Social media management
Asked as “social media management platform”, and as “social media scheduling and monitoring tool”, on behalf of a mid-market B2B company. 49 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
47%
Clear leader
47Sprout Social22Buffer12Oktopost18others
47% of first choices, clear leader.
Since October 2026▲+17Since October 2026: 30% → 47%, +17 points. Past the 11-point floor: movement.Sprout Social held the lead, +17 points on 30%, past the floor.
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
Buffer46%Clear leader▼−5Since October 2026: 51% → 46%, −5 points. Inside the 11-point floor: within noise.Standing →Mid-market
Sprout Social47%Clear leader▲+17Since October 2026: 30% → 47%, +17 points. Past the 11-point floor: movement.This pageEnterprise
Oktopost27%Contested↗new leaderNew leader since October 2026: Oktopost (27%) replaces Sprout Social (26% then, 18% now), 9 points clear, inside the 11-point floor.Standing →
Buffer46%Clear leader▼−5Since October 2026: 51% → 46%, −5 points. Inside the 11-point floor: within noise.Standing →Mid-marketSprout Social47%Clear leader▲+17Since October 2026: 30% → 47%, +17 points. Past the 11-point floor: movement.This pageEnterpriseOktopost27%Contested↗new leaderNew leader since October 2026: Oktopost (27%) replaces Sprout Social (26% then, 18% now), 9 points clear, inside the 11-point floor.Standing →The standing
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. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Sprout Social47%17%63endorsed leader▲+17Since October 2026: 30% → 47%, +17 points. Past the 11-point floor: movement.30% → 47%
Sprout Social47%17%63endorsed leader▲+17Since October 2026: 30% → 47%, +17 points. Past the 11-point floor: movement.30% → 47%02Buffer22%13%52accepted challenger▼−2Since October 2026: 24% → 22%, −2 points. Inside the 11-point floor: within noise.24% → 22%
Buffer22%13%52accepted challenger▼−2Since October 2026: 24% → 22%, −2 points. Inside the 11-point floor: within noise.24% → 22%03Oktopost12%6%16accepted challenger▼−12Since October 2026: 24% → 12%, −12 points. Past the 11-point floor: movement.24% → 12%
Oktopost12%6%16accepted challenger▼−12Since October 2026: 24% → 12%, −12 points. Past the 11-point floor: movement.24% → 12%04
Zoho Social10%3%29accepted challenger▲+8Since October 2026: 2% → 10%, +8 points. Inside the 11-point floor: within noise.2% → 10%
Zoho Social10%3%29accepted challenger▲+8Since October 2026: 2% → 10%, +8 points. Inside the 11-point floor: within noise.2% → 10%05
Agorapulse2%2%40accepted challenger▼−4Since October 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise.6% → 2%
Agorapulse2%2%40accepted challenger▼−4Since October 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise.6% → 2%06
Hootsuite2%29%62criticized challenger▼−4Since October 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise.6% → 2%
Hootsuite2%29%62criticized challenger▼−4Since October 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise.6% → 2%Show the six products at 0%, ordered by negative rate
12
Sprinklr Social0%26%19criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Sprinklr Social0%26%19criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%11
Metricool0%21%19accepted challenger▼−8Since October 2026: 8% → 0%, −8 points. Inside the 11-point floor: within noise.8% → 0%
Metricool0%21%19accepted challenger▼−8Since October 2026: 8% → 0%, −8 points. Inside the 11-point floor: within noise.8% → 0%08
Later0%13%23accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Later0%13%23accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%07
SocialPilot0%11%28accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
SocialPilot0%11%28accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%10
HubSpot Social0%8%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
HubSpot Social0%8%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%09
Sendible0%0%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Sendible0%0%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. 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 fifteen head-to-head pages: the top six products, each against each
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 →
010203040506070809101112Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Sprout Social47%
Sprout Social47%02Buffer22%
Buffer22%03Oktopost12%
Oktopost12%04Zoho Social10%
Zoho Social10%05Agorapulse2%
Agorapulse2%06Hootsuite2%
Hootsuite2%07SocialPilot0%
SocialPilot0%08Later0%
Later0%09Sendible0%
Sendible0%10HubSpot Social0%
HubSpot Social0%11Metricool0%
Metricool0%12Sprinklr Social0%
Sprinklr Social0%What they warned about
Nine of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Perplexity Sonar, Mistral Small, Qwen 3.7 Flash and GPT-6 Luna 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.
