Employee advocacy platforms for enterprise buyers
Asked as “employee advocacy platform”, and as “tool for employees to share company content on social”, on behalf of an enterprise B2B company. 55 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
42%
Clear leader
42EveryoneSocial20Oktopost16DSMN822others
42% of first choices, clear leader.
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 fourteen models, for an enterprise 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.
For buyers
All twenty-one head-to-head pages: the top seven products, each against each
DSMN8 vs GaggleAMPDSMN8 vs SociuuDSMN8 vs PostBeyondOktopost vs EveryoneSocialOktopost vs TaplioOktopost vs GaggleAMPOktopost vs SociuuOktopost vs PostBeyondEveryoneSocial vs TaplioEveryoneSocial vs GaggleAMPEveryoneSocial vs SociuuEveryoneSocial vs PostBeyondTaplio vs GaggleAMPTaplio vs SociuuTaplio vs PostBeyondGaggleAMP vs SociuuGaggleAMP vs PostBeyondSociuu vs PostBeyond
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
10Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01EveryoneSocial42%
EveryoneSocial42%02Oktopost20%
Oktopost20%03DSMN816%
DSMN816%04GaggleAMP9%
GaggleAMP9%05Haiilo4%
Haiilo4%06Sociabble2%
Sociabble2%07Hootsuite Amplify0%
Hootsuite Amplify0%08Sprout Social Employee Advocacy0%
Sprout Social Employee Advocacy0%09Sprout Social0%
Sprout Social0%10PostBeyond0%
PostBeyond0%What they warned about
Five of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Grok 4.1 Fast, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, MiniMax M2.5 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.
Hootsuite Amplify34%
12 of 35 labels negative · 9 of 14 models · 4 hard negative
“Are expensive add-ons to existing tools rather than purpose-built solutions (Hootsuite Amplify, Sprout Social Advocacy)” Kimi K2, negative prompt
GaggleAMP24%
9 of 38 labels negative · 8 of 14 models · 4 hard negative
“This platform has documented enterprise readiness issues. A recent enterprise review noted "Strong concept, but Not Ready for Enterprise Deployment"” Claude Haiku 4.5, negative prompt
EveryoneSocial13%
9 of 69 labels negative · 8 of 14 models · 1 hard negative
“What to Avoid (for your use case) | EveryoneSocial | Quote-based, per-registered user | No published price” GLM 4.7 FlashX, budget prompt
DSMN812%
6 of 49 labels negative · 6 of 14 models · 3 hard negative
“Platforms to Avoid (Limited Enterprise Fit or Consistent Low Marks) - **DSMN8**: Frequently criticized for restrictive sharing limits” Grok 4.1 Fast, negative 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
81 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. 1079 links across 179 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 · Supergrow45 answers · 48 citations · 12 models
vendor site · Guideflow41 answers · 48 citations · 12 models
40 answers · 45 citations · 13 models
vendor site · Hootsuite38 answers · 46 citations · 11 models
36 answers · 65 citations · 14 models
vendor site · Hey Sid35 answers · 35 citations · 11 models
vendor site · DSMN834 answers · 47 citations · 12 models
vendor site · Postbeam32 answers · 34 citations · 12 models
vendor site · MagicPost30 answers · 36 citations · 11 models
28 answers · 30 citations · 10 models
vendor site · EveryoneSocial22 answers · 32 citations · 11 models
vendor site · Flockler21 answers · 24 citations · 10 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.
