Index › HR › Performance and talent management › Goals and OKRs › Enterprise · November 2026 Edition
Goals and OKRs for enterprise buyers
Asked as “OKR software”, and as “goal management platform”, on behalf of an enterprise B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
37%
Contested · OKRs Tool 18%
37WorkBoard18OKRs Tool16Betterworks29others
37% of first choices, contested.
Since October 2026=heldSince October 2026: 37% → 37%, ±0 points. Inside the 13-point floor: within noise.WorkBoard held the lead, ±0 points on 37%, inside the 13-point 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
Tability18%Contested▼−12Since October 2026: 30% → 18%, −12 points. Inside the 13-point floor: within noise.Standing →Mid-marketTability29%Contested↗new leaderNew leader since October 2026: Tability (29%) replaces Perdoo (24% then, 12% now), 17 points clear, past the 13-point floor.Standing →Enterprise
WorkBoard37%Contested=heldSince October 2026: 37% → 37%, ±0 points. Inside the 13-point floor: within noise.This page
Tability18%Contested▼−12Since October 2026: 30% → 18%, −12 points. Inside the 13-point floor: within noise.Standing →Mid-marketTability29%Contested↗new leaderNew leader since October 2026: Tability (29%) replaces Perdoo (24% then, 12% now), 17 points clear, past the 13-point floor.Standing →EnterpriseWorkBoard37%Contested=heldSince October 2026: 37% → 37%, ±0 points. Inside the 13-point floor: within noise.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01WorkBoard37%15%66endorsed leader=heldSince October 2026: 37% → 37%, ±0 points. Inside the 13-point floor: within noise.37% → 37%
WorkBoard37%15%66endorsed leader=heldSince October 2026: 37% → 37%, ±0 points. Inside the 13-point floor: within noise.37% → 37%02
OKRs Tool18%20%15accepted challenger▲+5Since October 2026: 13% → 18%, +5 points. Inside the 13-point floor: within noise.13% → 18%
OKRs Tool18%20%15accepted challenger▲+5Since October 2026: 13% → 18%, +5 points. Inside the 13-point floor: within noise.13% → 18%03
Betterworks16%21%62accepted challenger▼−7Since October 2026: 23% → 16%, −7 points. Inside the 13-point floor: within noise.23% → 16%
Betterworks16%21%62accepted challenger▼−7Since October 2026: 23% → 16%, −7 points. Inside the 13-point floor: within noise.23% → 16%04Tability12%12%26accepted challenger▲+6Since October 2026: 6% → 12%, +6 points. Inside the 13-point floor: within noise.6% → 12%
Tability12%12%26accepted challenger▲+6Since October 2026: 6% → 12%, +6 points. Inside the 13-point floor: within noise.6% → 12%05
Profit.co4%18%49accepted challenger▼−9Since October 2026: 13% → 4%, −9 points. Inside the 13-point floor: within noise.13% → 4%
Profit.co4%18%49accepted challenger▼−9Since October 2026: 13% → 4%, −9 points. Inside the 13-point floor: within noise.13% → 4%06
Quantive4%27%33criticized challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise.0% → 4%
Quantive4%27%33criticized challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise.0% → 4%07
Lattice2%16%50accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise.2% → 2%
Lattice2%16%50accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise.2% → 2%08
Mooncamp2%11%18accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%
Mooncamp2%11%18accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%09
Microsoft Viva Goals2%46%26criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%
Microsoft Viva Goals2%46%26criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%Show the two products at 0%, ordered by negative rate
11
15Five0%40%20criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
15Five0%40%20criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%10
Perdoo0%23%22accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Perdoo0%23%22accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%The floor is 13 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.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All twenty-eight head-to-head pages: the top eight products, each against each
Tability vs LeapsomeTability vs OKRs ToolTability vs MooncampTability vs TeamflectProfit.co vs PerdooProfit.co vs LatticeProfit.co vs LeapsomeProfit.co vs OKRs ToolProfit.co vs MooncampProfit.co vs TeamflectPerdoo vs LatticePerdoo vs LeapsomePerdoo vs OKRs ToolPerdoo vs MooncampPerdoo vs TeamflectLattice vs LeapsomeLattice vs OKRs ToolLattice vs MooncampLattice vs TeamflectLeapsome vs OKRs ToolLeapsome vs MooncampLeapsome vs TeamflectOKRs Tool vs MooncampOKRs Tool vs TeamflectMooncamp vs Teamflect
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 →
0102030405060708091011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01WorkBoard37%
WorkBoard37%02OKRs Tool18%
OKRs Tool18%03Betterworks16%
Betterworks16%04Tability12%
Tability12%05Profit.co4%
Profit.co4%06Quantive4%
Quantive4%07Lattice2%
Lattice2%08Mooncamp2%
Mooncamp2%09Microsoft Viva Goals2%
Microsoft Viva Goals2%10Perdoo0%
Perdoo0%1115Five0%
15Five0%What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, 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.