Hootsuite29%
18 of 62 labels negative · 12 of 14 models · 4 hard negative
“Note on "Avoid": Platforms like Hootsuite and Sprout Social ... generally outside the scope of a "limited budget."” Qwen 3.7 Flash, budget prompt
Sprout Social17%
11 of 63 labels negative · 8 of 14 models · 2 hard negative
“Note on "Avoid": Platforms like Hootsuite and Sprout Social, while powerful, typically start at $99–$149/month” Qwen 3.7 Flash, budget prompt
Buffer13%
7 of 52 labels negative · 6 of 14 models · 2 hard negative
“Has received negative reviews regarding security and billing practices, including unauthorized charges after account cancellation.” Mistral Small, negative prompt
Metricool21%
4 of 19 labels negative · 4 of 14 models · 2 hard negative
“Users have reported security issues, including hacking and unauthorized access after using the platform.” Mistral Small, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
71 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. 709 links across 241 sites, every framing counted. Ranked by the number of answers carrying the site or page. 15 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Buffer31 answers · 41 citations · 13 models
vendor site · HubSpot29 answers · 32 citations · 8 models
29 answers · 29 citations · 11 models
vendor site · Sprout Social20 answers · 26 citations · 11 models
vendor site · Hootsuite18 answers · 27 citations · 10 models
vendor site · LinkedIn13 answers · 13 citations · 8 models
vendor site · SocialRails12 answers · 14 citations · 8 models
12 answers · 12 citations · 9 models
vendor site · Hootsuite11 answers · 12 citations · 8 models
vendor site · Zapier11 answers · 12 citations · 6 models
10 answers · 14 citations · 7 models
10 answers · 13 citations · 7 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.
29 answers · 8 models
29 answers · 11 models
22 answers · 11 models
12 answers · 9 models
11 answers · 8 models
11 answers · 6 models
10 answers · 7 models
9 answers · 8 models
9 answers · 9 models
8 answers · 5 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 | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Sprout Social sproutsocial.com | 47% | 247 | 49,500 | 719 | 932,473 | 120 | 8 | |
| Buffer buffer.com | 22% | 202 | 90,500 | 35,151 | 966,256 | 18 | ||
| Oktopost oktopost.com | 12% | 167 | 1,000 | 11 | 7,471 | 6 | ||
| Zoho parent site Zoho Social 10% | 10% | 70 | 3,600 | 24 | ||||
| Agorapulse agorapulse.com | 2% | 76 | 3,600 | 35 | 73,939 | 2 | ||
| Hootsuite hootsuite.com | 2% | 220 | 49,500 | 1,036 | 748,222 | 119 | ||
| Publer Professional publer.com | 2% | 14 | ||||||
| Sproutsocial | 2% | |||||||
| SocialPilot socialpilot.co | 0% | 58 | 6,600 | 43 | 93,623 | $3,149 | 21 | |
| Later later.com | 0% | 63 | 74,000 | 108,083 | 549,193 | 35 |
Google's top ten for the two searches hold 15 sites; 3 of them are among the sites the models cited here (linkedin.com, sproutsocial.com, zapier.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 a mid-market B2B company?”Paraphrase“Which social media scheduling and monitoring tool would you recommend to a mid-sized B2B company?”Comparative“What are the top social media management platforms and how do they differ?”Budget-constrained“What is the best social media management platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a social media management platform. What should we look at?”Negative“Which social media management platforms should I avoid or be cautious about?”