43 answers · 12 models
36 answers · 11 models
36 answers · 13 models
35 answers · 11 models
34 answers · 12 models
31 answers · 12 models
30 answers · 11 models
26 answers · 10 models
24 answers · 10 models
18 answers · 10 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 employee advocacy platform”, “employee advocacy 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 |
|---|---|---|---|---|---|---|---|
| EveryoneSocial everyonesocial.com | 42% | 168 | 880 | 8 | 18,478 | ||
| Oktopost oktopost.com | 20% | 158 | 1,000 | 11 | 7,471 | 6 | 8 |
| DSMN8 dsmn8.com | 16% | 120 | 390 | 3 | 1,591 | 23 | 9 |
| GaggleAMP gaggleamp.com | 9% | 102 | 480 | 0 | 2,583 | 3 | |
| Haiilo haiilo.com | 4% | 47 | 320 | 5 | |||
| Sociabble sociabble.com | 2% | 97 | 320 | 2 | 24,668 | 1 | 2 |
| Vulse vulse.co | 2% | 37 | 260 | 0 | 273 | 0 | |
| Parliament | 2% | ||||||
| Smarp | 2% | ||||||
| Hailio | 2% |
Google's top ten for the two searches hold 17 sites; 5 of them are among the sites the models cited here (dsmn8.com, flockler.com, learn.g2.com, magicpost.in, supergrow.ai). The first result for “best employee advocacy platform” is marketbeam.io.
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 employee advocacy platform for an enterprise B2B company?”Paraphrase“Which tool for employees to share company content on social would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade employee advocacy platforms and how do they differ?”Budget-constrained“What is the best employee advocacy 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 an employee advocacy platform. What should we look at?”Negative“Which employee advocacy platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5DSMN8ParliamentChangedSociabbleGaggleAMP, Haiiloagainst: EveryoneSocial, Hootsuite AmplifyEveryoneSocialagainst: GaggleAMP
Three alternatives
EveryoneSocial, Oktopost, VulseThree alternatives
DSMN8, EveryoneSocial, OctopostFive alternatives
Firstup, Haiilo, Hootsuite Amplify, Oktopost, SprinklrOne alternative
SociabbleGPT-5.4 miniOktopostOktopostHeldno first choiceGaggleAMPagainst: Sprout Socialno first choicenothing named
Four alternatives
DSMN8, EveryoneSocial, GaggleAMP, Sprout Social Employee AdvocacyTwo alternatives
Hootsuite Amplify, Sprout Social Employee AdvocacyOne alternative
SociuuGemini 3.5 FlashOktopostEveryoneSocialChangedEveryoneSocialagainst: Hootsuite Parliament, Sprout Social Employee AdvocacyGaggleAMPno first choiceagainst: Clearview Social, Firstup, GaggleAMP, Haiilo, Hootsuite Amplify, SocialToaster, Sprout Social Employee Advocacy
Five alternatives
DSMN8, EveryoneSocial, Hootsuite Parliament, Sociabble, Sprout SocialFour alternatives
DSMN8, Oktopost, Sociabble, SupergrowFour alternatives
DSMN8, GaggleAMP, Oktopost, SociabbleThree alternatives
Apostle, DSMN8, EveryoneSocialPerplexity SonarOktopostagainst: DSMN8OktopostHeldDSMN8EveryoneSocialno first choiceagainst: EveryoneSocial, Hootsuite Amplify, LinkedIn employee advocacy-style approaches, Sprout Social advocacy add-on
Two alternatives
Parliament, SharebeeTwo alternatives
Hootsuite, SprinklrFive alternatives
Ambassify, Clearview Social, EveryoneSocial, GaggleAMP, SprinklrOne alternative
SprinklrGrok 4.1 FastDSMN8DSMN8, EveryoneSocialChangedagainst: OktopostDSMN8, EveryoneSocialagainst: Dynamic SignalEveryoneSocialagainst: PostbeamDSMN8, EveryoneSocial, Sociabbleagainst: Bambu, DSMN8, GaggleAMP, Heyoo.ai, Hootsuite Amplify, Sharebee, Smarp, Vulse
Four alternatives
EveryoneSocial, Hootsuite Amplify, Oktopost, SociabbleOne alternative
Hootsuite Amplify/ParliamentFour alternatives
Hootsuite Amplify, Oktopost, Sharebee, SociabbleThree alternatives
DSMN8, Hootsuite Parliament, SociabbleMistral SmallEveryoneSocialEveryoneSocialHeldDSMN8GaggleAMPagainst: DSMN8, EveryoneSocial, SociabbleEveryoneSocialnothing named
Three alternatives
Oktopost, PostBeyond, SharebeeSix alternatives
EveryoneSocial, Hootsuite Amplify, OnBrand, Sociabble, Sprout Social, VulseFour alternatives
Dynamic Signal, PostBeyond, Smarp, SociabbleDeepSeek V4 FlashOktopostSmarpChangedagainst: Hootsuite AmplifyDSMN8Hailioagainst: DSMN8, GaggleAMP, Hootsuite Amplify, MagicPost, OktopostEveryoneSocialagainst: GaggleAMP, Haiilo, Hootsuite Amplify, PostBeyond, Sharepoint-based advocates, Sprout Social's advocacy add-on, Yammer add-ons
Two alternatives
EveryoneSocial, GaggleAMPTwo alternatives
EveryoneSocial, OktopostSeven alternatives
EveryoneSocial, GaggleAMP, Haiilo, Hootsuite Amplify, Oktopost, Sociabble, Sprout Social Employee AdvocacyTwo alternatives
