Grafana vs Datadog
Three of fourteen models named Grafana first on the direct prompt; eleven named Datadog. Both were named by all fourteen models and Grafana carries 74 labels and Datadog 76, so the shares are not directly comparable.
Named in nine categories this edition.
Named in nine categories 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 observability platforms page.
By framing
GrafanaFirst choices, of fourteen modelsDatadog
Across every category in the November 2026 Edition, Grafana and Datadog were named in the same answer 280 times, of the 332 answers naming Grafana and the 692 naming Datadog. In those answers Datadog took the first choice seventy-one times and Grafana sixty-three.
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 | | | | |
Grafana Datadog first choice named as an alternative argued againstblank: not namedEach cell is one answer, Grafana on the left and Datadog on the right.The direct prompt
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Grafana first, Datadog an alternative
2 of 14 modelsDatadog was named in the answer but not as the choice, or not at all.Datadog first, Grafana an alternative
10 of 14 modelsGrafana 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.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
Grafana38%#1 of 13Datadog11%#4 of 13Datadog38%#1 of 10Grafana2%#5 of 10What the models said about Grafana
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Grafana OSS (with Prometheus, Loki, Tempo) or New Relic's free tier are typically the strongest options for a company with a limited budget.” Grok 4.20 · budget prompt · first choice
“1. Open-Source Stack (Most Economical) Prometheus + Grafana + OpenTelemetry - Cost: Completely free (open source)” GLM 4.7 FlashX · budget prompt · first choice
“Safer Alternatives to Consider | Grafana Cloud | Open source foundation, transparent pricing, strong OpenTelemetry” Kimi K2 · negative prompt · first choice
What the models said about Datadog
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Alternatives to Avoid on Tight Budgets: High-end leaders like Datadog or Splunk excel in features but often lead to bill shock” Grok 4.20 · budget prompt · hard negative
“High Caution: Datadog ... Surprise billing - Complex, à la carte pricing across 40+ products that compounds unpredictably” Kimi K2 · negative prompt · hard negative
“Start with Datadog if your team is already deeply invested in AWS/Azure/GCP ecosystems and you value a rich ecosystem of integrations above all else.” Qwen 3.7 Flash · direct 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.