it.
ModelDirectASParaphraseASComparativeASBudget-constrainedASScale-constrainedASNegativeAS
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 FlashASASAS
Perplexity Sonar
Grok 4.1 FastASAS
Mistral SmallAS
DeepSeek V4 FlashASAS
Llama 4 Maverick
Qwen 3.7 FlashAS
Kimi K2ASAS
GLM 4.7 FlashX
MiniMax M2.5
GPT-6 LunaAS
Muse Glimmer 30BASASAS
AS Adaptive Shield Spin.AIAS first choiceAS named as an alternativeAS argued againstblank: not namedEach cell is one answer, Adaptive Shield on the left and Spin.AI on the right.

The direct prompt

The plain question, one answer per model, grouped by where Adaptive Shield and Spin.AI stood in it.

Adaptive Shield first, Spin.AI not the choice

1 of 14 modelsSpin.AI was named in the answer but not as the choice, or not at all.
DeepSeek V4 FlashAdaptive Shield alternatives: AppOmni, Nudge Security, Wing Security

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 4.5Wing Security alternatives: CrowdStrike Shield, Obsidian Security, Spin.AI
Perplexity SonarWing Security alternatives: Obsidian Security, Reco, Spin.AI
Grok 4.1 FastWing Security alternatives: CrowdStrike Falcon Shield, Spin.AI
Qwen 3.7 FlashWing Security alternatives: Adaptive Shield, Grip Security

Neither was named

9 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniAppOmni
Gemini 3.5 FlashWing Security alternatives: CrowdStrike Falcon Shield, Nudge Security, Obsidian Security
Mistral SmallGrip Security, Wing alternatives: Nudge Security
Llama 4 Maverickno first choice
Kimi K2Wing Security alternatives: Obsidian Security, Valence Security
GLM 4.7 FlashXWing Security alternatives: CrowdStrike Falcon Shield
MiniMax M2.5Wing Security alternatives: AppOmni, BetterCloud, CrowdStrike, Obsidian Security, SpinOne
GPT-6 LunaValence Security alternatives: CrowdStrike Falcon Shield
Muse Glimmer 30BWing Security alternatives: CrowdStrike Falcon Shield, Spin.AI / SpinOne

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.
Adaptive Shield2%#9 of 14
Spin.AI2%#– of 14
The full small business standing →
Mid-marketThe figures above
Adaptive Shield leads by two points.
Adaptive Shield4%#7 of 11
Spin.AI2%#8 of 11
The full mid-market standing →
Enterprise
Adaptive Shield leads by two points.
Adaptive Shield4%#4 of 14
Spin.AI2%#– of 14
The full enterprise standing →

What the models said about Adaptive Shield

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

“Avoid: Enterprise-focused platforms like ... Adaptive Shield” DeepSeek V4 Flash · budget prompt · hard negative
“Adaptive Shield was acquired by CrowdStrike and is now marketed as Falcon Shield. That's not, by itself, a reason to avoid it; it is a reason to confirm the exact product, support, pricing, and roadmap” GPT-6 Luna · negative prompt · soft negative
“Adaptive Shield was acquired by CrowdStrike in 2024... ties SSPM buying to Falcon. If you are not a Falcon shop, you are effectively buying into a bundled platform.” Muse Glimmer 30B · negative prompt · soft negative
“Adaptive Shield and Wing Security are the most commonly recommended mid-market combos” Muse Glimmer 30B · paraphrase prompt · first choice
“making it a strong choice for enterprises needing broad coverage and XDR integration” Mistral Small · comparative prompt · first choice
“Top Recommendation: Adaptive Shield (now CrowdStrike Falcon Shield)” DeepSeek V4 Flash · direct prompt · first choice

What the models said about Spin.AI

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

“I recommend Spin.AI (SpinOne) as a top SSPM tool” Mistral Small · paraphrase prompt · first choice
“Combines SSPM with SaaS backup/recovery and ransomware detection for M365/Workspace/Salesforce posture” Claude Haiku 4.5 · direct prompt · alternative
“particularly well-suited for mid-sized businesses seeking an affordable and comprehensive platform” Claude Haiku 4.5 · budget prompt · alternative
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.