EveryoneSocial, SociabbleFive alternatives
DSMN8, Hootsuite Amplify, Oktopost, Sociabble, Sprout Social Employee AdvocacyLlama 4 MaverickEveryoneSocialno first choiceChangedno first choiceDSMN8EveryoneSocialagainst: GaggleAMP, Hootsuite Amplify, Sprout Social's advocacy add-on
Four alternatives
DSMN8, GaggleAMP, Oktopost, PostBeyondOne alternative
OnBrandQwen 3.7 FlashOktopostagainst: Parliament, Sprout Social Employee AdvocacyEveryoneSocialChangedEveryoneSocialHaiilono first choiceagainst: EveryoneSocial, Hootsuite Amplify
Two alternatives
Ambo, EveryoneSocialOne alternative
GaggleAMPFive alternatives
Clearview Social, DSMN8, GaggleAMP, Oktopost, SharewaveOne alternative
EveryoneSocialKimi K2EveryoneSocial, OktopostDSMN8, EveryoneSocialChangedagainst: Hootsuite AmplifyDSMN8DSMN8against: Ambassify, EveryoneSocial, Hootsuite, Ordinal, PostBeyond, Sociabble, Sprout SocialDSMN8, EveryoneSocialagainst: Sprinklr Advocacyagainst: Firstup, GaggleAMP, Hootsuite Amplify, PostBeyond, Sprout Social Employee Advocacy
Three alternatives
GaggleAMP, PostBeyond, SociabbleOne alternative
OktopostFive alternatives
EveryoneSocial, GaggleAMP, Hootsuite Amplify, Oktopost, SociabbleOne alternative
GaggleAMPTwo alternatives
Sociabble, Sprout Social Employee AdvocacyGLM 4.7 FlashXEveryoneSocialEveryoneSocialHeldDSMN8, EveryoneSocialVulseagainst: DSMN8, EveryoneSocial, Hootsuite Amplify, Oktopost, Sociabbleno first choiceagainst: EveryoneSocial, Hootsuite, Sprout Social, Supergrow
Two alternatives
DSMN8, OktopostThree alternatives
GaggleAMP, Hootsuite Amplify, OktopostEight alternatives
GaggleAMP, Hootsuite Amplify, Octopost, Postbeam, Sociabble, Sprout Social, Supergrow, Vista SocialTwo alternatives
Clearview Social, PostbeamMiniMax M2.5OktopostEveryoneSocialChangedEveryoneSocialEveryoneSocialno first choicenothing named
One alternative
EveryoneSocialOne alternative
Hootsuite AmplifySix alternatives
DSMN8, Haiilo, Hootsuite Amplify, Oktopost, Sociabble, SupergrowOne alternative
SociabbleGPT-6 LunaOktopostOktopostHeldDSMN8, EveryoneSocialGaggleAMPagainst: EveryoneSocial, Sociabbleno first choiceagainst: GaggleAMP, Hootsuite
Two alternatives
EveryoneSocial, ParliamentOne alternative
DSMN8Five alternatives
Haiilo, Hootsuite Parliament, Oktopost, Sociabble, Sprout Social Employee AdvocacyMuse Glimmer 30BDSMN8, EveryoneSocialEveryoneSocialChangedDynamic Signal, EveryoneSocialEveryoneSocialagainst: Postbeamno first choiceagainst: DSMN8, EveryoneSocial, GaggleAMP, Haiilo, Hootsuite Amplify/Parliament, PostBeyond, Sociabble, Sprout Social advocacy add-on, Taplio
Three alternatives
Hootsuite Amplify, Oktopost, Sprout Social Employee AdvocacyOne alternative
DSMN8Six alternatives
DSMN8, Hootsuite Amplify, Hootsuite Parliament, Oktopost, Sociabble, Sprout Social Employee AdvocacyThree alternatives
DSMN8, Haiilo, SociabbleBold 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 | 2026-10-05 00:33 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:19 | yes | 6 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:26 | yes | 10 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:39 | yes | 16 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:45 | yes | 24 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:34 | yes | 14 | 9 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:31 | yes | 22 | 34 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:23 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:42 | yes | 10 | 21 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:05 | yes | 20 | 30 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:09 | yes | 20 | 75 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:03 | yes | 12 | 37 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:49 | yes | 3 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:54 | yes | 13 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:25 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:16 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:14 | yes | 11 | 19 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 22:14 | yes | 20 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:18 | yes | 23 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:58 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:43 | yes | 21 | 25 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:21 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:51 | yes | 8 | 36 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:51 | yes | 14 | 14 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:56 | yes | 14 | 23 