Claude Haiku 4.5no first choiceSprout SocialChangedBufferBuffer, Publer Professionalno first choiceagainst: Hootsuite, Planoly
Three alternatives
Agorapulse, DemandBird, HootsuiteSix alternatives
Agorapulse, Hootsuite, Later, Sendible, SocialPilot, Sprout SocialFive alternatives
Metricool, Postoria, Social Champ, SocialBu, Vista SocialGPT-5.4 miniSprout SocialSprout SocialHeldno first choiceBufferagainst: Hootsuite, Later, SocialPilot, Sprout Socialno first choiceagainst: Hootsuite
Three alternatives
Hootsuite, Oktopost, PlanableTwo alternatives
Buffer, HootsuiteOne alternative
Zoho SocialGemini 3.5 FlashOktopostOktopostHeldno first choiceBufferagainst: Hootsuite, Sprout SocialSprout Socialagainst: Hootsuite, Sprout Social
Three alternatives
Agorapulse, Hootsuite, Sprout SocialThree alternatives
Agorapulse, HubSpot Social, Sprout SocialSeven alternatives
Agorapulse, Buffer, Hootsuite, Later, Metricool, Sprinklr Social, Sprout SocialFour alternatives
Meta Business Suite, Metricool, SocialPilot, Zoho SocialFour alternatives
Agorapulse, Emplifi, Hootsuite, Sprinklr SocialPerplexity SonarSprout SocialOktopostChangedBuffer, Hootsuiteagainst: Sprinklr SocialBufferno first choiceagainst: Birdeye, Crowdfire, Hootsuite, SOCi, Sprinklr self-serve
Four alternatives
Buffer, Oktopost, Planable, SocialPilotThree alternatives
Agorapulse, HubSpot Social, Sprout SocialFive alternatives
Agorapulse, HubSpot Social, Later, Metricool, Sprout SocialThree alternatives
Sendible, SocialPilot, Zoho SocialGrok 4.20Sprout Socialagainst: SocialPilot, Zoho SocialSprout SocialHeldno first choiceBufferSprout Socialagainst: Buffer, Khoros, Sprinklr Socialagainst: Hootsuite, Metricool, Sprinklr Social, Sprout Social
Three alternatives
Agorapulse, Hootsuite, HubSpot SocialFive alternatives
Agorapulse, Buffer, Hootsuite, HubSpot Social, SendibleThree alternatives
Later, SocialPilot, Zoho SocialThree alternatives
Hootsuite, HubSpot Social, Zoho SocialMistral SmallSprout SocialHootsuite, Sprout SocialChangedno first choiceBufferno first choiceagainst: Agorapulse, Buffer, Hootsuite, Later, Metricool, Sprout Social
Two alternatives
Hootsuite, OktopostTwo alternatives
Agorapulse, SocialPilotTwo alternatives
Vista Social, Zoho SocialDeepSeek V4 FlashSprout SocialSprout SocialHeldagainst: Hootsuite, Oktopostno first choiceBufferagainst: HootsuiteSprout Socialagainst: Buffer, Sprinklr Socialagainst: Buffer, Hootsuite, Later, Onlypult, Postcron, SocialPilot, Sprout Social
Four alternatives
Agorapulse, Emplifi, Hootsuite, HubSpot Marketing HubOne alternative
AgorapulseTen alternatives
Agorapulse, Buffer, Hootsuite, Later, Loomly, Sendible, SocialPilot, Sprinklr Social, Sprout Social, Zoho SocialOne alternative
Zoho SocialThree alternatives
Hootsuite, Statusbrew, Zoho SocialLlama 4 MaverickOktopostOktopostHeldno first choiceZoho Socialno first choiceagainst: Hootsuite, Instagram, LinkedIn
Three alternatives
Agorapulse, Hootsuite, Sprout SocialFour alternatives
Agorapulse, Hootsuite, PostPlanify, Sprout SocialTwo alternatives
Buffer, Publer ProfessionalQwen 3.7 FlashSprout SocialAgorapulseChangedSprout SocialBuffer, Zoho Socialagainst: Hootsuite, Sprout SocialSproutsocialagainst: Hootsuite, MeetEdgar, Ocoya, RADAAR, Sprinklr Social, Sprout Social
Two alternatives
Agorapulse, OktopostThree alternatives
Buffer, HubSpot Social, Sprout SocialFive alternatives
Agorapulse, Buffer, Hootsuite, Later, SendibleOne alternative
MetricoolThree alternatives
Hootsuite, SendPulse, Sprinklr SocialKimi K2Sprout SocialSprout SocialHeldZoho SocialBufferagainst: Hootsuite, HubSpot Social, Sprout Socialno first choiceagainst: Buffer, Hootsuite, Isocials.co, Social Boost, Sprout Social, TSMA, Trusy.co
Two alternatives
Agorapulse, HootsuiteFour alternatives
Buffer, Hootsuite, Oktopost, PostPlanifySix alternatives
Agorapulse, Buffer, Hootsuite, HubSpot Marketing, Later, Sprout SocialThree alternatives
SocialPilot, Vista Social, Zoho SocialGLM 4.7 FlashXSprout SocialSprout SocialHeldno first choiceZoho Socialno first choiceagainst: Buffer, Metricool, Vista Social
Two alternatives
Agorapulse, HubSpot Social Media Management SoftwareFive alternatives
Agorapulse, Buffer, Hootsuite, HubSpot Social, SocialPilotNine alternatives
Brand24, Buffer, Hootsuite, Later, Loomly, Sendible, SocialPilot, Sprout Social, Zoho SocialFour alternatives
Buffer, Later, Metricool, SocialPilotMiniMax M2.5Sprout SocialSprout SocialHeldHootsuiteBuffer, Zoho Socialno first choiceagainst: EagleFiler, Fan Page Karma, GPlus, Mass Planner, SocialOomph, ViralContentBee
Four alternatives
Agorapulse, Buffer, Hootsuite, Zoho SocialThree alternatives
Agorapulse, Hootsuite, OktopostFour alternatives
Buffer, Later, SEMrush Social, Sprout SocialTwo alternatives
SocialPilot, Vista SocialGPT-6 LunaOktopostSprout SocialChangedno first choiceZoho Socialno first choiceagainst: Hootsuite, Sprout Social
One alternative
Sprout SocialOne alternative
HootsuiteSix alternatives
Agorapulse, Buffer, Hootsuite, Later, Metricool, Sprout SocialOne alternative
BufferMuse Glimmer 30BSprout SocialSprout SocialHeldHootsuite, Sprout SocialBufferno first choiceagainst: Buffer, Hootsuite, Metricool, SocialBu
Three alternatives
Agorapulse, Buffer, HootsuiteTwo alternatives
Hootsuite, OktopostThree alternatives
Buffer, Later, Zoho SocialFour alternatives
Meta Business Suite, Metricool, Publer Professional, Zoho 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.
