API security platforms · November 2026 Edition
Salt Security vs Cloudflare API Shield
Two of fourteen models named Salt Security first on the direct prompt; one named Cloudflare API Shield. Both were named by all fourteen models and Salt Security carries 55 labels and Cloudflare API Shield 30, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories this edition.
First-choice share16%10%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate16%3%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#4A position in a field of 15; printed, not drawn.
Labels5530A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Salt Security reading right to left. Rank and label count are printed, not drawn.Salt Security vs Zuplo · Salt Security vs Wallarm API Security · Salt Security vs OWASP ZAP
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 API security platforms page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Salt SecurityFirst choices, of fourteen modelsCloudflare API Shield
Direct213 against Salt Security
Paraphrase50
Comparative100
Budget-constrained043 against Salt Security
Scale-constrained10
Negative103 against Salt Security · 1 against Cloudflare API 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.
Across every category in the November 2026 Edition, Salt Security and Cloudflare API Shield were named in the same answer sixty-five times, of the 159 answers naming Salt Security and the 106 naming Cloudflare API Shield. In those answers Cloudflare API Shield took the first choice sixteen times and Salt Security twenty.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Salt Security and Cloudflare API Shield 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 | | | | |
Salt Security Cloudflare API Shield first choice named as an alternative argued againstblank: not namedEach cell is one answer, Salt Security on the left and Cloudflare API Shield on the right.The direct prompt
The plain question, one answer per model, grouped by where Salt Security and Cloudflare API Shield stood in it.
Salt Security first, Cloudflare API Shield an alternative
2 of 14 modelsCloudflare API Shield was named in the answer but not as the choice, or not at all.Grok 4.20Salt Security alternatives: Cequence Unified API Protection, Cloudflare API Shield, Fastly, Traceable API Security Platform, Wallarm API Security
MiniMax M2.5Salt Security alternatives: Cequence Unified API Protection, Imperva API Security, Noname Security, Traceable API Security Platform
Cloudflare API Shield first, Salt Security not the choice
1 of 14 modelsSalt Security was named in the answer but not as the choice, or not at all.Perplexity SonarCloudflare API Shield alternatives: 42Crunch, Traceable API Security Platform
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Orca Security alternatives: Check Point CloudGuard WAF, Cloudflare API Shield, Imperva API Security, Invicti API Security, Salt Security, Traceable API Security Platform
GPT-5.4 miniAkamai API Security alternatives: 42Crunch, Akto, Imperva API Security, Salt Security, Traceable API Security Platform, Wallarm API Security
Gemini 3.5 FlashWallarm API Security alternatives: 42Crunch, Cloudflare API Shield, Salt Security, Traceable API Security Platform
DeepSeek V4 FlashWallarm API Security alternatives: 42Crunch, Akamai API Security, Cequence Unified API Protection, Cloudflare API Shield, Traceable API Security Platform
Qwen 3.7 Flash42Crunch, Zuplo alternatives: Aikido Security, Salt Security
GPT-6 LunaWallarm API Security alternatives: Akamai API Security, Cloudflare API Shield, Salt Security
Muse Glimmer 30BZuplo alternatives: 42Crunch, Akamai API Security, Cloudflare Application Security and Performance, Imperva Application Security Platform, Salt Security
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Mistral SmallGravitee, Zuplo alternatives: Graylog, Kong Gateway
Llama 4 MaverickWallarm API Security alternatives: Aikido Security, Gravitee, OWASP ZAP, Zuplo
Kimi K2Levo.ai alternatives: 42Crunch, StackHawk, Wallarm API Security
GLM 4.7 FlashXZuplo alternatives: Akamai API Security, Cequence Unified API Protection
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
Cloudflare API Shield leads by thirty-three points.
Cloudflare API Shield33%#1 of 13Salt Security0%#13 of 13Mid-marketThe figures above
The order flips: Salt Security leads at mid-market.
Salt Security16%#1 of 15Cloudflare API Shield10%#4 of 15Enterprise
Salt Security leads by forty-four points.
Salt Security44%#1 of 13Cloudflare API Shield0%#11 of 13What the models said about Salt Security
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“What to Avoid (Unless You Have Enterprise Budget) | Salt Security | ~$50k–$100k+ | Enterprise-only sales; heavy tuning required” Kimi K2 · direct prompt · hard negative
“Enterprise-grade tools like Salt Security, Akamai API Security, or Cequence often start at thousands per month and are better suited for larger organizations.” Grok 4.20 · budget prompt · soft negative
“Best for mid-market companies with complex API ecosystems, though it is often recommended more for larger organizations” Mistral Small · direct prompt · soft negative
“Salt Security | AI-driven behavioral analysis, cloud-native architecture, continuous learning from traffic patterns | Large, dynamic API estates needing dedicated API-specific defense” Kimi K2 · comparative prompt · first choice
“Positioned as best for large enterprises requiring advanced API discovery and threat protection... Described as best behavioral runtime in 2026 rankings.” Muse Glimmer 30B · comparative prompt · first choice
“1. Salt Security ... Best For: Large enterprises seeking deep, out-of-band behavioral analysis across hybrid and multi-cloud environments.” Gemini 3.5 Flash · comparative prompt · first choice
What the models said about Cloudflare API Shield
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“both Cloudflare and Salt operate on volumetric licensing. This can lead to unexpected cost increases” Muse Glimmer 30B · negative prompt · soft negative
“For most small businesses and startups, Cloudflare offers the best balance of price and power.” Qwen 3.7 Flash · budget prompt · first choice
“I'd recommend starting with Cloudflare's free tier + Kong Gateway (open source)” Kimi K2 · budget prompt · first choice
“I'd suggest starting with Cloudflare API Shield or Kong (open source)” MiniMax M2.5 · budget prompt · first choice
Also compared
Salt Security vs ZuploSalt Security vs Wallarm API SecuritySalt Security vs OWASP ZAPSalt Security vs Akamai API SecuritySalt Security vs Traceable API Security PlatformSalt Security vs Kong GatewayZuplo vs Cloudflare API ShieldWallarm API Security vs Cloudflare API ShieldCloudflare API Shield vs OWASP ZAPCloudflare API Shield vs Akamai API SecurityCloudflare API Shield vs Traceable API Security PlatformCloudflare API Shield vs Kong GatewayAll twenty-eight head-to-head pages and the full API security 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.