Goals and OKRs
Asked as “OKR software”, and as “goal management platform”, on behalf of a mid-market B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
29%
Contested · Profit.co 13%
29Tability13Profit.co12Perdoo46others
29% of first choices, contested.
Since October 2026↗new leaderNew leader since October 2026: Tability (29%) replaces Perdoo (24% then, 12% now), 17 points clear, past the 13-point floor.Tability leads at 29%, replacing Perdoo, which led at 24% and stands at 12% now: 17 points clear, past the floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
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.This pageEnterprise
WorkBoard37%Contested=heldSince October 2026: 37% → 37%, ±0 points. Inside the 13-point floor: within noise.Standing →
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.This pageEnterpriseWorkBoard37%Contested=heldSince October 2026: 37% → 37%, ±0 points. Inside the 13-point floor: within noise.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Tability29%2%44accepted challenger▲+7Since October 2026: 22% → 29%, +7 points. Inside the 13-point floor: within noise.22% → 29%
Tability29%2%44accepted challenger▲+7Since October 2026: 22% → 29%, +7 points. Inside the 13-point floor: within noise.22% → 29%02
Profit.co13%11%44accepted challenger▲+6Since October 2026: 7% → 13%, +6 points. Inside the 13-point floor: within noise.7% → 13%
Profit.co13%11%44accepted challenger▲+6Since October 2026: 7% → 13%, +6 points. Inside the 13-point floor: within noise.7% → 13%03
Perdoo12%12%52accepted challenger▼−12Since October 2026: 24% → 12%, −12 points. Inside the 13-point floor: within noise.24% → 12%
Perdoo12%12%52accepted challenger▼−12Since October 2026: 24% → 12%, −12 points. Inside the 13-point floor: within noise.24% → 12%04
Lattice10%14%43accepted challenger▼−3Since October 2026: 13% → 10%, −3 points. Inside the 13-point floor: within noise.13% → 10%
Lattice10%14%43accepted challenger▼−3Since October 2026: 13% → 10%, −3 points. Inside the 13-point floor: within noise.13% → 10%05
Leapsome4%4%23accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise.0% → 4%
Leapsome4%4%23accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise.0% → 4%06
OKRs Tool4%10%20accepted challenger▼−7Since October 2026: 11% → 4%, −7 points. Inside the 13-point floor: within noise.11% → 4%
OKRs Tool4%10%20accepted challenger▼−7Since October 2026: 11% → 4%, −7 points. Inside the 13-point floor: within noise.11% → 4%07
Mooncamp4%6%16accepted challenger▼−3Since October 2026: 7% → 4%, −3 points. Inside the 13-point floor: within noise.7% → 4%
Mooncamp4%6%16accepted challenger▼−3Since October 2026: 7% → 4%, −3 points. Inside the 13-point floor: within noise.7% → 4%08
Teamflect4%0%11accepted challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 13-point floor: within noise.2% → 4%
Teamflect4%0%11accepted challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 13-point floor: within noise.2% → 4%09
Weekdone2%6%32accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%
Weekdone2%6%32accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%10
Betterworks2%31%32criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise.2% → 2%
Betterworks2%31%32criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise.2% → 2%11
Quantive2%31%26criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%
Quantive2%31%26criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%Show the six products at 0%, ordered by negative rate
17
Microsoft Viva Goals0%55%22criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Microsoft Viva Goals0%55%22criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%16
Asana0%52%21criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Asana0%52%21criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%15
Monday.com0%46%13criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Monday.com0%46%13criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%14
ClickUp0%44%18criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise.2% → 0%
ClickUp0%44%18criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise.2% → 0%13WorkBoard0%34%32criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise.2% → 0%
WorkBoard0%34%32criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise.2% → 0%12
15Five0%9%33accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
15Five0%9%33accepted 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.
