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. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
37%
Contested · Buffer 20%
37Sprout Social20Buffer15Agorapulse28others
37% of first choices, contested.
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.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the four products at 0%, ordered by negative rate
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-eight head-to-head pages: the top eight products, each against each
Sprout Social vs MetricoolSprout Social vs HootsuiteSprout Social vs SendibleSprout Social vs SocialPilotBuffer vs AgorapulseBuffer vs OktopostBuffer vs MetricoolBuffer vs HootsuiteBuffer vs SendibleBuffer vs SocialPilotAgorapulse vs OktopostAgorapulse vs MetricoolAgorapulse vs HootsuiteAgorapulse vs SendibleAgorapulse vs SocialPilotOktopost vs MetricoolOktopost vs HootsuiteOktopost vs SendibleOktopost vs SocialPilotMetricool vs HootsuiteMetricool vs SendibleMetricool vs SocialPilotHootsuite vs SendibleHootsuite vs SocialPilotSendible vs SocialPilot
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 →
01
02
03
04
05
06
07
08
09
10
11
12Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Sprout Social37%
Sprout Social37%02Buffer20%
Buffer20%03Agorapulse15%
Agorapulse15%04Oktopost9%
Oktopost9%05Metricool7%
Metricool7%06Hootsuite2%
Hootsuite2%07Sendible2%
Sendible2%08SocialPilot2%
SocialPilot2%09Later0%
Later0%10Zoho Social0%
Zoho Social0%11Vista Social0%
Vista Social0%12Sprinklr Social0%
Sprinklr Social0%What they warned about
Five of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Kimi K2 and GLM 4.7 FlashX 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.
Hootsuite25%
14 of 55 labels negative · 11 of 12 models · 8 hard negative
“Hootsuite: Highest risk score (34/100) due to a long history of pricing complaints, including aggressive auto-renewals, surprise charges after cancellation, and refund difficulties.” Grok 4.20, negative prompt
Sprinklr Social58%
11 of 19 labels negative · 7 of 12 models · 3 hard negative
“Enterprise platform with complex, potentially exploitative pricing structures” Mistral Small, negative prompt
Sprout Social14%
8 of 56 labels negative · 6 of 12 models · 3 hard negative
“Avoid Enterprise Schedulers: Platforms like Hootsuite, Sprout Social, or HubSpot ... entry-level plans often start at $100–$250+ per month” Gemini 3.5 Flash, budget prompt
Buffer14%
6 of 44 labels negative · 6 of 12 models · 1 hard negative
“Buffer is too basic for team monitoring.” Grok 4.20, paraphrase prompt
What they cite
Four of the twelve models returned a source list in this edition: four return the pages they cited.
Sites the answers cite
22 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 293 links across 147 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
vendor site · Sprout Social12 answers · 14 citations · 4 models
vendor site · Buffer11 answers · 12 citations · 4 models
vendor site · Zapier11 answers · 12 citations · 3 models
vendor site · Hootsuite9 answers · 10 citations · 4 models
vendor site · Hootsuite8 answers · 11 citations · 4 models
vendor site · Reddit6 answers · 10 citations · 2 models
6 answers · 9 citations · 3 models
vendor site · NapoleonCat6 answers · 8 citations · 2 models
vendor site · Planable6 answers · 6 citations · 2 models
vendor site · Social Champ6 answers · 6 citations · 3 models
vendor site · LinkedIn5 answers · 5 citations · 1 model
4 answers · 4 citations · 2 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.
