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AIOps platforms · October 2026 Edition

Datadog vs Dynatrace

Five of fourteen models named Datadog first on the direct prompt; six named Dynatrace. Datadog was named by thirteen of the fourteen models and Dynatrace by fourteen and Datadog carries 40 labels and Dynatrace 49, so the shares are not directly comparable.

Datadog

accepted challenger

Named in eight categories this edition.

Dynatrace

criticized challenger

Named in eleven categories this edition.

First-choice share15%13%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate15%27%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 10; printed, not drawn.
Labels4049A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Datadog reading right to left. Rank and label count are printed, not drawn.New Relic was named alongside these two in twelve of the fourteen direct answers. New Relic vs Datadog · New Relic vs Dynatrace · Datadog vs BigPanda

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 aiops 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.
DatadogFirst choices, of fourteen modelsDynatrace
Direct561 against Datadog · 5 against Dynatrace
Paraphrase311 against Dynatrace
Comparative28
Budget-constrained002 against Datadog · 4 against Dynatrace
Scale-constrained00
Negative003 against Datadog · 3 against Dynatrace
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 October 2026 Edition, Datadog and Dynatrace were named in the same answer 394 times, of the 664 answers naming Datadog and the 769 naming Dynatrace. In those answers Dynatrace took the first choice forty-five times and Datadog seventy-five.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Datadog and Dynatrace stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.1 Fast
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
Datadog Dynatrace first choice named as an alternative argued againstblank: not namedEach cell is one answer, Datadog on the left and Dynatrace on the right.

The direct prompt

The plain question, one answer per model, grouped by where Datadog and Dynatrace stood in it.

Both were the first choice

1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.
Muse Glimmer 30BDatadog, Dynatrace, New Relic alternatives: Freshservice

Datadog first, Dynatrace an alternative

4 of 14 modelsDynatrace was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashDatadog, LogicMonitor alternatives: New Relic, PagerDuty
Grok 4.1 FastDatadog alternatives: New Relic
MiniMax M2.5Datadog, New Relic alternatives: Dynatrace
GPT-6 LunaDatadog alternatives: Dynatrace, New Relic

Dynatrace first, Datadog an alternative

5 of 14 modelsDatadog was named in the answer but not as the choice, or not at all.
GPT-5.4 miniDynatrace alternatives: Datadog, New Relic, Splunk
Mistral SmallDynatrace alternatives: BigPanda, LogicMonitor, New Relic
Llama 4 MaverickDynatrace
Qwen 3.7 FlashDynatrace alternatives: BigPanda, Datadog, Elastic Observability, Grafana Cloud, OpenTelemetry
GLM 4.7 FlashXDynatrace alternatives: Datadog, Freshservice, ManageEngine OpManager Nexus, New Relic

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.
Kimi K2New Relic alternatives: Datadog, LogicMonitor

Neither was named

3 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5PagerDuty alternatives: BigPanda, LogicMonitor, New Relic
Perplexity SonarNew Relic alternatives: Coralogix
DeepSeek V4 FlashLogicMonitor, New Relic alternatives: BigPanda, Freshservice, PagerDuty

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
Datadog leads by seven points.
Datadog10%#3 of 16
Dynatrace3%#10 of 16
The full small business standing →
Mid-marketThe figures above
Datadog leads by two points.
Datadog15%#2 of 10
Dynatrace13%#3 of 10
The full mid-market standing →
Enterprise
The order flips: Dynatrace leads at enterprise.
Dynatrace39%#1 of 11
Datadog4%#4 of 11
The full enterprise standing →

What the models said about Datadog

No label in this category carried a quote.

What the models said about Dynatrace

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“Platforms to Avoid (For Now) ... Dynatrace is exceptionally precise, but its premium pricing and complex configuration require dedicated platform engineering teams” Gemini 3.5 Flash · direct prompt · hard negative
“Choose Dynatrace if: You want a "all-in-one" solution where you don't need third-party monitors, and you require automated code-level root cause identification.” Qwen 3.7 Flash · comparative prompt · first choice
“Dynatrace and BigPanda are often recommended due to their scalability, ease of integration, and strong noise reduction features” Mistral Small · paraphrase prompt · first choice
“Dynatrace is the best overall AIOps platform due to its robust features, strong user ratings, and suitability for mid-market needs” Mistral Small · direct prompt · first choice
Also compared

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.