For buyers
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 →
0102030405060708091011121314151617Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Tability29%
Tability29%02Profit.co13%
Profit.co13%03Perdoo12%
Perdoo12%04Lattice10%
Lattice10%05Leapsome4%
Leapsome4%06OKRs Tool4%
OKRs Tool4%07Mooncamp4%
Mooncamp4%08Teamflect4%
Teamflect4%09Weekdone2%
Weekdone2%10Betterworks2%
Betterworks2%11Quantive2%
Quantive2%1215Five0%
15Five0%13WorkBoard0%
WorkBoard0%14ClickUp0%
ClickUp0%15Monday.com0%
Monday.com0%16Asana0%
Asana0%17Microsoft Viva Goals0%
Microsoft Viva Goals0%What they warned about
Three 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 4.20, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, MiniMax M2.5 and GPT-6 Luna changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
WorkBoard34%
11 of 32 labels negative · 9 of 14 models · 3 hard negative
“the hefty price tag prevents company-wide rollout, its complex interface could be an obstacle for company-wide adoption, and users complain about app performance” Claude Haiku 4.5, negative prompt
Betterworks31%
10 of 32 labels negative · 9 of 14 models · 1 hard negative
“Avoid ... enterprise-heavy options like Betterworks/Quantive unless you're scaling rapidly.” Grok 4.20, direct prompt
Microsoft Viva Goals55%
12 of 22 labels negative · 7 of 14 models · 12 hard negative
“avoid discontinued products, not write off whole vendors based on a few reviews... old recommendations for Ally.io” GPT-6 Luna, negative prompt
Asana52%
11 of 21 labels negative · 7 of 14 models · 5 hard negative
“Avoid "Vibe-Based" Tools: While Asana, Monday.com, and Notion are popular, they are becoming difficult to manage for true OKR accountability” Qwen 3.7 Flash, direct 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
77 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. 811 links across 134 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 · Tability55 answers · 136 citations · 12 models
vendor site · OKRs Tool42 answers · 78 citations · 12 models
vendor site · ONES.com30 answers · 67 citations · 12 models
vendor site · Worxmate30 answers · 41 citations · 10 models
vendor site · Mooncamp23 answers · 25 citations · 12 models
vendor site · Profit.co22 answers · 30 citations · 10 models
vendor site · Lead Change Group18 answers · 23 citations · 9 models
17 answers · 29 citations · 8 models
vendor site · Guideflow14 answers · 14 citations · 10 models
vendor site · Rework14 answers · 14 citations · 10 models
vendor site · G212 answers · 15 citations · 7 models
vendor site · Synergita10 answers · 15 citations · 7 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
19 answers · 8 models
18 answers · 10 models
16 answers · 9 models
16 answers · 8 models
15 answers · 7 models
13 answers · 9 models
13 answers · 7 models
12 answers · 12 models
11 answers · 9 models
11 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 |
|---|---|---|---|---|---|---|---|---|
| Tability tability.io | 29% | 118 | 320 | 14 | 39,804 | 3 | ||
| Profit.co profit.co | 13% | 129 | 590 | 0 | 28,000 | 26 | ||
| Perdoo perdoo.com | 12% | 123 | 390 | 1 | 8,147 | 16 | ||
| Lattice lattice.com | 10% | 625 | 90,500 | 13,900 | 122,123 | $1,328 | 120 | 7 |
| Leapsome leapsome.com | 4% | 378 | 2,900 | 32 | 51,450 | $18,531 | 60 | |
| OKRs Tool okrstool.com | 4% | 58 | 260 | 20 | 6,738 | 1 | 1 | |
| Mooncamp mooncamp.com | 4% | 68 | 720 | 0 | 58,678 | 1 | ||
| Teamflect teamflect.com | 4% | 136 | 880 | 12 | 12,592 | 30 | 8 | |
| Synergita OKR synergita.com | 4% | 24 | 6,041 | 9 | ||||
| SugarOKR sugarokr.com | 4% | 10 | 20 | 0 | 66 |
Google's top ten for the three searches hold 12 sites; 4 of them are among the sites the models cited here (mooncamp.com, okrstool.com, synergita.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 a mid-market B2B company?”Paraphrase“Which goal management platform would you recommend to a mid-sized B2B company?”Comparative“What are the top OKR tools and how do they differ?”Budget-constrained“What is the best OKR software for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a OKR software. What should we look at?”Negative“Which OKR tools should I avoid or be cautious about?”
