Social media management for enterprise buyers
Asked as “social media management platform”, and as “social media scheduling and monitoring tool”, on behalf of an enterprise B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
26%
Contested · Sprinklr Social 20%
26Sprout Social20Sprinklr Social19Oktopost35others
26% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: Sprout Social (27%) replaces Sprinklr Social (26% then, 23% now), 4 points clear, inside the 11-point floor.Sprout Social leads at 27%, replacing Sprinklr Social, which led at 26% and stands at 23% now: 4 points clear, inside the floor, so the swap reads as unsettled.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
Buffer51%Clear leader▲+16Since September 2026: 35% → 51%, +16 points. Past the 11-point floor: movement. Read over the models both editions asked.Standing →Mid-market
Sprout Social30%Contested▼−3Since September 2026: 37% → 34%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseSprout Social26%Contested↗new leaderNew leader since September 2026: Sprout Social (27%) replaces Sprinklr Social (26% then, 23% now), 4 points clear, inside the 11-point floor.This page
Buffer51%Clear leader▲+16Since September 2026: 35% → 51%, +16 points. Past the 11-point floor: movement. Read over the models both editions asked.Standing →Mid-marketSprout Social30%Contested▼−3Since September 2026: 37% → 34%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseSprout Social26%Contested↗new leaderNew leader since September 2026: Sprout Social (27%) replaces Sprinklr Social (26% then, 23% now), 4 points clear, inside the 11-point floor.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Sprout Social26%19%67accepted challenger▲+8Since September 2026: 20% → 27%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.20% → 27%
Sprout Social26%19%67accepted challenger▲+8Since September 2026: 20% → 27%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.20% → 27%02
Sprinklr Social20%20%55accepted challenger▼−3Since September 2026: 26% → 23%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.26% → 23%
Sprinklr Social20%20%55accepted challenger▼−3Since September 2026: 26% → 23%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.26% → 23%03
Oktopost19%0%22accepted challenger▲+1Since September 2026: 15% → 17%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.15% → 17%
Oktopost19%0%22accepted challenger▲+1Since September 2026: 15% → 17%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.15% → 17%04
Hootsuite17%19%64accepted challenger▲+6Since September 2026: 9% → 15%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 15%
Hootsuite17%19%64accepted challenger▲+6Since September 2026: 9% → 15%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 15%05
Emplifi2%0%12accepted challenger▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 2%
Emplifi2%0%12accepted challenger▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 2%06
Khoros2%26%19criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
Khoros2%26%19criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%Show the three products at 0%, ordered by negative rate
09Buffer0%88%16criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Buffer0%88%16criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%08
Agorapulse0%58%12criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Agorapulse0%58%12criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%07
Brandwatch0%10%21accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Brandwatch0%10%21accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-one head-to-head pages: the top seven products, each against each
Sprout Social vs AgorapulseSprout Social vs HootsuiteSprout Social vs Zoho SocialBuffer vs OktopostBuffer vs MetricoolBuffer vs AgorapulseBuffer vs HootsuiteBuffer vs Zoho SocialOktopost vs MetricoolOktopost vs AgorapulseOktopost vs HootsuiteOktopost vs Zoho SocialMetricool vs AgorapulseMetricool vs HootsuiteMetricool vs Zoho SocialAgorapulse vs HootsuiteAgorapulse vs Zoho SocialHootsuite vs Zoho Social
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
010203040506070809Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Sprout Social26%
Sprout Social26%02Sprinklr Social20%
Sprinklr Social20%03Oktopost19%
Oktopost19%04Hootsuite17%
Hootsuite17%05Emplifi2%
Emplifi2%06Khoros2%
Khoros2%07Brandwatch0%
Brandwatch0%08Agorapulse0%
Agorapulse0%09Buffer0%
Buffer0%What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Buffer88%
14 of 16 labels negative · 11 of 14 models · 7 hard negative
“Tools optimized for simple scheduling or per-channel pricing, e.g., Buffer and similar creator-first solutions, will hit governance, cost and analytics limits” Muse Glimmer 30B, negative prompt
Sprout Social19%
13 of 67 labels negative · 10 of 14 models · 6 hard negative
“you'll want to avoid the industry-standard per-seat pricing models used by most enterprise tools (like Sprout Social at ~$79–$499/user/mo” Qwen 3.7 Flash, budget prompt
