Cloud hosting · November 2026 Edition
Microsoft Azure vs Akamai Connected Cloud
Nine of fourteen models named Microsoft Azure first on the direct prompt; one named Akamai Connected Cloud. Microsoft Azure was named by fourteen of the fourteen models and Akamai Connected Cloud by eleven and Microsoft Azure carries 41 labels and Akamai Connected Cloud 30, so the shares are not directly comparable.
Named in four categories this edition.
Named in four categories this edition.
First-choice share29%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#4A position in a field of 14; printed, not drawn.
Labels4130A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Microsoft Azure reading right to left. Rank and label count are printed, not drawn.Amazon Web Services was named alongside these two in fourteen of the fourteen direct answers. Microsoft Azure vs Amazon Web Services · Microsoft Azure vs DigitalOcean Droplets · Microsoft Azure vs Atlantic.Net
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 cloud hosting page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Microsoft AzureFirst choices, of fourteen modelsAkamai Connected Cloud
Direct91
Paraphrase80
Comparative10
Budget-constrained02
Scale-constrained001 against Microsoft Azure
Negative011 against Microsoft Azure
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, Microsoft Azure and Akamai Connected Cloud were named in the same answer thirty-eight times, of the 142 answers naming Microsoft Azure and the 90 naming Akamai Connected Cloud. In those answers Akamai Connected Cloud took the first choice two times and Microsoft Azure nine.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Microsoft Azure and Akamai Connected Cloud 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 | | | |
Microsoft Azure Akamai Connected Cloud first choice named as an alternative argued againstblank: not namedEach cell is one answer, Microsoft Azure on the left and Akamai Connected Cloud on the right.The direct prompt
The plain question, one answer per model, grouped by where Microsoft Azure and Akamai Connected Cloud stood in it.
Microsoft Azure first, Akamai Connected Cloud an alternative
9 of 14 modelsAkamai Connected Cloud was named in the answer but not as the choice, or not at all.GPT-5.4 miniMicrosoft Azure alternatives: Amazon Web Services, Google Cloud
Gemini 3.5 FlashAmazon Web Services, Microsoft Azure alternatives: Cloudreach, Google Cloud, Mission Cloud, Rackspace Technology
Perplexity SonarMicrosoft Azure alternatives: Amazon Web Services, Google Cloud
Grok 4.20Amazon Web Services, Microsoft Azure alternatives: Akamai Connected Cloud, Atlantic.Net, DigitalOcean Droplets, Effectual, Expedient, Google Cloud, RapidScale
DeepSeek V4 FlashAmazon Web Services, Microsoft Azure alternatives: Akamai Connected Cloud, Atlantic.Net, DigitalOcean Droplets, Expedient, RapidScale
Qwen 3.7 FlashMicrosoft Azure alternatives: Amazon Web Services, DigitalOcean Droplets, Google Cloud
Kimi K2Microsoft Azure alternatives: Amazon Web Services, DigitalOcean Droplets, Google Cloud, Vultr
MiniMax M2.5Microsoft Azure alternatives: Amazon Web Services, Google Cloud
Muse Glimmer 30BAmazon Web Services, Microsoft Azure alternatives: Akamai's Linode, Atlantic.Net, DigitalOcean Droplets, RapidScale
Akamai Connected Cloud first, Microsoft Azure an alternative
1 of 14 modelsMicrosoft Azure was named in the answer but not as the choice, or not at all.GLM 4.7 FlashXAkamai Connected Cloud, Atlantic.Net, Cloudways, DigitalOcean Droplets alternatives: Amazon Web Services, Google Cloud, Microsoft Azure
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.Llama 4 MaverickAmazon Web Services alternatives: DigitalOcean Droplets, Google Cloud, Microsoft Azure
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Atlantic.Net alternatives: Amazon Web Services, Cloudways, Hosting.com
Mistral SmallAmazon Web Services alternatives: Akamai's Linode, DigitalOcean Droplets, Expedient, RapidScale
GPT-6 LunaAmazon Web Services alternatives: Azure, Google Cloud
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
Microsoft Azure leads by four points.
Microsoft Azure6%#4 of 14Akamai Connected Cloud2%#7 of 14Mid-marketThe figures above
Microsoft Azure leads by twenty-four points.
Microsoft Azure29%#1 of 14Akamai Connected Cloud5%#4 of 14Enterprise
Microsoft Azure leads by forty-one points.
Microsoft Azure41%#2 of 8Akamai Connected Cloud0%#– of 8What the models said about Microsoft Azure
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Recent public incident reports from Google Cloud and Microsoft Azure show that major providers can still have region-wide or multi-service disruptions” GPT-5.4 mini · negative prompt · soft negative
“Hyperscalers (AWS/Azure/GCP) can charge heavy fees to move data out of their network” Gemini 3.5 Flash · scale prompt · soft negative
“For most mid-sized B2B companies, Microsoft Azure often provides the best balance of enterprise features, compliance certifications, and ecosystem integration” MiniMax M2.5 · paraphrase prompt · first choice
“Azure is frequently the top choice for traditional mid-market B2B companies, especially those heavily integrated into the Microsoft ecosystem.” Gemini 3.5 Flash · direct prompt · first choice
“Start with Azure if you already use Microsoft products—maximizes value from existing licenses and minimizes learning curve” MiniMax M2.5 · direct prompt · first choice
What the models said about Akamai Connected Cloud
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Linode (Akamai) or Vultr are often praised for better support than DigitalOcean and more transparent pricing than AWS” Qwen 3.7 Flash · negative prompt · first choice
“a simplified hyperscaler approach (DigitalOcean or Linode) offers the best balance of cost, complexity, and support” GLM 4.7 FlashX · direct prompt · first choice
“DigitalOcean or Linode typically offer the best combination of affordability, ease of use, and performance” Claude Haiku 4.5 · budget prompt · first choice
Also compared
Microsoft Azure vs Amazon Web ServicesMicrosoft Azure vs DigitalOcean DropletsMicrosoft Azure vs Atlantic.NetMicrosoft Azure vs VultrMicrosoft Azure vs CloudwaysMicrosoft Azure vs HostingerAmazon Web Services vs Akamai Connected CloudDigitalOcean Droplets vs Akamai Connected CloudAkamai Connected Cloud vs Atlantic.NetAkamai Connected Cloud vs VultrAkamai Connected Cloud vs CloudwaysAkamai Connected Cloud vs HostingerAll twenty-eight head-to-head pages and the full cloud hosting 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.