Microsoft Viva Goals46%
12 of 26 labels negative · 8 of 14 models · 10 hard negative
“You should avoid committing long-term roadmaps to tools that are nearing the end of their lifecycle... has announced the retirement of Viva Goals” Qwen 3.7 Flash, negative prompt
15Five40%
8 of 20 labels negative · 8 of 14 models · 2 hard negative
“Frequently cited in failures for mid-to-large transitions—over-engineered for governance but poor signal/adoption” Grok 4.20, negative prompt
Profit.co18%
9 of 49 labels negative · 8 of 14 models · 2 hard negative
“reports of it becoming a "ghost town" in 50–200 person teams... governance gaps and middle-management resistance often cause Year 2 failures” Grok 4.20, negative prompt
Betterworks21%
13 of 62 labels negative · 8 of 14 models · 1 hard negative
“Profit.co, 15Five, Betterworks (when used as a pure OKR solution)” GLM 4.7 FlashX, 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
75 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. 843 links across 128 sites, every framing counted. Ranked by the number of answers carrying the site or page. 2 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 · Tability52 answers · 107 citations · 13 models
vendor site · Profit.co44 answers · 68 citations · 14 models
vendor site · OKRs Tool41 answers · 89 citations · 13 models
vendor site · Mooncamp29 answers · 38 citations · 12 models
vendor site · Worxmate27 answers · 48 citations · 11 models
vendor site · ONES.com25 answers · 50 citations · 10 models
vendor site · Rework18 answers · 22 citations · 9 models
vendor site · Planisware16 answers · 19 citations · 10 models
15 answers · 17 citations · 8 models
vendor site · Betterworks14 answers · 23 citations · 10 models
vendor site · Workpath14 answers · 19 citations · 9 models
vendor site · Guideflow14 answers · 14 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.
30 answers · 11 models
27 answers · 12 models
25 answers · 12 models
19 answers · 10 models
14 answers · 8 models
14 answers · 9 models
14 answers · 9 models
14 answers · 8 models
13 answers · 7 models
13 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 okr software”, “okr software”, “okr tools”. 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 |
|---|---|---|---|---|---|---|---|---|
| WorkBoard workboard.com | 37% | 104 | 1,900 | 19 | 66,805 | $56 | 15 | |
| OKRs Tool okrstool.com | 18% | 58 | 260 | 20 | 6,738 | 1 | 1 | |
| Betterworks betterworks.com | 16% | 220 | 3,600 | 21 | 12,379 | 0 | ||
| Tability tability.io | 12% | 118 | 320 | 14 | 39,804 | 3 | ||
| Profit.co profit.co | 4% | 129 | 590 | 0 | 28,000 | 26 | ||
| Quantive quantive.com | 4% | 61 | 49,500 | 6 | ||||
| Lattice lattice.com | 2% | 625 | 90,500 | 13,900 | 122,123 | $1,328 | 120 | 7 |
| Mooncamp mooncamp.com | 2% | 68 | 720 | 0 | 58,678 | 1 | ||
| Workpath workpath.com | 2% | 9 | ||||||
| SimpleOKR simpleokr.com | 2% | 14 | 10 | 0 | 83 |
Google's top ten for the three searches hold 12 sites; 3 of them are among the sites the models cited here (mooncamp.com, okrstool.com, tability.io). The first result for “best okr software” is okrstool.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 OKR software for an enterprise B2B company?”Paraphrase“Which goal management platform would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade OKR tools and how do they differ?”Budget-constrained“What is the best OKR software for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a OKR software. What should we look at?”Negative“Which OKR tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Mooncamp, TabilityBetterworksChangedTabilityOKRs Toolno first choiceagainst: Atlassian Goals, Betterworks, Coda, Microsoft Viva Goals, Notion, WorkBoard
Five alternatives
Betterworks, Perdoo, Profit.co, Quantive, WorkBoardTwo alternatives
Lattice, WorkBoardFour alternatives
Betterworks, Perdoo, Profit.co, WorkBoardTwo alternatives
Mooncamp, Synergita OKRGPT-5.4 miniWorkBoardBetterworks, WorkBoardChangedWorkBoardOKRs Toolagainst: Profit.cono first choicenothing named
Two alternatives
Betterworks, Profit.coTwo alternatives
Betterworks, PerdooOne alternative
StrategyWorksGemini 3.5 FlashQuantiveMicrosoft Viva GoalsChangedWorkBoardagainst: Microsoft Viva GoalsBetterworks, WorkBoardQuantiveagainst: 15Five, Asana, ClickUp, Culture Amp, Google Sheets, Jira Align, Lattice, Microsoft Viva Goals, Monday.com, Notion OKR Templates, Perdoo, Planview, Rally, Reflektive, Standalone Quantive, Tability, Trello
Four alternatives
Betterworks, Microsoft Viva Goals, Profit.co, WorkBoardFive alternatives
Adobe Workfront, Asana, Betterworks, Quantive, WorkBoardFour alternatives
Betterworks, Profit.co, Quantive, WorkpathThree alternatives
Oboard, Profit.co, WorkpathSix alternatives
Betterworks, Lattice, Leapsome, Microsoft Viva Goals, Profit.co, WorkBoardPerplexity SonarProfit.coWorkBoardChangedWorkBoardSimpleOKRagainst: Betterworks, WorkBoardno first choiceagainst: Betterworks, Profit.co, Quantive
Two alternatives
Quantive, WorkBoardFour alternatives
Asana, Betterworks, Lattice, Profit.coSeven alternatives
Betterworks, Jira Align, Lattice, Microsoft Viva Goals, Mooncamp, Perdoo, Profit.coTwo alternatives
