API security platforms · November 2026 Edition
Cloudflare API Shield vs Akamai API Security
One of fourteen models named Cloudflare API Shield first on the direct prompt; one named Akamai API Security. Both were named by all fourteen models and Cloudflare API Shield carries 30 labels and Akamai API Security 51, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
First-choice share10%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%22%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#6A position in a field of 15; printed, not drawn.
Labels3051A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Cloudflare API Shield reading right to left. Rank and label count are printed, not drawn.Salt Security was named alongside these two in eight of the fourteen direct answers. Salt Security vs Cloudflare API Shield · Salt Security vs Akamai API Security · Zuplo vs Cloudflare API 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 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.
Cloudflare API ShieldFirst choices, of fourteen modelsAkamai API Security
Direct113 against Akamai API Security
Paraphrase01
Comparative01
Budget-constrained403 against Akamai API Security
Scale-constrained00
Negative001 against Cloudflare API Shield · 5 against Akamai API 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, Cloudflare API Shield and Akamai API Security were named in the same answer fifty-three times, of the 106 answers naming Cloudflare API Shield and the 142 naming Akamai API Security. In those answers Akamai API Security took the first choice three times and Cloudflare API Shield eleven.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Cloudflare API Shield and Akamai API 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 | | | | |
Cloudflare API Shield Akamai API Security first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cloudflare API Shield on the left and Akamai API Security on the right.The direct prompt
The plain question, one answer per model, grouped by where Cloudflare API Shield and Akamai API Security stood in it.
Cloudflare API Shield first, Akamai API Security not the choice
1 of 14 modelsAkamai API 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
Akamai API Security first, Cloudflare API Shield not the choice
1 of 14 modelsCloudflare API Shield was named in the answer but not as the choice, or not at all.GPT-5.4 miniAkamai API Security alternatives: 42Crunch, Akto, Imperva API Security, Salt Security, Traceable API Security Platform, Wallarm API Security
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
Gemini 3.5 FlashWallarm API Security alternatives: 42Crunch, Cloudflare API Shield, Salt Security, Traceable API Security Platform
Grok 4.20Salt Security alternatives: Cequence Unified API Protection, Cloudflare API Shield, Fastly, Traceable API Security Platform, Wallarm API Security
DeepSeek V4 FlashWallarm API Security alternatives: 42Crunch, Akamai API Security, Cequence Unified API Protection, Cloudflare API Shield, Traceable API Security Platform
GLM 4.7 FlashXZuplo alternatives: Akamai API Security, Cequence Unified API Protection
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
5 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
Qwen 3.7 Flash42Crunch, Zuplo alternatives: Aikido Security, Salt Security
Kimi K2Levo.ai alternatives: 42Crunch, StackHawk, Wallarm API Security
MiniMax M2.5Salt Security alternatives: Cequence Unified API Protection, Imperva API Security, Noname Security, Traceable API Security Platform
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 13Akamai API Security0%#12 of 13Mid-marketThe figures above
Cloudflare API Shield leads by six points.
Cloudflare API Shield10%#4 of 15Akamai API Security4%#6 of 15Enterprise
The order flips: Akamai API Security leads at enterprise.
Akamai API Security19%#2 of 13Cloudflare API Shield0%#11 of 13What 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
What the models said about Akamai API 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.
“Bundled WAAP complexity; overkill for mid-market” Kimi K2 · direct prompt · hard negative
“Bundled WAAP/WAF offerings: Akamai, Imperva, F5... verify that the API module provides genuine API inventory, behavioral detection” Perplexity Sonar · negative prompt · soft negative
“G2 and other reviews mention a steep learning curve, slow performance with large datasets, and challenges in intuitive UI/handling” Grok 4.20 · negative prompt · soft negative
“End-to-end platform; excellent for large enterprises with distributed APIs; combines discovery with runtime protection.” Grok 4.20 · comparative prompt · first choice
“My default pick for most mid-market B2B companies: Akamai API Security” GPT-5.4 mini · direct prompt · first choice
“Best overall default: Akamai API Security” GPT-5.4 mini · paraphrase prompt · first choice
Also compared
Salt Security vs Cloudflare API ShieldSalt Security vs Akamai API SecurityZuplo vs Cloudflare API ShieldZuplo vs Akamai API SecurityWallarm API Security vs Cloudflare API ShieldWallarm API Security vs Akamai API SecurityCloudflare API Shield vs OWASP ZAPCloudflare API Shield vs Traceable API Security PlatformCloudflare API Shield vs Kong GatewayOWASP ZAP vs Akamai API SecurityAkamai API Security vs Traceable API Security PlatformAkamai API Security 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.