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Feature flags · November 2026 Edition

Flagsmith vs PostHog Feature Flags

Five of fourteen models named Flagsmith first on the direct prompt; zero named PostHog Feature Flags. Flagsmith was named by fourteen of the fourteen models and PostHog Feature Flags by thirteen and Flagsmith carries 63 labels and PostHog Feature Flags 35, so the shares are not directly comparable.

Flagsmith

accepted challenger

Named in one category this edition.

PostHog Feature Flags

accepted challenger

Named in one category this edition.

First-choice share22%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate6%3%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#7A position in a field of 8; printed, not drawn.
Labels6335A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Flagsmith reading right to left. Rank and label count are printed, not drawn.Unleash was named alongside these two in nine of the fourteen direct answers. LaunchDarkly vs Flagsmith · LaunchDarkly vs PostHog Feature Flags · Flagsmith vs ConfigCat

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.
FlagsmithFirst choices, of fourteen modelsPostHog Feature Flags
Direct50
Paraphrase30
Comparative10
Budget-constrained32
Scale-constrained00
Negative004 against Flagsmith · 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, Flagsmith and PostHog Feature Flags were named in the same answer ninety-two times, of the 177 answers naming Flagsmith and the 106 naming PostHog Feature Flags. In those answers PostHog Feature Flags took the first choice thirteen times and Flagsmith seventeen.

Every model, every framing

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

The direct prompt

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

Flagsmith first, PostHog Feature Flags not the choice

5 of 14 modelsPostHog Feature Flags was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Flagsmith alternatives: Reflag, Statsig
Mistral SmallFlagsmith, Unleash alternatives: ConfigCat, Split
Kimi K2Flagsmith, Statsig alternatives: GrowthBook
GLM 4.7 FlashXFlagsmith, GrowthBook alternatives: Split, Unleash
MiniMax M2.5Flagsmith, LaunchDarkly alternatives: GrowthBook, Split, Unleash

Neither was the first choice, one was named

7 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
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
GPT-6 LunaStatsig alternatives: Flagsmith, LaunchDarkly
Muse Glimmer 30BReflag alternatives: Flagsmith, Statsig, WorkOS Feature Flags

Neither was named

2 of 14 modelsThe answer made no first choice from these two in this category.
Perplexity SonarLaunchDarkly alternatives: ConfigCat, GrowthBook, Harness FME, Statsig, Unleash
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
Flagsmith leads by eleven points.
Flagsmith27%#2 of 8
PostHog Feature Flags16%#3 of 8
The full small business standing →
Mid-marketThe figures above
Flagsmith leads by eighteen points.
Flagsmith22%#2 of 8
PostHog Feature Flags4%#7 of 8
The full mid-market standing →
Enterprise
Flagsmith leads by four points.
Flagsmith4%#4 of 10
PostHog Feature Flags0%#10 of 10
The full enterprise standing →

What the models said about Flagsmith

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

“Flagsmith, for example, documents API-request limits on managed infrastructure and different pricing tiers” GPT-5.4 mini · negative prompt · soft negative
“Flagsmith provides bucketing but may require a separate analytics system to determine experiment winners” Perplexity Sonar · negative prompt · soft negative
“Strong for self-hosting, but cloud versions can have scaling hiccups if not configured well” Grok 4.20 · negative prompt · soft negative
“I'd generally recommend Flagsmith if you want the best balance of capability, cost control, and deployment flexibility” GPT-5.4 mini · paraphrase prompt · first choice
“Flagsmith is an ideal fit for mid-sized SaaS teams that want developer control without enterprise-level pricing.” Claude Haiku 4.5 · direct prompt · first choice
“Flagsmith and Unleash are the best choices due to their flexibility, cost, and robust feature sets” Mistral Small · direct 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.