OKRs Tool, Profit.coGrok 4.20WorkBoardagainst: Asana, Betterworks, Leapsome, Monday.com, PerdooWorkBoardHeldQuantive, WorkBoardagainst: Microsoft Viva GoalsWorkBoardno first choiceagainst: 15Five, Betterworks, Businessmap, Lattice, Microsoft Viva Goals, Perdoo, Profit.co, Quantive, Tability
Two alternatives
Profit.co, TabilityFour alternatives
Lattice, Perdoo, Profit.co, TabilityFour alternatives
Betterworks, Lattice, Perdoo, Profit.coFive alternatives
Betterworks, Lattice, Perdoo, Profit.co, TabilityMistral SmallTability, WorkBoardBetterworks, WorkBoardChangedTabilityOKRs Toolagainst: Profit.co, Quantiveno first choiceagainst: 15Five, Betterworks, Profit.co
Two alternatives
Lattice, QuantiveFour alternatives
Lattice, Mooncamp, Profit.co, WorkBoardOne alternative
Synergita OKRDeepSeek V4 FlashProfit.coagainst: BetterworksBetterworksChangedProfit.coOKRs Toolagainst: Betterworks, Lattice, Mooncamp, Quantive, SimpleOKR, WorkBoardno first choiceagainst: ClickUp, Fitbots, Jira Align, Koan, Perdoo, Profit.co, Weekdone
Four alternatives
Mooncamp, Perdoo, Quantive, WorkpathTwo alternatives
Profit.co, WorkBoardFive alternatives
Betterworks, Lattice, Perdoo, Tability, WorkBoardLlama 4 Maverickno first choiceBetterworksChangedno first choiceWorkBoardTabilityagainst: 15Five, Employment Hero, Microsoft Viva Goals, Profit.co
Four alternatives
Lattice, OKRs Tool, Profit.co, WorkBoardThree alternatives
Betterworks, Lattice, MooncampFour alternatives
Businessmap, Lattice, OKRs Tool, Profit.coQwen 3.7 FlashWorkBoardLatticeChanged15Five, LatticeWorkBoardno first choiceagainst: OKRs Tool, Profit.co, Quantiveagainst: Asana, Jira, Microsoft Viva Goals, Quantive, Trello, WorkBoard
Four alternatives
Betterworks, Lattice, Profit.co, TabilityThree alternatives
7taps, Microsoft Viva Goals, QuantiveThree alternatives
Betterworks, Leapsight, Microsoft Viva GoalsThree alternatives
Monday.com, Pingboard, QuantiveKimi K2Betterworks, Workpathagainst: Microsoft Viva Goals, QuantiveWorkBoardChangedWorkBoardagainst: Microsoft Viva GoalsOKRs Toolagainst: Betterworks, Lattice, Mooncamp, WorkBoardWorkBoardagainst: OKRs Toolagainst: 15Five, Betterworks, Koan, Lattice, Microsoft Viva Goals, Quantive
Three alternatives
Profit.co, Teamflect, WorkBoardTwo alternatives
Betterworks, LatticeFour alternatives
Betterworks, Lattice, Quantive Results, TabilityOne alternative
OKR DashFour alternatives
Betterworks, Lattice, Profit.co, TabilityGLM 4.7 FlashXTabilityWorkBoardChangedTabilityOKRs Toolagainst: Betterworks, Lattice, WorkBoardno first choiceagainst: 15Five, Betterworks, Generic Google Sheets/Excel templates, Miro, Profit.co, Weekdone
Eight alternatives
15Five, Betterworks, Lattice, ONES.com, Profit.co, Quantive, Weekdone, WorkBoardFour alternatives
Betterworks, Lattice, Microsoft Viva Goals, Profit.coNine alternatives
15Five, Betterworks, Jira Align, Lattice, Mooncamp, Perdoo, Rhythms, Teamflect, WorkBoardTwo alternatives
OKR Dash, OperatelyMiniMax M2.5TabilityWorkBoardChangedTabilityagainst: Microsoft Viva Goals, Quantive ResultsOKRs Toolno first choiceagainst: WorkBoardagainst: 15Five, Betterworks, Perdoo, Quantive, WorkBoard
Three alternatives
Businessmap, Microsoft Viva Goals, Quantive StrategyAIThree alternatives
Betterworks, Engagedly, LatticeFive alternatives
Betterworks, Lattice, Mooncamp, Profit.co, WorkBoardTwo alternatives
OKR Dash, OKR Software ToolsGPT-6 LunaWorkBoardagainst: LatticeWorkBoardHeldProfit.co, WorkBoard, WorkpathOKRs Toolno first choiceagainst: Microsoft Viva Goals
Two alternatives
Betterworks, Profit.coOne alternative
BetterworksThree alternatives
Betterworks, Lattice, PerdooTwo alternatives
Profit.co, WorkBoardMuse Glimmer 30BTability, WorkBoardBetterworksChangedProfit.coOKRs Toolagainst: WorkBoardno first choiceagainst: 15Five, Asana, ClickUp, Engagedly, Koan, Lattice, Leapsome, OKRs Tool, Tability, Weekdone, WorkBoard, Worxmate
Three alternatives
Lattice, Perdoo, Profit.coTwo alternatives
Lattice, WorkBoardSix alternatives
Betterworks, Lattice, Mooncamp, Perdoo, Tability, WorkBoardBold 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 10:54 | yes | 13 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:35 | yes | 3 | 5 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 10:59 | no | 0 | 13 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 10:04 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:08 | yes | 17 | 37 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:08 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:28 | yes | 25 | 28 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:31 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:18 | yes | 14 | 45 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:52 | yes | 15 | 60 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:33 | yes | 14 | 30 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:22 | yes | 5 | 20 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:57 | yes | 4 | 20 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:47 | yes | 13 | 16 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:04 | yes | 10 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:23 | yes | 3 | 5 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 09:41 | no | 0 | 15 