Feature flags · November 2026 Edition
Unleash vs Statsig
One of fourteen models named Unleash first on the direct prompt; three named Statsig. Both were named by all fourteen models and Unleash carries 66 labels and Statsig 46, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share8%8%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate6%7%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 8; printed, not drawn.
Labels6646A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Unleash reading right to left. Rank and label count are printed, not drawn.Flagsmith was named alongside these two in twelve of the fourteen direct answers. LaunchDarkly vs Unleash · LaunchDarkly vs Statsig · Flagsmith vs Unleash
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 feature flags page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
UnleashFirst choices, of fourteen modelsStatsig
Direct13
Paraphrase21
Comparative10
Budget-constrained10
Scale-constrained001 against Unleash
Negative003 against Unleash · 3 against Statsig
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 November 2026 Edition, Unleash and Statsig were named in the same answer 116 times, of the 192 answers naming Unleash and the 133 naming Statsig. In those answers Statsig took the first choice five times and Unleash four.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Unleash and Statsig 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 | | | | |
Unleash Statsig first choice named as an alternative argued againstblank: not namedEach cell is one answer, Unleash on the left and Statsig on the right.The direct prompt
The plain question, one answer per model, grouped by where Unleash and Statsig stood in it.
Unleash first, Statsig not the choice
1 of 14 modelsStatsig was named in the answer but not as the choice, or not at all.Mistral SmallFlagsmith, Unleash alternatives: ConfigCat, Split
Statsig first, Unleash an alternative
3 of 14 modelsUnleash was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashStatsig alternatives: Flagsmith, PostHog Feature Flags, Schematic, Unleash
Kimi K2Flagsmith, Statsig alternatives: GrowthBook
GPT-6 LunaStatsig alternatives: Flagsmith, LaunchDarkly
Neither was the first choice, one was named
9 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Flagsmith alternatives: Reflag, Statsig
GPT-5.4 miniLaunchDarkly alternatives: Flagsmith, GrowthBook, Unleash
Perplexity SonarLaunchDarkly alternatives: ConfigCat, GrowthBook, Harness FME, Statsig, Unleash
Grok 4.20LaunchDarkly alternatives: Flagsmith, GrowthBook, Harness FME, Statsig, Unleash
DeepSeek V4 FlashGrowthBook alternatives: Flagsmith, LaunchDarkly, Unleash
Qwen 3.7 FlashConfigCat, GrowthBook alternatives: Flagsmith, Unleash
GLM 4.7 FlashXFlagsmith, GrowthBook alternatives: Split, Unleash
MiniMax M2.5Flagsmith, LaunchDarkly alternatives: GrowthBook, Split, Unleash
Muse Glimmer 30BReflag alternatives: Flagsmith, Statsig, WorkOS Feature Flags
Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.Llama 4 Maverickno first choice
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
Mid-marketThe figures above
Level: the same share of first choices.
Unleash8%#5 of 8Statsig8%#6 of 8Enterprise
The order flips: Unleash leads at enterprise.
Unleash16%#2 of 10Statsig0%#6 of 10What the models said about Unleash
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Caution: While Unleash is a popular open-source option, it uses local SDK caching for low-latency flag checks... Unleash may not be the best fit.” Mistral Small · negative prompt · soft negative
“Any self-hosted option—including Unleash, Flagsmith, or GrowthBook: be cautious if nobody on your team can own upgrades” GPT-6 Luna · negative prompt · soft negative
“Platforms like older versions of Unleash (self-hosted) require significant DevOps overhead.” Qwen 3.7 Flash · negative prompt · soft negative
“Start with LaunchDarkly for enterprise needs or Unleash/Flagsmith for flexibility/open-source.” Grok 4.20 · comparative prompt · first choice
“Start with Flagsmith or Unleash if you have engineering resources for self-hosting” Claude Haiku 4.5 · budget prompt · first choice
“Flagsmith and Unleash are the best choices” Mistral Small · direct prompt · first choice
What the models said about Statsig
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“be cautious if you only need basic toggles, or if your traffic generates lots of billable events” GPT-6 Luna · negative prompt · soft negative
“Statsig for example received feedback that debugging variant assignments gets complicated” Qwen 3.7 Flash · negative prompt · soft negative
“sometimes called out for being "immature" in governance or having hidden scaling costs” Grok 4.20 · negative prompt · soft negative
“Go with Statsig if you want the best balance of price, advanced feature flagging, and integrated metrics” Gemini 3.5 Flash · paraphrase prompt · first choice
“For most mid-market B2B companies, Statsig or Flagsmith hit the sweet spot” Kimi K2 · direct prompt · first choice
“For a typical mid-market B2B SaaS company, I'd start with Statsig.” GPT-6 Luna · direct prompt · first choice
Also compared
LaunchDarkly vs UnleashLaunchDarkly vs StatsigFlagsmith vs UnleashFlagsmith vs StatsigConfigCat vs UnleashConfigCat vs StatsigGrowthBook vs UnleashGrowthBook vs StatsigUnleash vs PostHog Feature FlagsUnleash vs SplitStatsig vs PostHog Feature FlagsStatsig vs SplitAll twenty-eight head-to-head pages and the full feature flags 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.