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 | 2026-11-01 13:57 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:01 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 08:41 | yes | 8 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 13:30 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:46 | yes | 5 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:45 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:59 | yes | 12 | 16 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:04 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:49 | yes | 5 | 24 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:14 | yes | 9 | 36 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:07 | yes | 14 | 26 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:59 | yes | 5 | 32 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:21 | yes | 2 | 12 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:38 | yes | 12 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:37 | yes | 18 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:30 | yes | 5 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 16:35 | no | 0 | 16 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 12:37 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:52 | yes | 5 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:49 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:58 | yes | 25 | 37 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:24 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:59 | no | 0 | 24 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:45 | yes | 13 | 17 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:56 | yes | 13 | 136 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:25 | yes | 15 | 62 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:32 | yes | 3 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:07 | yes | 15 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:14 | yes | 10 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:48 | yes | 6 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:35 | no | 0 | 14 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 09:41 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:09 | yes | 5 | 16 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:29 | yes | 5 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:14 | yes | 15 | 22 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 17:32 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:01 | no | 0 | 29 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:18 | yes | 10 | 29 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:33 | yes | 14 | 162 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:19 | no | 0 | 29 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:34 | yes | 7 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:56 | yes | 12 | 22 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:33 | yes | 10 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:42 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:37 | yes | 10 | 17 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 17:30 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:06 | yes | 5 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:31 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:42 | yes | 17 | 26 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:40 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:32 | yes | 5 | 25 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:51 | yes | 5 | 17 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:35 | yes | 10 | 44 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:08 | yes | 5 | 23 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:07 | yes | 2 | 15 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:23 | yes | 14 | 19 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:56 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:06 | yes | 4 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:37 | no | 0 | 19 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 15:15 | yes | 10 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:38 | yes | 13 | 18 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:46 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:22 | yes | 20 | 42 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:06 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:58 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:08 | yes | 17 | 45 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:23 | yes | 9 | 36 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:12 | no | 0 | 13 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:09 | yes | 3 | 20 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:35 | yes | 14 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:34 | yes | 19 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:29 | yes | 4 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 16:53 | yes | 10 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 09:28 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:47 | yes | 25 | 13 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:46 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:10 | no | 0 | 32 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:28 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:11 | yes | 25 | 45 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:46 | yes | 24 | 38 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:13 | yes | 25 | 97 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:32 | no | 0 | 22 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:18 | yes | 5 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:32 | yes | 24 | 30 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
HubSpot (Marketing Hub) read as HubSpot Social
HubSpot Social Media Software read as HubSpot Social
SEMrush read as SEMrush Social
Sprinklr read as Sprinklr Social
Sprinklr (Self-Serve / Mid-Market) read as Sprinklr Social
Unresolved, counted raw
Adaptlypost
EagleFiler
Falcon.io
Fan Page Karma
GPlus (Google+ Management Tools)
HubSpot Social Media Management Software
Isocials.co
LinkedIn
LinkedIn Official
Mass Planner
Onlypult
Postcron
Postoria
Social Boost
SocialOomph
Sprinklr self-serve
Sproutsocial
TSMA (tsmagrowth.com)
Trusy.co
ViralContentBee
Discontinued, still offered
No shut-down product was recommended here.