SaaS security posture management · November 2026 Edition
Nudge Security vs Valence Security
Two of fourteen models named Nudge Security first on the direct prompt; one named Valence Security. Both were named by all fourteen models and Nudge Security carries 29 labels and Valence Security 25, so the shares are not directly comparable.
Named in five categories this edition.
Named in one category this edition.
First-choice share13%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#8A position in a field of 11; printed, not drawn.
Labels2925A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Nudge Security reading right to left. Rank and label count are printed, not drawn.Obsidian Security was named alongside these two in ten of the fourteen direct answers. Wing Security vs Nudge Security · Wing Security vs Valence Security · Nudge Security vs Obsidian Security
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.
Nudge SecurityFirst choices, of fourteen modelsValence Security
Direct21
Paraphrase30
Comparative00
Budget-constrained20
Scale-constrained00
Negative001 against Nudge Security · 2 against Valence Security
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, Nudge Security and Valence Security were named in the same answer thirty times, of the 122 answers naming Nudge Security and the 62 naming Valence Security. In those answers Valence Security took the first choice two times and Nudge Security five.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Nudge Security and Valence Security 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 | | |
Nudge Security Valence Security first choice named as an alternative argued againstblank: not namedEach cell is one answer, Nudge Security on the left and Valence Security on the right.The direct prompt
The plain question, one answer per model, grouped by where Nudge Security and Valence Security stood in it.
Nudge Security first, Valence Security an alternative
2 of 14 modelsValence Security was named in the answer but not as the choice, or not at all.Grok 4.20Nudge Security alternatives: AppOmni, Valence Security
Qwen 3.7 FlashNudge Security alternatives: AppOmni, CrowdStrike Falcon Shield, Grip Security, Obsidian Security
Valence Security first, Nudge Security not the choice
1 of 14 modelsNudge Security was named in the answer but not as the choice, or not at all.MiniMax M2.5Valence Security alternatives: Adaptive Shield, AppOmni, Obsidian 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.GPT-5.4 miniAdaptive Shield alternatives: Netskope SSPM, Valence Security, Zluri
Perplexity SonarWing Security alternatives: Adaptive Shield, AppOmni, CrowdStrike Falcon Shield, Grip Security, Obsidian Security, Valence Security
DeepSeek V4 FlashWing Security alternatives: Adaptive Shield, Obsidian Security, Valence Security
GPT-6 LunaCrowdStrike Falcon Shield alternatives: AppOmni, Valence Security
Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Wing Security alternatives: Adaptive Shield, Grip Security, Obsidian Security
Gemini 3.5 FlashObsidian Security alternatives: Adaptive Shield, DoControl, Grip Security, Wing Security
Mistral SmallAdaptive Shield, AppOmni alternatives: BetterCloud, Obsidian Security
Llama 4 MaverickWing Security alternatives: AppOmni, CrowdStrike, Obsidian Security
Kimi K2CrowdStrike Falcon Shield, SpinOne, SpinSPM alternatives: AppOmni
GLM 4.7 FlashXAdaptive Shield, Obsidian Security alternatives: Microsoft Defender for Cloud Apps
Muse Glimmer 30BGrip Security, Wing Security alternatives: Adaptive Shield / CrowdStrike Falcon Shield, AppOmni, Obsidian Security, 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
Nudge Security leads by eighteen points.
Nudge Security20%#2 of 16Valence Security2%#11 of 16Mid-marketThe figures above
Nudge Security leads by eleven points.
Nudge Security13%#2 of 11Valence Security2%#8 of 11Enterprise
The order flips: Valence Security leads at enterprise.
Valence Security2%#6 of 16Nudge Security0%#15 of 16What the models said about Nudge Security
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Nudge Security, Wing Security, and Grip Security can be appropriate when shadow IT and identity-adjacent discovery are the primary problem; test whether they provide the configuration depth” Perplexity Sonar · negative prompt · soft negative
“I'd generally recommend Nudge Security if your main goal is SaaS security posture management / SaaS governance” GPT-5.4 mini · paraphrase prompt · first choice
“Nudge is frequently recommended for mid-sized organizations because it focuses on usability and rapid ROI.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Nudge Security is the most commonly cited low-cost paid option, with a $5/active user/mo scale” Muse Glimmer 30B · budget prompt · first choice
What the models said about Valence Security
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“AppOmni, Obsidian Security, Valence, Reco, DoControl, and comparable vendors should still be tested against your specific critical applications” Perplexity Sonar · negative prompt · soft negative
“Approach with caution for large enterprises” Kimi K2 · negative prompt · soft negative
“Valence Security is the best overall choice for mid-market B2B companies” MiniMax M2.5 · direct prompt · first choice
“Valence brings clarity to SaaS-to-SaaS and OAuth supply chain risk, with one of the most credible AI-SPM stories.” Claude Haiku 4.5 · comparative prompt · alternative
“If your business lives and dies by interconnected SaaS integrations, Valence Security is worth a close look.” DeepSeek V4 Flash · direct prompt · alternative
Also compared
Wing Security vs Nudge SecurityWing Security vs Valence SecurityNudge Security vs Obsidian SecurityNudge Security vs AppOmniNudge Security vs Adaptive ShieldNudge Security vs CrowdStrike Falcon ShieldNudge Security vs Grip SecurityObsidian Security vs Valence SecurityAppOmni vs Valence SecurityAdaptive Shield vs Valence SecurityCrowdStrike Falcon Shield vs Valence SecurityGrip Security vs Valence SecurityAll twenty-eight head-to-head pages and the full SSPM 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.