Marketing resource management
Asked as “marketing resource management platform”, and as “marketing planning, budgeting and calendar tool”, on behalf of a mid-market 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
24%
Contested · ClickUp 13%
24Wrike for Marketing13ClickUp09Teamwork.com55others
24% 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 fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01
Wrike for Marketing24%14%49accepted challengernewNew since September 2026: not ranked then, 24% now.
Wrike for Marketing24%14%49accepted challengernewNew since September 2026: not ranked then, 24% now.03
monday.com Work Management9%18%44accepted challengernewNew since September 2026: not ranked then, 9% now.
monday.com Work Management9%18%44accepted challengernewNew since September 2026: not ranked then, 9% now.Show the two products at 0%, ordered by negative rate
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.
Head to head
All twenty-eight head-to-head pages: the top eight products, each against each
Wrike for Marketing vs UptempoWrike for Marketing vs AsanaWrike for Marketing vs SmartsheetWrike for Marketing vs ScreendragonClickUp vs monday.com Work ManagementClickUp vs Teamwork.comClickUp vs UptempoClickUp vs AsanaClickUp vs SmartsheetClickUp vs Screendragonmonday.com Work Management vs Teamwork.commonday.com Work Management vs Uptempomonday.com Work Management vs Asanamonday.com Work Management vs Smartsheetmonday.com Work Management vs ScreendragonTeamwork.com vs UptempoTeamwork.com vs AsanaTeamwork.com vs SmartsheetTeamwork.com vs ScreendragonUptempo vs AsanaUptempo vs SmartsheetUptempo vs ScreendragonAsana vs SmartsheetAsana vs ScreendragonSmartsheet vs Screendragon
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
0203
04
05
06
07
08
09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Wrike for Marketing24%
Wrike for Marketing24%02ClickUp13%
ClickUp13%03monday.com Work Management9%
monday.com Work Management9%04Teamwork.com9%
Teamwork.com9%05Uptempo7%
Uptempo7%06Asana4%
Asana4%07Smartsheet4%
Smartsheet4%08Screendragon2%
Screendragon2%09Aprimo2%
Aprimo2%10Bynder0%
Bynder0%11Adobe Workfront0%
Adobe Workfront0%What they warned about
Zero of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, 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.
Aprimo45%
17 of 38 labels negative · 10 of 14 models · 1 hard negative
“**Avoid Aprimo** unless you have enterprise-scale resources and 6+ months for implementation” Kimi K2, negative prompt
Adobe Workfront54%
13 of 24 labels negative · 9 of 14 models · 2 hard negative
“**Opaque pricing** - Difficult to understand costs without detailed consultation” GLM 4.7 FlashX, negative prompt
Asana26%
10 of 38 labels negative · 8 of 14 models · 1 hard negative
“they are not true MRMs... trying to force Asana or Monday.com to act as your MRM will result in "tool sprawl."” Gemini 3.5 Flash, negative prompt
monday.com Work Management18%
8 of 44 labels negative · 7 of 14 models · 2 hard negative
“**Missing features** - Users report limitations like messaging contacts and seat requirements” GLM 4.7 FlashX, 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
79 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. 1112 links across 229 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.
57 answers · 63 citations · 13 models
45 answers · 96 citations · 14 models
vendor site · Teamwork.com44 answers · 49 citations · 13 models
37 answers · 42 citations · 11 models
29 answers · 29 citations · 11 models
26 answers · 32 citations · 10 models
vendor site · ClickUp22 answers · 31 citations · 10 models
vendor site · Mailmodo21 answers · 21 citations · 9 models
vendor site · Guideflow20 answers · 21 citations · 9 models
19 answers · 23 citations · 10 models
vendor site · GetApp18 answers · 22 citations · 8 models
18 answers · 19 citations · 8 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.