Claude Haiku 4.5MooncampLatticeChangedTabilityBOJA OKR, Synergita OKRno first choiceagainst: Perdoo, Profit.co, Weekdone, WorkBoard
Four alternatives
FlowyTeam, Perdoo, Profit.co, TabilityFive alternatives
15Five, Asana, Engagedly, Profit.co, WeekdoneEleven alternatives
Atlassian Goals, Betterworks, Cascade Strategy, Lattice, Mooncamp, Perdoo, Planisware, Profit.co, Quantive, Weekdone, WorkBoardTwo alternatives
OKRs Tool, TabilityGPT-5.4 miniBetterworksLatticeChangedno first choiceagainst: LatticeOKRs Tool, Synergita OKRno first choicenothing named
Four alternatives
Lattice, Leapsome, Perdoo, WorkBoardFive alternatives
15Five, Betterworks, Leapsome, Perdoo, WeekdoneSeven alternatives
Betterworks, Cascade Strategy, Perdoo, Profit.co, Weekdone, WorkBoard, WorkpathOne alternative
TabilityGemini 3.5 FlashProfit.coagainst: Betterworks, WorkBoardLatticeChangedno first choicePerdooagainst: Profit.co, WorkBoardno first choiceagainst: 7Geese, Asana, ClickUp, Excel, Google Sheets, Koan, Microsoft Viva Goals, Quantive, Trello
Four alternatives
Lattice, Leapsome, Microsoft Viva Goals, QuantiveFour alternatives
Microsoft Viva Goals, Profit.co, Quantive, TabilitySix alternatives
ClickUp, Coda, Notion, OKRs Tool, Teamflect, WeekdoneFive alternatives
Lattice, Leapsome, Microsoft Viva Goals, Profit.co, QuantivePerplexity SonarCascade Strategyagainst: Profit.coPerdooChangedagainst: Betterworks, WorkBoardPerdoo, Tabilityagainst: ClickUpTabilityno first choiceagainst: 15Five, Asana, Betterworks, ClickUp, Culture Amp, HiBob, Lattice, Leapsome, Microsoft Viva Goals, Monday.com, Mooncamp, Notion, Perdoo
Two alternatives
Perdoo, TabilityTwo alternatives
Asana, TabilityTen alternatives
Asana, Betterworks, Lattice, Microsoft Viva Goals, Mooncamp, Profit.co, Quantive Results, Teamflect, Weekdone, WorkBoardFour alternatives
ClickUp, OKRs Tool, ONES.com, TeamflectGrok 4.20Tabilityagainst: Asana, Betterworks, Jira, Quantive, WorkBoardLatticeChangedagainst: Asana, ClickUp, Engagedly, Profit.co, Weekdone, WorkBoardWeekdoneProfit.coagainst: 15Five, Lattice, Quantiveno first choiceagainst: Asana, Businessmap, ClickUp, Perdoo, Profit.co, SimpleOKR, Synergita OKR
Three alternatives
15Five, Lattice, LeapsomeThree alternatives
Leapsome, Perdoo, TabilitySix alternatives
15Five, Betterworks, Lattice, Microsoft Viva Goals, Quantive, TabilityThree alternatives
Perdoo, Tability, TeamflectMistral SmallTabilityPerdoo, Profit.coChangedTabilityProfit.co, SugarOKRno first choiceagainst: Betterworks, Lattice, WorkBoard
Two alternatives
15Five, LeapsomeFour alternatives
15Five, Lattice, Leapsome, NinetyNine alternatives
15Five, Lattice, Microsoft Viva Goals, Mooncamp, Perdoo, Profit.co, Quantive, Weekdone, craft.ioTwo alternatives
OKRs Tool, PerdooDeepSeek V4 FlashTabilityTabilityHeldTabilityagainst: Asana, Betterworks, Microsoft Viva Goals, Monday.comTabilityno first choiceagainst: 7Geese, Koan, Microsoft Viva Goals, Quantiveagainst: Koan, Lattice, Microsoft Viva Goals, OKRs Tool, Perdoo, Quantive, Tability, WorkBoard
Four alternatives
15Five, Leapsome, Perdoo, Profit.coFour alternatives
ClickUp, Lattice, Mooncamp, PerdooEight alternatives
15Five, Lattice, Leapsome, ONES.com, Perdoo, Profit.co, Weekdone, WorkBoardThree alternatives
OKRs Tool, Perdoo, SugarOKRLlama 4 Maverickno first choiceEngagedlyChangedno first choiceOKRs Toolno first choiceagainst: Storyflow
Two alternatives
Profit.co, TabilityQwen 3.7 FlashMooncampagainst: Asana, Monday.com, NotionTabilityChangedTabilityTeamflectQuantive, Weekdoneagainst: Asana, ClickUp, Monday.comagainst: 15Five, Asana, Betterworks, ClickUp, Excel/Google Sheets, Jira, Lattice, Monday.com
Three alternatives
15Five, Betterworks, LeapsomeThree alternatives
15Five, Lattice, LeapsomeFour alternatives
OKRs Tool, Perdoo, Teamflect, WorkBoardFive alternatives
OKRs Tool, PeopleGoal, Profit.co, Tability, WeekdoneTwo alternatives
Perdoo, TabilityKimi K2TabilityLattice, LeapsomeChangedno first choiceagainst: Betterworks, QuantiveProfit.coTabilityagainst: Asana, ClickUp, Jira Align, Microsoft Viva Goals, Monday.com, WorkBoard/Quantive
Four alternatives
15Five, Lattice, Perdoo, Profit.coFive alternatives
15Five, Asana, Monday.com, Profit.co, TabilitySix alternatives
15Five, Lattice, Microsoft Viva Goals, Perdoo, Profit.co, WeekdoneFive alternatives
OKRs Tool, ONES.com, PeopleGoal, Synergita OKR, TabilityFour alternatives
15Five, Betterworks, Leapsome, Profit.coGLM 4.7 FlashXTabilityTabilityHeldTabilityDevokr, Teamflectno first choiceagainst: Asana, Excel/Google Sheets, Jira, OKR Board for Jira, Perdoo, PerformYard, Profit, Trello
Four alternatives
15Five, Perdoo, Profit.co, WeekdoneTwo alternatives
Perdoo, Profit.coSixteen alternatives
15Five, Asana, Atlassian Goals, Betterworks, ClickUp, Jira, Lattice, Monday.com, Notion, OKRnest, ONES.com, Perdoo, Quantive, Weekdone, WorkBoard, WrikeSix alternatives
Confluence, OKR Board for Jira, ONES.com, Profit.co, Synergita OKR, WeekdoneMiniMax M2.5Leapsome, TabilityTabilityChangedTabilityPerdoo, SugarOKRno first choiceagainst: Generic Spreadsheets, Microsoft Viva Goals, Notion OKR Templates, Perdoo, WorkBoard
Three alternatives
15Five, Betterworks, LatticeFour alternatives
Mooncamp, PeopleGoal, Perdoo, Profit.coFour alternatives
Cascade Strategy, Perdoo, Profit.co, WorkBoardFour alternatives
OKRs Tool, PeopleGoal, Tability, TeamflectGPT-6 LunaPerdooProfit.coChangedPerdoo, Weekdoneagainst: Microsoft Viva Goals, QuantivePerdoono first choiceagainst: 7Geese, Betterworks, Microsoft Viva Goals, Quantive, WorkBoard
Four alternatives
Betterworks, Lattice, Profit.co, WorkBoardTwo alternatives
Lattice, MooncampSix alternatives
15Five, Betterworks, Lattice, Mooncamp, Profit.co, WorkBoardTwo alternatives
OKRs Tool, WeekdoneMuse Glimmer 30BTabilityTabilityHeldTabilityProfit.cono first choiceagainst: Betterworks, Microsoft Viva Goals, OKRs Tool, Quantive, formerly Gtmhub, WorkBoard
Five alternatives
15Five, Betterworks, Leapsome, Perdoo, Profit.coTwo alternatives
OKRs Tool, ThriveSparrowEight alternatives
