1 category · RankedConfigCat
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Feature flags | Developer platform | 17% | 3 of 31 | 11% | 36 | accepted challenger |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 1 | 3 | 0 | 0 | 4 |
| Perplexity Sonar | 1 | 0 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 2 | 1 | 0 | 3 |
| Mistral Small | 1 | 0 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 5 | 0 | 0 | 5 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 2 | 0 | 1 | 4 |
| Kimi K2 | 1 | 1 | 1 | 1 | 4 |
| GLM 4.7 FlashX | 1 | 1 | 0 | 1 | 3 |
| MiniMax M2.5 | 1 | 1 | 1 | 0 | 3 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“the best default choice is usually ConfigCat if you want the simplest low-cost managed service” Perplexity Sonar · Feature flags · budget prompt · first choice
“The Best "All-Rounder": ConfigCat ... strikes the best balance between power and simplicity” Qwen 3.7 Flash · Feature flags · direct prompt · first choice
“ConfigCat is probably the best default choice for a mid-market B2B company.” GPT-5.4 mini · Feature flags · direct prompt · first choice
“Offers a "Forever Free" plan, making it the lowest-cost entry point.” Mistral Small · Feature flags · budget prompt · first choice
And against it
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.
“Platforms with significant limitations or red flags: - ConfigCat: ... its pricing model is criticized for being expensive as you scale” Mistral Small · Feature flags · negative prompt · hard negative
“Lighterweight option may lack advanced governance, stats, and enterprise features for regulated environments.” GLM 4.7 FlashX · Feature flags · negative prompt · soft negative
“ConfigCat - Operational Limitations - Limited A/B testing capabilities” Kimi K2 · Feature flags · negative prompt · soft negative
“Why to be cautious: Limited Maturity and Experimentation Depth.” Qwen 3.7 Flash · Feature flags · negative prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 98 of the 113 answers that named ConfigCat and are not a share of its labels.
Domains cited
376 of the 422 domain citations in answers naming ConfigCat came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
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