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 12:05 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:31 | yes | 5 | 28 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:38 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:41 | yes | 24 | 28 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:14 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:05 | no | 0 | 26 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:19 | yes | 9 | 36 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:18 | yes | 14 | 13 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:41 | yes | 5 | 19 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:16 | yes | 4 | 13 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:04 | yes | 14 | 19 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:43 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:12 | 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 10:46 | yes | 11 | 21 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 10:24 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:30 | yes | 14 | 41 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:43 | yes | 9 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:39 | yes | 20 | 27 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:16 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:46 | no | 0 | 32 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:22 | yes | 18 | 35 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:02 | yes | 19 | 58 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:08 | yes | 23 | 47 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:54 | yes | 7 | 31 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:58 | yes | 11 | 25 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:20 | yes | 17 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:15 | 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 09:38 | yes | 11 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 10:48 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:21 | yes | 20 | 41 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:30 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:03 | yes | 19 | 21 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:40 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:26 | no | 0 | 34 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:36 | yes | 23 | 49 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:40 | yes | 19 | 77 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:43 | yes | 5 | 47 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:24 | yes | 3 | 19 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:24 | yes | 12 | 26 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:09 | yes | 15 | 13 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:50 | no | 0 | 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 12:43 | no | 0 | 20 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 09:44 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:05 | yes | 5 | 36 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:29 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:24 | yes | 19 | 38 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:39 | yes | 5 | 5 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:59 | yes | 7 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:38 | yes | 13 | 29 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:34 | yes | 13 | 92 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:53 | no | 0 | 16 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:23 | yes | 3 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:53 | yes | 10 | 24 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:44 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:29 | yes | 2 | 6 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 09:19 | yes | 13 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 08:53 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:14 | yes | 13 | 34 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:35 | yes | 5 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:39 | yes | 24 | 29 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:06 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:04 | yes | 5 | 46 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:14 | yes | 15 | 31 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:40 | yes | 22 | 74 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:44 | yes | 23 | 78 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:43 | yes | 4 | 20 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:55 | yes | 20 | 41 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
Ally (formerly Ally.io) read as Microsoft Viva Goals
Ally.io read as Microsoft Viva Goals
Ally.io (Microsoft Viva Goals) read as Microsoft Viva Goals
Cascade read as Cascade Strategy
Gtmhub read as Quantive
Gtmhub (Quantive Results) read as Quantive
Synergita read as Synergita OKR
gtmhub read as Quantive
Unresolved, counted raw
Adobe Workfront
Fitbots
Generic Google Sheets/Excel templates
Leapsight
OKR Software Tools
Operately
Quantive StrategyAI
Standalone Quantive (formerly Gtmhub)
StrategyWorks
Discontinued, still offered
No shut-down product was recommended here.