cside vs Reflectiz
Four of fourteen models named cside first on the direct prompt; two named Reflectiz. cside was named by twelve of the fourteen models and Reflectiz by twelve and cside carries 28 labels and Reflectiz 32, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
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 client-side protection page.
By framing
csideFirst choices, of fourteen modelsReflectiz
Across every category in the November 2026 Edition, cside and Reflectiz were named in the same answer fifty times, of the 83 answers naming cside and the 93 naming Reflectiz. In those answers Reflectiz took the first choice six times and cside twenty-one.
Every model, every framing
| 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 | | | | |
cside Reflectiz first choice named as an alternative argued againstblank: not namedEach cell is one answer, cside on the left and Reflectiz on the right.The direct prompt
cside first, Reflectiz an alternative
4 of 14 modelsReflectiz was named in the answer but not as the choice, or not at all.Reflectiz first, cside an alternative
2 of 14 modelscside was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.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
cside17%#2 of 11Reflectiz0%#7 of 11What the models said about cside
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“While it may have a cost, it's designed for businesses that need comprehensive protection and can provide value for money.” Mistral Small · budget prompt · soft negative
“cside's free forever tier and $99/mo self-serve start is the most affordable specialist in the category” Muse Glimmer 30B · budget prompt · first choice
“Choose cside when complete real-session visibility and PCI evidence are the priority.” Perplexity Sonar · comparative prompt · first choice
“cside stands out as the top client-side protection tool for a mid-market B2B company” Grok 4.20 · direct prompt · first choice
What the models said about Reflectiz
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Client-side monitoring, sandboxing, or behavioral detection tools (e.g., those from Reflectiz, Feroot, Human Security, Imperva Client-Side Protection, Source Defense) ... ineffective against sophisticated attacks” Grok 4.20 · negative prompt · hard negative
“"such as JavaScript sandboxing agents (e.g., from vendors like JScrambler, SourceDefense/Reflectiz, Human Security)" ... 7 of 14 models · 3 hard negative” Muse Glimmer 30B · negative prompt · hard negative
“Reflectiz (in some implementations) ... have been criticized because: They run inside the customer's browser, which means they can be bypassed” Kimi K2 · negative prompt · hard negative
“Reflectiz ⭐ (Highest Rated: 4.9/5 on G2) ... Fastest deployment, zero code changes | Reflectiz” Kimi K2 · comparative prompt · first choice
“For most mid-market B2B companies, I recommend Feroot Security or Reflectiz” Kimi K2 · direct prompt · first choice
“For a mid-sized B2B company, I'd recommend starting with Reflectiz” Kimi K2 · paraphrase prompt · first choice
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.