Hootsuite19%
12 of 64 labels negative · 9 of 14 models · 4 hard negative
“Large enterprises should avoid or be cautious about Hootsuite, Agorapulse, Buffer, and Later due to security, reliability, and support concerns.” Mistral Small, negative prompt
Sprinklr Social20%
11 of 55 labels negative · 8 of 14 models · 2 hard negative
“**Sprinklr** | Custom/quote-only | Recently discontinued self-serve; enterprise-only focus” Kimi K2, budget prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
78 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1073 links across 242 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · Buffer48 answers · 58 citations · 12 models
vendor site · Hootsuite38 answers · 72 citations · 12 models
vendor site · Sprout Social35 answers · 47 citations · 11 models
vendor site · LinkedIn34 answers · 50 citations · 12 models
vendor site · SocialRails34 answers · 49 citations · 11 models
vendor site · Sprinklr28 answers · 42 citations · 12 models
vendor site · HubSpot28 answers · 35 citations · 10 models
vendor site · NapoleonCat22 answers · 23 citations · 9 models
vendor site · Vista Social21 answers · 25 citations · 9 models
vendor site · Hootsuite19 answers · 23 citations · 8 models
17 answers · 24 citations · 8 models
vendor site · Planable16 answers · 20 citations · 12 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
45 answers · 12 models
30 answers · 11 models
30 answers · 10 models
26 answers · 10 models
21 answers · 11 models
20 answers · 9 models
18 answers · 8 models
14 answers · 6 models
14 answers · 6 models
13 answers · 7 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best social media management platform”, “social media management platform”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| Sprout Social sproutsocial.com | 26% | 276 | 49,500 | 719 | 932,473 | 120 | 8 |
| Sprinklr Social sprinklr.com | 20% | 80 | 140 | 40 | 331,213 | 4 | |
| Oktopost oktopost.com | 19% | 158 | 1,000 | 11 | 7,471 | 6 | |
| Hootsuite hootsuite.com | 17% | 236 | 49,500 | 1,036 | 748,222 | 119 | |
| Planable planable.io | 4% | 34 | 5,400 | 59 | 69,879 | 25 | 3 |
| Vista Social vistasocial.com | 4% | 38 | 4,400 | 1,410 | 38,709 | 12 | |
| Sendible sendible.com | 4% | 31 | 2,400 | 29 | 74,061 | 21 | |
| Emplifi emplifi.io | 2% | 17 | 2,400 | 215 | 24,667 | 9 | |
| Khoros khoros.ai | 2% | 26 | 1,300 | 55 | 647 | ||
| SOCi meetsoci.com | 2% | 91 | 14,800 | 168 | 249,940 |
Google's top ten for the two searches hold 15 sites; 3 of them are among the sites the models cited here (linkedin.com, planable.io, sproutsocial.com). The first result for “best social media management platform” is zapier.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best social media management platform for an enterprise B2B company?”Paraphrase“Which social media scheduling and monitoring tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade social media management platforms and how do they differ?”Budget-constrained“What is the best social media management platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a social media management platform. What should we look at?”Negative“Which social media management platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5OktopostHootsuiteChangedno first choiceSprinklr Social, Sprout SocialKhorosnothing named
Four alternatives
Hootsuite, Sprinklr Social, Sprout Social, Vista SocialOne alternative
Sprout SocialGPT-5.4 miniSprinklr SocialSprinklr SocialHeldSprinklr SocialHootsuiteagainst: Sprout Socialno first choicenothing named
Four alternatives
Brandwatch, Emplifi, Hootsuite, Sprout SocialTwo alternatives
Brandwatch, HootsuiteFive alternatives
Birdeye, Emplifi, Hootsuite, SOCi, Sprout SocialGemini 3.5 FlashOktopostOktopostHeldSprinklr SocialSOCiagainst: Hootsuite, Sprout SocialSprinklr Socialagainst: Buffer, Hootsuite, Khoros, Later, LinkedIn Page Admin, Loomly, Meta Business Suite, Metricool, Planoly, Publer Professional, Sprinklr Social, TikTok Creator Center, X
Two alternatives
Sprinklr Social, Sprout SocialTwo alternatives
Sprinklr Social, Sprout SocialFive alternatives
Brandwatch, Emplifi, Hootsuite, Oktopost, Sprout SocialSeven alternatives
Cloud Campaign, EveryoneSocial, GaggleAMP, Mixpost, Planable, Sprinklr Distributed, StatusbrewThree alternatives
Brandwatch, Hootsuite, Sprout SocialPerplexity SonarOktopostagainst: Sprinklr SocialHootsuiteChangedagainst: LaterHootsuite, Sprout SocialPlanableagainst: Agorapulse, Hootsuite, Zoho Socialno first choiceagainst: Agorapulse, Buffer
One alternative
Sprout SocialOne alternative
Sprout SocialThree alternatives
Birdeye, HubSpot Marketing Hub, Zoho SocialOne alternative
Sprout SocialGrok 4.1 FastHootsuite, Sprout SocialSprinklr SocialChangedHootsuite, Sprinklr SocialSprinklr Socialagainst: Agorapulse, Buffer, PostPlanify, Sprout Social, Vista SocialSprinklr Social, Sprout Socialagainst: Agorapulse, Bufferagainst: Brandwatch, Buffer, Later, SocialPilot
