Social media management · October 2026 Edition
Buffer vs Oktopost
Zero of fourteen models named Buffer first on the direct prompt; seven named Oktopost. Buffer was named by fourteen of the fourteen models and Oktopost by thirteen and Buffer carries 48 labels and Oktopost 21, so the shares are not directly comparable.
Named in nine categories this edition.
Named in four categories this edition.
First-choice share24%24%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate21%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 11; printed, not drawn.
Labels4821A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Buffer reading right to left. Rank and label count are printed, not drawn.Sprout Social was named alongside these two in twelve of the fourteen direct answers. Sprout Social vs Buffer · Sprout Social vs Oktopost · Buffer vs Metricool
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 social media management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
BufferFirst choices, of fourteen modelsOktopost
Direct071 against Buffer
Paraphrase052 against Buffer
Comparative20
Budget-constrained120
Scale-constrained001 against Buffer
Negative206 against Buffer
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Buffer and Oktopost 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 | | | | | |
Buffer Oktopost first choice named as an alternative argued againstblank: not namedEach cell is one answer, Buffer on the left and Oktopost on the right.The direct prompt
The plain question, one answer per model, grouped by where Buffer and Oktopost stood in it.
Oktopost first, Buffer not the choice
7 of 14 modelsBuffer was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashOktopost alternatives: Agorapulse, HubSpot Social
Grok 4.20Oktopost alternatives: Agorapulse, Hootsuite, Sprout Social
DeepSeek V4 FlashOktopost alternatives: Agorapulse, Sprout Social
Llama 4 MaverickOktopost alternatives: SocialPilot
Kimi K2Oktopost alternatives: Hootsuite, Sprout Social
GPT-6 LunaOktopost alternatives: Hootsuite, Sprout Social
Muse Glimmer 30BOktopost alternatives: Agorapulse, Hootsuite, Metricool, Sprout Social
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarSprout Social alternatives: Hootsuite, Oktopost, SocialPilot, Sprinklr Social
Mistral SmallSprout Social alternatives: Hootsuite, Oktopost
Qwen 3.7 FlashSprout Social alternatives: Agorapulse, Oktopost
GLM 4.7 FlashXSprout Social alternatives: Agorapulse, Hootsuite, HubSpot Social, Oktopost
MiniMax M2.5Sprout Social alternatives: Oktopost, SocialPilot, Sprinklr Social
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Sprout Social alternatives: DemandBird, Hootsuite, Metricool
GPT-5.4 miniAgorapulse alternatives: Hootsuite, Sprout Social
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
Buffer leads by thirty-nine points.
Buffer51%#1 of 12Oktopost12%#2 of 12Mid-marketThe figures above
Level: the same share of first choices.
Buffer24%#2 of 11Oktopost24%#3 of 11Enterprise
The order flips: Oktopost leads at enterprise.
Oktopost19%#3 of 9Buffer0%#9 of 9What the models said about Buffer
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Reports of security concerns ... unauthorized charges post-cancellation, and frequent post failures” Grok 4.20 · negative prompt · hard negative
“Buffer's public incident history shows multiple disruptions in 2025–2026, including duplicate scheduled posts” GPT-5.4 mini · negative prompt · soft negative
“Posts occasionally fail to publish despite appearing scheduled... power users often outgrow it quickly” Qwen 3.7 Flash · negative prompt · soft negative
“For most small companies just starting out, Buffer or Metricool provide the best combination of ease-of-use, essential features, and low cost.” Qwen 3.7 Flash · budget prompt · first choice
“Best overall value: Buffer offers a robust free plan and affordable per-channel pricing ($6 per month), making it the top choice for small teams.” Muse Glimmer 30B · budget prompt · first choice
“Buffer is the best all-around choice because it offers a free plan and low-cost paid plans starting at $6 per month per channel” Perplexity Sonar · budget prompt · first choice
What the models said about Oktopost
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Oktopost is the most aligned fit because it builds campaigns around the buyer journey and ties social activity to CRM data.” Muse Glimmer 30B · paraphrase prompt · first choice
“My pick: Oktopost—if your company wants social to support B2B pipeline, LinkedIn reach, and employee advocacy.” GPT-6 Luna · direct prompt · first choice
“Oktopost is the top recommendation. It was built from the ground up specifically for B2B enterprises.” Gemini 3.5 Flash · paraphrase prompt · first choice
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.