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Feature flags · November 2026 Edition

GrowthBook vs PostHog Feature Flags

Three of fourteen models named GrowthBook first on the direct prompt; zero named PostHog Feature Flags. GrowthBook was named by fourteen of the fourteen models and PostHog Feature Flags by thirteen and GrowthBook carries 47 labels and PostHog Feature Flags 35, so the shares are not directly comparable.

GrowthBook

accepted challenger

Named in one category this edition.

PostHog Feature Flags

accepted challenger

Named in one category this edition.

First-choice share14%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%3%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 8; printed, not drawn.
Labels4735A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, GrowthBook 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 GrowthBook · LaunchDarkly vs PostHog Feature Flags · Flagsmith vs GrowthBook

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.
GrowthBookFirst choices, of fourteen modelsPostHog Feature Flags
Direct30
Paraphrase10
Comparative00
Budget-constrained32
Scale-constrained00
Negative102 against GrowthBook · 1 against PostHog Feature Flags
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, GrowthBook and PostHog Feature Flags were named in the same answer seventy-three times, of the 127 answers naming GrowthBook and the 106 naming PostHog Feature Flags. In those answers PostHog Feature Flags took the first choice twelve times and GrowthBook seven.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where GrowthBook and PostHog Feature Flags stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
GrowthBook PostHog Feature Flags first choice named as an alternative argued againstblank: not namedEach cell is one answer, GrowthBook on the left and PostHog Feature Flags on the right.

The direct prompt

The plain question, one answer per model, grouped by where GrowthBook and PostHog Feature Flags stood in it.

GrowthBook first, PostHog Feature Flags not the choice

3 of 14 modelsPostHog Feature Flags was named in the answer but not as the choice, or not at all.
DeepSeek V4 FlashGrowthBook alternatives: Flagsmith, LaunchDarkly, Unleash
Qwen 3.7 FlashConfigCat, GrowthBook alternatives: Flagsmith, Unleash
GLM 4.7 FlashXFlagsmith, GrowthBook alternatives: Split, Unleash

Neither was the first choice, one was named

6 of 14 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniLaunchDarkly alternatives: Flagsmith, GrowthBook, Unleash
Gemini 3.5 FlashStatsig alternatives: Flagsmith, PostHog Feature Flags, Schematic, Unleash
Perplexity SonarLaunchDarkly alternatives: ConfigCat, GrowthBook, Harness FME, Statsig, Unleash
Grok 4.20LaunchDarkly alternatives: Flagsmith, GrowthBook, Harness FME, Statsig, Unleash
Kimi K2Flagsmith, Statsig alternatives: GrowthBook
MiniMax M2.5Flagsmith, LaunchDarkly alternatives: GrowthBook, Split, Unleash

Neither was named

5 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Flagsmith alternatives: Reflag, Statsig
Mistral SmallFlagsmith, Unleash alternatives: ConfigCat, Split
Llama 4 Maverickno first choice
GPT-6 LunaStatsig alternatives: Flagsmith, LaunchDarkly
Muse Glimmer 30BReflag alternatives: Flagsmith, Statsig, WorkOS Feature Flags

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
PostHog Feature Flags leads by twelve points.
PostHog Feature Flags16%#3 of 8
GrowthBook4%#5 of 8
The full small business standing →
Mid-marketThe figures above
The order flips: GrowthBook leads at mid-market.
GrowthBook14%#4 of 8
PostHog Feature Flags4%#7 of 8
The full mid-market standing →
Enterprise
GrowthBook leads by four points.
GrowthBook4%#5 of 10
PostHog Feature Flags0%#10 of 10
The full enterprise standing →

What the models said about GrowthBook

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.

“Any self-hosted option—including Unleash, Flagsmith, or GrowthBook: be cautious” GPT-6 Luna · negative prompt · soft negative
“GrowthBook — full SaaS without viable self-hosting option” DeepSeek V4 Flash · negative prompt · soft negative
“For most mid-market B2B companies, GrowthBook or Flagsmith provide the best balance of features, pricing, and ease of use.” GLM 4.7 FlashX · direct prompt · first choice
“GrowthBook stands out as the best overall value and capability match for mid-market B2B companies.” DeepSeek V4 Flash · direct prompt · first choice
“My default pick: GrowthBook for a small company that wants to keep costs near zero.” GPT-6 Luna · budget prompt · first choice

What the models said about PostHog Feature Flags

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“they're not purely flag-focused—overkill or bloat if that's all you need” Grok 4.20 · negative prompt · soft negative
“For most early-stage companies with a tight budget, PostHog offers the best bang for buck” Qwen 3.7 Flash · budget prompt · first choice
“Choose PostHog or ConfigCat on their managed free tiers.” Gemini 3.5 Flash · budget prompt · first choice
“Choose PostHog when feature flags should live alongside product analytics and session-level product insights.” Perplexity Sonar · comparative prompt · alternative
Also compared

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.