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:41 | yes | 5 | 24 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:33 | yes | 2 | 18 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:37 | yes | 13 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:15 | yes | 9 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:23 | yes | 6 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:07 | yes | 14 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 22:43 | yes | 15 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:22 | yes | 23 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:55 | yes | 7 | 15 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:24 | yes | 19 | 60 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:05 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:45 | yes | 15 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:01 | yes | 20 | 41 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:25 | yes | 22 | 57 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:12 | yes | 7 | 23 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:54 | yes | 7 | 35 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:19 | yes | 24 | 36 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:40 | yes | 15 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:30 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:39 | yes | 21 | 30 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:16 | yes | 16 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:48 | yes | 18 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:18 | yes | 16 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:28 | yes | 16 | 52 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:35 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:10 | yes | 5 | 27 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:53 | yes | 16 | 69 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:28 | yes | 23 | 21 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:22 | yes | 16 | 37 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:28 | yes | 2 | 15 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:09 | yes | 16 | 32 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:22 | yes | 19 | 13 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:35 | yes | 1 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:55 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 01:02 | yes | 16 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:28 | yes | 14 | 12 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:23 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:34 | yes | 25 | 51 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:50 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:09 | no | 0 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:23 | yes | 25 | 55 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:41 | yes | 12 | 94 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:32 | yes | 5 | 13 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:13 | yes | 4 | 28 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:40 | yes | 14 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:24 | yes | 25 | 13 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:17 | yes | 6 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:46 | yes | 17 | 31 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:05 | yes | 19 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:58 | yes | 20 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:43 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:21 | yes | 21 | 37 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:55 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:17 | yes | 13 | 20 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:44 | yes | 22 | 32 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:11 | yes | 23 | 38 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:44 | yes | 18 | 25 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:59 | yes | 5 | 25 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:35 | yes | 21 | 31 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
Sprout Social Advocacy read as Sprout Social Employee Advocacy
Unresolved, counted raw
Apostle
DSM8
Gaggle AMP
Hailio
LinkedIn employee advocacy-style approaches
Postiz
Sharepoint-based advocates
Sharewave
Shareworthy
Sprinklr Advocacy
Sprout Social Advocacy formerly Bambu
Sprout Social's Employee Advocacy
Supergrow.ai
Yammer add-ons
Discontinued, still offered
No shut-down product was recommended here.