Three alternatives
Brandwatch, HubSpot Marketing Hub, OktopostTwo alternatives
Hootsuite, Sprout SocialFour alternatives
Brandwatch, Khoros, Salesforce Marketing Cloud, Sprout SocialThree alternatives
Brandwatch, Hootsuite, KhorosFour alternatives
Brandwatch, Hootsuite, Khoros, Salesforce Marketing CloudMistral SmallOktopostHootsuite, Sprout SocialChangedHootsuiteSendibleagainst: Hootsuite, Sprinklr Social, Sprout Socialno first choiceagainst: Agorapulse, Buffer, Hootsuite, Later
Three alternatives
Agorapulse, Hootsuite, Sprout SocialOne alternative
BrandwatchSix alternatives
Agorapulse, HubSpot Marketing Hub, Khoros Social Media Management, Sprinklr Social, Sprout Social, Zoho SocialDeepSeek V4 FlashOktopostSprout SocialChangedSprinklr SocialHootsuite, Planableagainst: Blogger/Buffer/Agorapulse, Sprinklr Social, Sprout Socialno first choiceagainst: Buffer, Hootsuite, Later, Sendible, SocialPilot, Zoho Social
Two alternatives
Sprinklr Social, Sprout SocialFour alternatives
Hootsuite, Khoros, Oktopost, Sprinklr SocialFive alternatives
Brandwatch, Emplifi, Hootsuite, Khoros, Sprout SocialLlama 4 Maverickno first choiceSprout SocialChangedSprout SocialHootsuite, NapoleonCat, Sprout Socialno first choiceagainst: Brandwatch, Sprinklr Social
One alternative
HubSpot Marketing HubQwen 3.7 FlashSprout SocialSprinklr Social, Sprout SocialChangedSprinklr SocialVista Socialagainst: Hootsuite, Khoros, Sprinklr Social, Sprout Socialno first choiceagainst: Buffer, Later, Planogram
Three alternatives
Brandwatch, Hootsuite, Sprinklr SocialTwo alternatives
Brandwatch, HootsuiteFour alternatives
Emplifi, Hootsuite, Khoros, Sprout SocialOne alternative
PlanableKimi K2Oktopost, Sprout Socialagainst: Sprinklr SocialSprinklr SocialChangedagainst: Sprout SocialSprinklr SocialEmplifiagainst: Agorapulse, Hootsuite, Sprinklr Social, Sprout Socialno first choiceagainst: Sprout Social, Vista Socialagainst: Buffer, Hootsuite, Khoros, Sprinklr Social
One alternative
HootsuiteOne alternative
HootsuiteFour alternatives
Emplifi, Hootsuite, Khoros, Sprout SocialThree alternatives
Brandwatch, Khoros, SendibleOne alternative
HootsuiteGLM 4.7 FlashXSprinklr SocialSprout SocialChangedagainst: BufferSprout Socialagainst: HootsuiteSprinklr Socialno first choiceagainst: Buffer
Four alternatives
Hootsuite, Khoros, Oktopost, Sprout SocialOne alternative
Sprinklr SocialThree alternatives
Brandwatch, HubSpot Social, Sprinklr SocialTwo alternatives
Hootsuite, Sprout SocialMiniMax M2.5Oktopost, Sprout SocialSprout SocialChangedno first choiceVista Socialagainst: Agorapulse, Hootsuite, Sprout Socialno first choiceagainst: Buffer
Two alternatives
HubSpot Social, Sprinklr SocialThree alternatives
Hootsuite, Sociabble, Sprinklr SocialTwo alternatives
PostPlanify, SendibleGPT-6 LunaOktopostHootsuiteChangedSprinklr Socialagainst: KhorosHootsuiteagainst: Sprout Socialno first choiceagainst: Buffer, Later
Two alternatives
Sprinklr Social, Sprout SocialThree alternatives
Parliament, Sprinklr Social, Sprout SocialFive alternatives
Brandwatch, Emplifi, Hootsuite, Meltwater, Sprout SocialOne alternative
Sprinklr SocialMuse Glimmer 30BOktopostSprout SocialChangedSprinklr SocialSendibleagainst: Hootsuite, Khoros, Salesforce, Sprinklr Social, Sprout Socialno first choiceagainst: Buffer, Sprinklr Social, Sprout Social
Two alternatives
Sprinklr Social, Sprout SocialTwo alternatives
Hootsuite, Sprinklr SocialFive alternatives
Brandwatch, Hootsuite, Khoros, Meltwater, Sprout SocialTwo alternatives
PostPlanify, Vista SocialBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:48 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:39 | yes | 5 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:38 | yes | 13 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 07:50 | yes | 20 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:47 | yes | 24 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:44 | yes | 5 | 2 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:33 | yes | 20 | 20 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:05 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:06 | no | 0 | 26 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:33 | yes | 10 | 21 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:29 | yes | 9 | 51 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:09 | yes | 11 | 36 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:24 | yes | 3 | 12 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:25 | yes | 14 | 30 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:34 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:21 | yes | 3 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:05 | yes | 8 | 19 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 11:42 | yes | 20 | 5 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:31 | yes | 21 