11 answers · 3 models
9 answers · 4 models
5 answers · 3 models
5 answers · 1 model
4 answers · 1 model
4 answers · 2 models
4 answers · 4 models
4 answers · 4 models
3 answers · 1 model
3 answers · 1 model
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 | 37% | 247 | 49,500 | 719 | 932,473 | 120 | 8 | |
| Buffer buffer.com | 20% | 202 | 90,500 | 35,151 | 966,256 | 18 | ||
| Agorapulse agorapulse.com | 15% | 76 | 3,600 | 35 | 73,939 | 2 | ||
| Oktopost oktopost.com | 9% | 167 | 1,000 | 11 | 7,471 | 6 | ||
| Metricool metricool.com | 7% | 51 | 40,500 | 158 | 184,691 | 66 | ||
| Hootsuite hootsuite.com | 2% | 220 | 49,500 | 1,036 | 748,222 | 119 | ||
| Sendible sendible.com | 2% | 33 | 2,400 | 29 | 74,061 | 21 | ||
| SocialPilot socialpilot.co | 2% | 58 | 6,600 | 43 | 93,623 | $3,149 | 21 | |
| Planable planable.io | 2% | 30 | 5,400 | 59 | 69,879 | 25 | 3 | |
| Publer Professional publer.com | 2% | 14 |
Google's top ten for the two searches hold 15 sites; 7 of them are among the sites the models cited here (efficient.app, learn.g2.com, linkedin.com, planable.io, reddit.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 4.5Sprout SocialDemandBird, PlanableChangedno first choiceSocialPilotno first choiceagainst: Buffer, Hootsuite, Later, Sprinklr Social
Two alternatives
Hootsuite, OktopostThree alternatives
Hootsuite, Oktopost, Sprout SocialThree alternatives
Meta Business Suite, Social Champ, SocialBuGPT-5.4 miniAgorapulseagainst: BufferAgorapulseHeldno first choiceBufferagainst: Hootsuite, Sprout Socialno first choicenothing named
Two alternatives
Hootsuite, Sprout SocialThree alternatives
Brandwatch, Hootsuite, Sprout SocialSix alternatives
Buffer, Hootsuite, HubSpot Social, Later, SocialPilot, Sprout SocialOne alternative
Zoho SocialGemini 3.5 FlashOktopostagainst: Sprinklr SocialOktopostHeldBuffer, Sprout SocialBuffer, Metricoolagainst: Hootsuite, HubSpot Social, Sprout SocialSprout Socialagainst: Sprinklr Socialagainst: Hootsuite, Meltwater, Sprinklr Social, Sprout Social, Workplace from Meta
Four alternatives
Agorapulse, Hootsuite, HubSpot Social, Sprout SocialTwo alternatives
Agorapulse, Sprout SocialThree alternatives
Agorapulse, Hootsuite, LaterFour alternatives
Planable, Publer Professional, SocialBee, Zoho SocialTwo alternatives
Brandwatch, HootsuitePerplexity SonarSprout Socialagainst: Sprinklr SocialSprout SocialHeldno first choiceBufferno first choiceagainst: Crowdfire, Hootsuite
Five alternatives
Agorapulse, Hootsuite, Oktopost, Sendible, SocialPilotThree alternatives
Agorapulse, Buffer, OktopostNine alternatives
Agorapulse, Buffer, Hootsuite, Iconosquare, Later, Metricool, Planable, Sendible, Sprout SocialTwo alternatives
Vista Social, Zoho SocialGrok 4.20Sprout SocialAgorapulseChangedagainst: Buffer, Oktopostno first choiceBufferagainst: SocialPilotAgorapulse, Hootsuite, Sprout Socialagainst: Crowdfire, Hootsuite, MeetEdgar, Metricool
Seven alternatives
Agorapulse, Buffer, Hootsuite, HubSpot Social, Oktopost, Sendible, SocialPilotThree alternatives
Hootsuite, SocialPilot, Sprout SocialFour alternatives
Metricool, Publer Professional, Social Champ, Zoho SocialThree alternatives
Sendible, SocialPilot, Sprinklr SocialMistral SmallSprout SocialOktopostChangedHootsuite, Sprout SocialBuffer, Metricoolno first choiceagainst: CoSchedule, Crowdfire, Hootsuite, MeetEdgar, Sprinklr Social
Two alternatives
Agorapulse, OktopostTwo alternatives
Buffer, DemandBirdSix alternatives
Buffer, Later, Metricool, Ordinal, Typefully, Vista SocialThree alternatives
Later, PostEverywhere, SocialBeeDeepSeek V4 FlashSprout SocialAgorapulse, Sprout SocialChangedHootsuite, Sprout SocialBufferagainst: Hootsuite, Sprinklr Social, Sprout SocialSprout Socialagainst: Khoros, Sprinklr Socialagainst: Buffer, CoSchedule, Crowdfire, Hootsuite, Later, MeetEdgar, Sprinklr Social, Sprout Social
Two alternatives
Agorapulse, OktopostFive alternatives
Brand24, Loomly, Mention, Oktopost, PlanableEight alternatives
Agorapulse, Buffer, Later, Metricool, Publer Professional, SocialBee, SocialPilot, Sprinklr SocialFour alternatives
Later, Metricool, Postoria, Zoho SocialThree alternatives
Agorapulse, Emplifi, HootsuiteLlama 4 MaverickSprout SocialSendibleChangedno first choicePubler Professionalno first choicenothing named
One alternative
OktopostFour alternatives
Agorapulse, Hootsuite, Sprout Social, Zoho SocialTen alternatives
Agorapulse, Buffer, Hootsuite, Iconosquare, Metricool, Ordinal, Sendible, Sprout Social, Typefully, Vista SocialTwo alternatives
Buffer, LaterQwen 3.7 FlashSprout SocialSprout SocialHeldBuffer, HootsuiteMetricoolagainst: HootsuiteSprout Socialagainst: Bufferagainst: Adobe Express, Canva, Hootsuite, InstaBoost, Sprout Social
Two alternatives
Hootsuite, SendibleTwo alternatives
Oktopost, SendibleSix alternatives
Agorapulse, Later, Metricool, Sendible, Sprout Social, Vista SocialThree alternatives
Buffer, Later, Meta Business SuiteThree alternatives
Agorapulse, Hootsuite, PlanableKimi K2OktopostAgorapulseChangedno first choiceBufferno first choiceagainst: Hootsuite, Later, MeetEdgar, Planoly, Salesforce Social Studio, SocialBee, Sprout Social
Three alternatives
Hootsuite, SocialPilot, Sprout SocialThree alternatives
Metricool, Sprout Social, Vista SocialSeven alternatives
Agorapulse, Buffer, Hootsuite, Later, Metricool, SocialPilot, Sprout SocialFour alternatives
Later, Metricool, SocialPilot, Zoho SocialSix alternatives
Agorapulse, Hootsuite, Khoros, Sprinklr Social, Sprout Social, Vista SocialGLM 4.7 FlashXSprout SocialAgorapulseChangedagainst: Buffer, Hootsuite, SocialPilotBuffer, Hootsuite, Sprout SocialBufferno first choiceagainst: Brandwatch, Khoros, Sked Social, SociaMonials, Sprinklr Social
Two alternatives
Hootsuite, OktopostOne alternative
Sprout SocialFive alternatives
HubSpot Marketing Hub, SocialPilot, Tailwind, Vista Social, Zoho SocialThree alternatives