49 answers · 13 models
34 answers · 12 models
29 answers · 11 models
29 answers · 11 models
22 answers · 9 models
21 answers · 9 models
21 answers · 9 models
20 answers · 12 models
17 answers · 9 models
15 answers · 8 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 marketing resource management platform”, “marketing resource 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 |
|---|---|---|---|---|---|---|---|---|
| Wrike for Marketing wrike.com | 24% | 130 | 20 | 0 | 703,499 | $21,691 | 50 | |
| ClickUp clickup.com | 13% | 202 | 201,000 | 1,733 | 322,021 | $1,470 | 120 | |
| monday Work Management monday.com monday.com Work Management 9%, monday Work Management 4% | 13% | 125 | 320 | 2 | 691,961 | $164 | 119 | 4 |
| Teamwork.com teamwork.com | 9% | 52 | 1,900 | 23 | 467,278 | 16 | ||
| Uptempo uptempo.io | 7% | 48 | 9,900 | 2,872 | 5,750 | |||
| Asana asana.com | 4% | 150 | 301,000 | 6,012 | 1,486,362 | $110,925 | 113 | |
| HubSpot parent site HubSpot Marketing Hub 4% | 4% | 934 | 368,000 | 9,776 | ||||
| Smartsheet smartsheet.com | 4% | 38 | 301,000 | 4,614 | 826,824 | $1,585 | 69 | |
| Marmind marmind.com | 4% | 17 | 9 | |||||
| Screendragon screendragon.com | 2% | 40 | 390 | 3 | 2,722 | 39 |
Google's top ten for the two searches hold 18 sites; 4 of them are among the sites the models cited here (g2.com, getapp.com, thecmo.com, thedigitalprojectmanager.com). The first result for “best marketing resource management platform” is growthmethod.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 marketing resource management platform for a mid-market B2B company?”Paraphrase“Which marketing planning, budgeting and calendar tool would you recommend to a mid-sized B2B company?”Comparative“What are the top marketing resource management platforms and how do they differ?”Budget-constrained“What is the best marketing resource management platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a marketing resource management platform. What should we look at?”Negative“Which marketing resource management platforms should I avoid or be cautious about?”
Claude Haiku 4.5Wrike for MarketingHubSpot Marketing Hub, UptempoChangedno first choiceTeamwork.comno first choiceagainst: Adobe Campaign, Aprimo, BrandMaker, Brandfolder, Canto, Filecamp
Three alternatives
Asana, HubSpot Marketing Hub, monday.com Work ManagementThree alternatives
Asana, ClickUp, monday.com Work ManagementFive alternatives
Hive, ResourceSpace, Trello, monday Work Management, monday.com Work ManagementGPT-5.4 miniLythoagainst: Aprimo, WorkfrontHusky Marketing PlannerChangedAdobe Workfront, AprimoAsanano first choiceagainst: Aprimo, Lytho, Opal, Uptempo
One alternative
monday Work ManagementFour alternatives
Asana, IntelligenceBank Marketing Planner, Workday Adaptive Planning, Wrike for MarketingFive alternatives
Asana, Optimizely Content Marketing Platform, The Ansira Platform, Wrike for Marketing, monday AI Work PlatformTwo alternatives
Wrike for Marketing, monday.com Work ManagementGemini 3.5 FlashWrike for Marketingagainst: Adobe Workfront, Airtable, Aprimo, TrelloUptempoChangedAprimoClickUpagainst: Allocadia, Aprimo, Optimizely CMS, Screendragonmonday.com Work Managementagainst: Adobe Workfront, Aprimoagainst: Adobe Workfront, Aprimo, Asana, ClickUp, HCL Unica, SAS Customer Intelligence, Uptempo, monday.com Work Management
Four alternatives
Optimizely Content Marketing Platform, Screendragon, Uptempo, monday.com Work ManagementFour alternatives
Marmind, Storyflow, Wrike for Marketing, monday.com Work ManagementFive alternatives
Adobe Workfront, Screendragon, Uptempo, Wrike for Marketing, monday.com Work ManagementThree alternatives
Teamhood, Wrike for Marketing, monday.com Work ManagementFive alternatives
Asana, Lytho, Optimizely Content Marketing Platform, Screendragon, Wrike for MarketingPerplexity SonarUptempoHubSpot Marketing HubChangedagainst: Adobe Marketo Engageno first choiceagainst: Wrike for Marketing, monday.com Work ManagementClickUp, monday Work Managementagainst: Allocadiano first choiceagainst: Adobe Marketo Engage, Adobe Workfront, Airtable, Asana, Censhare, ClickUp, GanttPRO, HubSpot Marketing Hub, Marmind, Marvia, Oracle Eloqua, Salesforce Marketing Cloud, Scoro, Smartsheet, monday.com Work Management
Five alternatives
HubSpot Marketing Hub, Lytho, Teamwork.com, Wrike for Marketing, monday Work ManagementOne alternative
AsanaGrok 4.1 FastWrike for MarketingMarmindChangedAsanaClickUpagainst: Adobe Workfront, Aprimono first choiceagainst: Adobe Workfront, Aprimo, Asana, Wrike for Marketing
Three alternatives
HubSpot Marketing Hub, Teamwork.com, monday.com Work ManagementFour alternatives
Asana, Productive.io, Wrike for Marketing, monday.com Work ManagementFour alternatives
Aprimo, Screendragon, Wrike for Marketing, monday.com Work ManagementThree alternatives
Asana, ResourceSpace, Wrike for MarketingThree alternatives
Aprimo, Teamwork.com, monday.com Work ManagementMistral SmallScreendragonWrike for MarketingChangedOpalResourceSpaceno first choiceagainst: Adobe Workfront, Aprimo, Wrike for Marketing, monday.com Work Management
Two alternatives
Teamwork.com, monday.com Work ManagementTwo alternatives
Allocadia, CoScheduleThree alternatives
Aprimo, Screendragon, Wrike for MarketingFour alternatives
