| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Log management | IT operations and endpoint | 2% | 12 of 59 | 11% | 9 | under 10 labels · led by Datadog Log Management at 20% |
| Error and crash monitoring | Developer platform | 0% | 37 of 44 | 100% | 1 | under 10 labels · led by Sentry at 82% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 1 | 3 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Papertrail is considered the best free log management option in 2026” Claude Haiku 4.5 · Logs · budget prompt · first choice
“The cheapest fixed-cost paid option for very small predictable-volume teams.” DeepSeek V4 Flash · Logs · budget prompt · alternative
“Best for Simple/Minimalist Needs: Papertrail” GLM 4.7 FlashX · Logs · budget prompt · alternative
“Choose Papertrail (for small teams)” Qwen 3.7 Flash · Logs · budget prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Many teams try to use Log Management tools as error monitors... Finding a specific exception buried in a wall of `INFO` logs is a nightmare” Qwen 3.7 Flash · Error monitoring · negative prompt · soft negative
“many "free tiers" (e.g., Papertrail 50MB/mo) explode quickly” Grok 4.1 Fast · Logs · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 42 of the 59 answers that named SolarWinds Papertrail and are not a share of its labels.
189 of the 189 domain citations in answers naming SolarWinds Papertrail came from somebody else's page.
Pages are listed as the models cited them.
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It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at solarwinds.com is approved on the spot, any other address is reviewed by hand.
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