Later, SocialPilot, Zoho SocialMiniMax M2.5Sprout SocialSprout SocialHeldSprout SocialBufferno first choiceagainst: Crowdfire, Hootsuite, MeetEdgar, Planoly, Sprinklr Social, Sprout Social, Zoho Social
Three alternatives
Agorapulse, Hootsuite, SocialPilotFour alternatives
Agorapulse, Hootsuite, HubSpot Social, MentionFour alternatives
Agorapulse, Buffer, Hootsuite, LaterThree alternatives
Metricool, Sendible, SocialBeeBold 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.
Seventy-two 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 | 2026-09-15 03:57 | yes | 7 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:47 | yes | 5 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:03 | yes | 15 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-14 23:54 | yes | 20 | 5 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:21 | yes | 0 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:18 | yes | 0 | 9 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 03:23 | yes | 0 | 19 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:48 | yes | 0 | 1 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:22 | yes | 0 | 49 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:10 | yes | 0 | 31 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:49 | yes | 0 | 77 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:39 | yes | 0 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:49 | yes | 8 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:20 | yes | 4 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:01 | yes | 18 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 02:22 | yes | 20 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-14 23:32 | yes | 0 | 14 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:06 | yes | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:14 | yes | 0 | 24 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:11 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:55 | yes | 0 | 31 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:12 | yes | 0 | 43 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:37 | yes | 0 | 91 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:04 | no | 0 | 12 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:08 | yes | 15 | 15 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:21 | yes | 4 | 5 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:17 | yes | 9 | 21 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 03:10 | yes | 20 | 7 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:21 | yes | 0 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:08 | yes | 0 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 02:05 | yes | 0 | 32 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:11 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:35 | yes | 0 | 20 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:44 | yes | 0 | 46 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:38 | yes | 0 | 55 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:58 | yes | 0 | 12 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 22:56 | yes | 7 | 6 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:13 | yes | 3 | 3 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:23 | yes | 21 | 17 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 03:55 | yes | 20 | 6 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 00:32 | yes | 0 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:12 | yes | 0 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 01:00 | yes | 0 | 38 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:26 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:14 | no | 0 | 35 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:08 | yes | 0 | 14 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:12 | yes | 0 | 16 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:22 | yes | 0 | 10 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:34 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:53 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:44 | yes | 7 | 21 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 01:43 | yes | 20 | 6 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-14 22:54 | yes | 0 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:59 | yes | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 02:15 | yes | 0 | 50 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:38 | yes | 0 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:33 | yes | 0 | 44 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:50 | yes | 0 | 44 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:50 | yes | 0 | 18 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:45 | no | 0 | 9 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:24 | yes | 26 | 12 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:07 | yes | 5 | 9 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 22:56 | yes | 19 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 04:55 | yes | 20 | 7 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 02:22 | yes | 0 | 6 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:13 | yes | 0 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 23:33 | yes | 0 | 31 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:11 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:49 | no | 0 | 43 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:17 | yes | 0 | 58 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:04 | yes | 0 | 51 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 05:04 | yes | 0 | 11 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
HubSpot read as HubSpot Social
HubSpot Social Media Tools read as HubSpot Social
Sprinklr read as Sprinklr Social
Sprinklr (Sprinklr Social) read as Sprinklr Social
Unresolved, counted raw
Facebook Creator Studio
HipSocial
InstaBoost
Postoria
Salesforce
SchedPilot
SociaMonials
TweetDeck
Workplace from Meta
Discontinued, still offered
No shut-down product was recommended here.