ClickUp, GanttPRO, Teamwork.com, TrelloDeepSeek V4 FlashWrike for MarketingClickUpChangedagainst: SmartsheetAdobe Workfront, Aprimoagainst: AsanaClickUpWrike for Marketingagainst: Aprimo, Workfrontagainst: Admation, Adobe Workfront, Aprimo, Bynder, Celoxis, Contentful, Monday.com MRM, Salsify, Wrike for Marketing
Four alternatives
Asana, ClickUp, Screendragon, monday.com Work ManagementFive alternatives
CoSchedule Marketing Suite, Marmind, Planful for Marketing, Wrike for Marketing, monday.com Work ManagementFour alternatives
Teamwork.com, Workamajig, Wrike for Marketing, monday.com Work ManagementTwo alternatives
GanttPRO, TrelloThree alternatives
Asana, Opal, monday.com Work ManagementLlama 4 Maverickno first choiceStoryflowChangedno first choicemonday.com Work Managementno first choiceagainst: inMotionNow
Six alternatives
ClickUp, CoSchedule, Enji, Smartsheet, Wrike for Marketing, monday.com Work ManagementQwen 3.7 FlashSmartsheet, Teamwork.comagainst: ScreendragonWrike for MarketingChangedScreendragonagainst: Asana, ClickUpClickUpagainst: MarcomCentral, Workfrontno first choiceagainst: Asana Base Plans, Trelloagainst: Asana, Brandfolder, Bynder, ClickUp, Oracle Siebel Marketing, SAP, Salesforce Marketing Cloud, Trello, monday.com Work Management
One alternative
UptempoThree alternatives
Asana, Smartsheet, monday.com Work ManagementThree alternatives
Aprimo, Marvia, OpalThree alternatives
Coda, Trello, Zoho ProjectsKimi K2Wrike for Marketingagainst: AsanaUptempoChangedAdobe WorkfrontAsana, monday.com Work Managementagainst: Aprimo, Bynder, Uptempo, Wrike for MarketingSmartsheet, Teamwork.com, Wrike for Marketing, monday Work Managementagainst: Adobe Workfrontagainst: Adobe Workfront, Aprimo, Infor Marketing Resource Management, Wrike for Marketing
Two alternatives
Bynder, monday.com Work ManagementFour alternatives
CoSchedule Marketing Suite, Planful, Wrike for Marketing, monday.com Work ManagementFive alternatives
Aprimo, Bynder, Lytho, Screendragon, Wrike for MarketingOne alternative
ClickUpFive alternatives
Bynder, Frontify, Function Point, Widen/Acquia, WorkamajigGLM 4.7 FlashXWrike for Marketing, monday.com Work Managementmonday.com Work ManagementChangedno first choiceTeamwork.comagainst: Pimcoreno first choiceagainst: Adobe Workfront, MoEngage, Uptempo, inMotionNow, monday.com Work Management
Three alternatives
Asana, HubSpot Marketing Hub, ScreendragonThree alternatives
B2B Planr, HubSpot Marketing Hub, Wrike for MarketingEight alternatives
Aprimo, Asana, Bynder, GatherContent, Screendragon, TapClicks, Wrike for Marketing, monday.com Work ManagementTwo alternatives
ResourceSpace, Wrike for MarketingMiniMax M2.5Wrike for Marketingagainst: Asanano first choiceChangedno first choiceLarkAprimo, Opal, Planviewagainst: Adobe Workfront, Aprimo, Infor Marketing Resource Management, Wrike for Marketing, monday.com Work Management
Three alternatives
Lytho, Teamwork.com, monday.com Work ManagementFour alternatives
Buffer, ClickUp, Teamwork.com, TrelloTwo alternatives
Wrike for Marketing, monday.com Work ManagementGPT-6 LunaWrike for MarketingPlanfulChangedagainst: AsanaAdobe Workfront, Aprimoagainst: Asana, monday.com Work ManagementClickUpno first choiceagainst: Adobe Workfront, Aprimo, Lytho, Opal
Two alternatives
Adobe Workfront, MarmindOne alternative
UptempoFour alternatives
Optimizely Content Marketing Platform, Smartsheet, Uptempo, Wrike for MarketingTwo alternatives
Teamwork.com, Zoho ProjectsMuse Glimmer 30BFrontifyMarmindChangedAprimo, OpenTextTeamwork.comWrike for Marketingagainst: Aprimo, Bynder, Infor Marketing Resource Management
Two alternatives
Bynder, UptempoTwo alternatives
CoSchedule, UptempoFourteen alternatives
Asana, Bonsai Agency Software, BrandMaker, Canto, formerly Image Relay, IntelligenceBank, Kantata, Monday Work Management for marketing, Planview, Productive, Resource Guru, SAP Marketing Cloud, SAS Customer Intelligence 360, Screendragon, Wrike for MarketingFive alternatives
Asana, ClickUp, Float, Grasshopper, monday.com Work ManagementFour alternatives
Adobe Workfront, Aprimo, Asana, monday.com Work ManagementBold 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 00:24 | yes | 18 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:12 | yes | 3 | 9 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:18 | yes | 11 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:24 | yes | 17 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:18 | yes | 20 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:18 | yes | 12 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:30 | yes | 23 | 34 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:44 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:31 | yes | 18 | 58 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:19 | yes | 20 | 26 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:16 | yes | 20 | 63 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:16 | yes | 15 | 31 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:54 | yes | 3 | 23 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:44 | yes | 24 | 25 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:57 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:20 | yes | 4 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:16 | yes | 21 | 32 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 22:11 | yes | 20 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:11 | yes | 25 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:47 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:20 | yes | 24 | 47 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:19 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:59 | yes | 10 | 42 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:04 | yes | 23 | 47 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:33 | yes | 23 | 76 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:44 | yes | 5 | 34 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:29 | yes | 3 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:20 | yes | 14 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:16 | yes | 9 | 7 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:14 | yes | 8 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:48 | yes | 13 | 27 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 22:52 | yes | 13 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:37 | yes | 20 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:53 | yes | 8 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:58 | yes | 20 | 97 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:16 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:38 | yes | 14 | 34 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:57 | yes | 17 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:00 | yes | 24 | 102 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:28 | yes | 23 | 38 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:08 | yes | 8 | 31 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:09 | yes | 22 | 27 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:30 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:12 | yes | 3 | 9 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:10 | yes | 24 | 29 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:24 | yes | 17 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:13 | yes | 23 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:57 | yes | 14 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:43 | yes | 24 | 40 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:38 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:43 | yes | 5 | 20 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:34 | yes | 14 | 31 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:00 | yes | 15 | 66 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:35 | yes | 13 | 26 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:09 | yes | 3 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:10 | yes | 11 | 15 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:41 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:01 | no | 0 | 4 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:48 | yes | 11 | 27 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:17 | yes | 14 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:57 | yes | 16 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:23 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:16 | yes | 13 | 44 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:03 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:09 | no | 0 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:30 | yes | 14 | 28 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:15 | yes | 15 | 94 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:44 | yes | 14 | 30 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:38 | yes | 2 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:14 | yes | 13 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:16 | yes | 15 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:18 | yes | 4 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:46 | yes | 18 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:25 | yes | 20 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:39 | yes | 19 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:33 | yes | 14 | 10 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:33 | yes | 23 | 41 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:58 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:29 | no | 0 | 31 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:56 | yes | 23 | 23 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:27 | yes | 21 | 95 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:39 | yes | 22 | 34 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:28 | yes | 3 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:00 | yes | 24 | 25 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
Adobe read as Adobe Workfront
HubSpot read as HubSpot Marketing Hub
Monday.com read as monday.com Work Management
Monday.com (Marketing Module) read as monday.com Work Management
Monday.com (Marketing Suite) read as monday.com Work Management
Wrike read as Wrike for Marketing
Wrike (Marketing Hub) read as Wrike for Marketing
Wrike (now under Cloud Software Group) read as Wrike for Marketing
monday.com read as monday.com Work Management
monday.com (AI Work Platform) read as monday.com Work Management
Unresolved, counted raw
Admation
Asana Base Plans
Atlassian
Bonsai Agency Software
Braxton
Canto, formerly Image Relay
Celoxis
Function Point
GatherContent (Bynder)
HCL Unica (formerly IBM Unica)
Husky Marketing Planner
IBM Unica
IntelligenceBank Marketing Planner
Marvion
Monday Work Management for marketing
Monday.com MRM
Oracle Siebel Marketing
Orbis Global
SAP
TapClicks
Teamhood
Discontinued, still offered
No shut-down product was recommended here.