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:02 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:49 | yes | 24 | 24 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:16 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:38 | yes | 5 | 19 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:27 | yes | 10 | 20 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:19 | yes | 13 | 18 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:26 | yes | 14 | 33 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:39 | yes | 3 | 18 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:55 | yes | 15 | 20 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:04 | yes | 16 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:05 | yes | 4 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:44 | yes | 21 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 08:13 | yes | 17 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:12 | yes | 23 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:33 | yes | 11 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:44 | yes | 25 | 48 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:30 | yes | 5 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:16 | yes | 10 | 52 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:40 | yes | 17 | 31 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:57 | yes | 24 | 131 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:18 | no | 0 | 12 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:30 | yes | 6 | 30 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:17 | yes | 25 | 49 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:16 | yes | 17 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:17 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:58 | yes | 23 | 33 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 13:03 | yes | 20 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:25 | yes | 18 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:59 | yes | 17 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:13 | yes | 25 | 30 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:12 | yes | 5 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:37 | yes | 9 | 39 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 14:11 | yes | 22 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:14 | yes | 21 | 29 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:16 | yes | 19 | 45 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:54 | yes | 3 | 23 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:57 | yes | 20 | 30 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:40 | yes | 17 | 10 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:55 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:08 | no | 0 | 16 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 10:12 | yes | 19 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:02 | yes | 15 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:28 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:56 | yes | 14 | 32 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:21 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:15 | no | 0 | 35 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:36 | yes | 23 | 40 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:49 | yes | 11 | 26 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:00 | yes | 5 | 23 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:47 | yes | 4 | 22 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:11 | yes | 12 | 29 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:18 | yes | 16 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:14 | yes | 2 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:27 | yes | 10 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 13:06 | yes | 20 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:51 | yes | 21 | 17 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:46 | yes | 12 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:21 | yes | 24 | 36 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:48 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 14:13 | yes | 14 | 34 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:15 | yes | 24 | 27 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:43 | yes | 22 | 125 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:32 | yes | 23 | 48 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:03 | yes | 3 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:27 | yes | 23 | 35 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
HubSpot read as HubSpot Social
Sprinklr read as Sprinklr Social
Unresolved, counted raw
Blogger/Buffer/Agorapulse (mid-market)
HubSpot Social Media
Khoros Social Media Management
LinkedIn Page Admin
Mixpost
Planogram
Salesforce
Sprinklr Distributed
TikTok Creator Center
Discontinued, still offered
No shut-down product was recommended here.