Log management · November 2026 Edition
Coralogix vs SolarWinds Papertrail
Two of fourteen models named Coralogix first on the direct prompt; zero named SolarWinds Papertrail. Coralogix was named by eleven of the fourteen models and SolarWinds Papertrail by nine and Coralogix carries 24 labels and SolarWinds Papertrail 13, so the shares are not directly comparable.
Named in six categories this edition.
Named in one category this edition.
First-choice share5%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%15%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 12; printed, not drawn.
Labels2413A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Coralogix reading right to left. Rank and label count are printed, not drawn.Datadog Log Management was named alongside these two in thirteen of the fourteen direct answers. Datadog Log Management vs Coralogix · Datadog Log Management vs SolarWinds Papertrail · Graylog vs Coralogix
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 log management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
CoralogixFirst choices, of fourteen modelsSolarWinds Papertrail
Direct20
Paraphrase10
Comparative00
Budget-constrained02
Scale-constrained00
Negative002 against SolarWinds Papertrail
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Coralogix and SolarWinds Papertrail 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 | | |
Coralogix SolarWinds Papertrail first choice named as an alternative argued againstblank: not namedEach cell is one answer, Coralogix on the left and SolarWinds Papertrail on the right.The direct prompt
The plain question, one answer per model, grouped by where Coralogix and SolarWinds Papertrail stood in it.
Coralogix first, SolarWinds Papertrail not the choice
2 of 14 modelsSolarWinds Papertrail was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashCoralogix alternatives: Better Stack, Grafana Cloud Logs, Sumo Logic
Muse Glimmer 30BCoralogix, Datadog Log Management, ManageEngine EventLog Analyzer alternatives: Grafana Loki, Graylog, Logmanager, New Relic Logs, OpenObserve, SigNoz, Splunk
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarDatadog Log Management alternatives: Coralogix, Elastic Stack, Graylog, ManageEngine Log360
Mistral SmallDatadog Log Management, Graylog alternatives: Better Stack, Coralogix, Splunk
Llama 4 MaverickDatadog Log Management alternatives: Coralogix, ManageEngine EventLog Analyzer, Splunk
Qwen 3.7 FlashDatadog Log Management alternatives: Coralogix, Graylog
GLM 4.7 FlashXDatadog Log Management alternatives: Coralogix, Elastic Stack, Graylog, Logz.io, New Relic Logs, OpenObserve
Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Graylog alternatives: Datadog Log Management, ManageEngine Log360, New Relic Logs
GPT-5.4 miniDatadog Log Management alternatives: Elastic Stack, New Relic Logs, Splunk, Sumo Logic
Grok 4.20Datadog Log Management alternatives: Elastic Stack, ManageEngine EventLog Analyzer / Log360, New Relic Logs, Sumo Logic
DeepSeek V4 FlashGrafana Loki alternatives: Datadog Log Management, Elastic Stack, Graylog, New Relic Logs
Kimi K2Datadog Log Management alternatives: Grafana Loki, Logz.io, Sematext Logs, SolarWinds
MiniMax M2.5Graylog, SolarWinds alternatives: Datadog Log Management, New Relic Logs
GPT-6 LunaDatadog Log Management alternatives: Elastic Cloud Serverless, Sumo Logic
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
SolarWinds Papertrail leads by fourteen points.
SolarWinds Papertrail16%#2 of 14Coralogix2%#– of 14Mid-marketThe figures above
The order flips: Coralogix leads at mid-market.
Coralogix5%#7 of 12SolarWinds Papertrail3%#8 of 12Enterprise
Coralogix leads by two points.
Coralogix2%#7 of 11SolarWinds Papertrail0%#– of 11What the models said about Coralogix
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“or Coralogix if cost predictability and cloud-native architecture are more important. Both offer strong value propositions at the mid-market level” MiniMax M2.5 · paraphrase prompt · first choice
“Datadog gives the fastest time to value and ecosystem, while ManageEngine EventLog Analyzer or Coralogix are the common cost-conscious alternatives” Muse Glimmer 30B · direct prompt · first choice
“Coralogix | Best Overall for Mid-Market” Gemini 3.5 Flash · direct prompt · first choice
What the models said about SolarWinds Papertrail
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Verdict: Avoid for anything serious; use only for tiny hobbyist setups.” DeepSeek V4 Flash · negative prompt · hard negative
“they lack deep tracing integrations, advanced correlation capabilities, and cost-effective cold storage options” Gemini 3.5 Flash · negative prompt · soft negative
“Papertrail is a cheap log management platform that offers a fixed-tier pricing plan starting at $7.00/mo.” Llama 4 Maverick · budget prompt · first choice
“Papertrail and Datadog's free tier are generally the top contenders for cost-conscious teams.” Qwen 3.7 Flash · budget prompt · first choice
“Simplest inexpensive SaaS: Papertrail—a straightforward option for small teams” Perplexity Sonar · budget prompt · alternative
Also compared
Datadog Log Management vs CoralogixDatadog Log Management vs SolarWinds PapertrailGraylog vs CoralogixGraylog vs SolarWinds PapertrailGrafana Loki vs CoralogixGrafana Loki vs SolarWinds PapertrailBetter Stack vs CoralogixBetter Stack vs SolarWinds PapertrailElastic Stack vs CoralogixElastic Stack vs SolarWinds PapertrailGrafana Cloud Logs vs CoralogixGrafana Cloud Logs vs SolarWinds PapertrailAll twenty-eight head-to-head pages and the full logs 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.