Betterworks, Cascade Strategy, Perdoo, Profit.co, Quantive Results, Teamflect, Weekdone, WorkBoardSix alternatives
Notion, OKRs Tool, ONES.com, Perdoo, Synergita OKR, WeekdoneBold 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 10:56 | yes | 16 | 10 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:09 | yes | 3 | 9 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 09:38 | no | 0 | 13 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 08:49 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:24 | yes | 15 | 30 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:48 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:12 | yes | 21 | 26 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:50 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:03 | yes | 14 | 62 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:29 | yes | 11 | 24 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:07 | yes | 25 | 42 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:30 | yes | 5 | 30 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:41 | yes | 2 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:25 | yes | 9 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:06 | yes | 10 | 11 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:39 | yes | 4 | 4 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 11:45 | yes | 11 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 08:40 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:23 | yes | 5 | 34 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:56 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:51 | yes | 23 | 19 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:54 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:30 | yes | 5 | 27 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:55 | yes | 15 | 37 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:30 | yes | 15 | 61 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:00 | yes | 5 | 47 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:21 | yes | 3 | 16 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:29 | yes | 13 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:06 | yes | 9 | 7 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:04 | yes | 4 | 8 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 10:03 | no | 0 | 17 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 10:31 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:21 | yes | 7 | 33 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:32 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:00 | yes | 25 | 31 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:11 | yes | 5 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:08 | yes | 5 | 15 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:57 | yes | 14 | 42 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:05 | yes | 10 | 74 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:38 | yes | 12 | 24 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:01 | yes | 8 | 23 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:28 | yes | 14 | 29 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:15 | yes | 10 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:22 | yes | 4 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:55 | yes | 9 | 18 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:53 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:12 | yes | 9 | 35 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:39 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:18 | yes | 19 | 20 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:09 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:30 | yes | 5 | 21 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:57 | yes | 9 | 16 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:48 | yes | 15 | 15 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:15 | yes | 5 | 29 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:37 | yes | 3 | 15 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:40 | yes | 14 | 16 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:24 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:29 | no | 0 | 9 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 12:41 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 09:52 | yes | 10 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:05 | yes | 5 | 37 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:04 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:22 | yes | 24 | 33 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:05 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:36 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:48 | yes | 14 | 19 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:03 | yes | 14 | 17 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:24 | yes | 10 | 65 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:32 | yes | 2 | 29 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:15 | yes | 14 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:02 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:50 | yes | 5 | 5 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 09:26 | yes | 9 | 20 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 12:40 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:06 | yes | 9 | 33 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:46 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:28 | yes | 24 | 22 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:57 | yes | 9 | 5 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:44 | yes | 13 | 34 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:57 | yes | 25 | 24 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 08:48 | yes | 24 | 35 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:37 | yes | 14 | 65 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:53 | yes | 4 | 15 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:43 | yes | 25 | 38 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
Ally.io read as Microsoft Viva Goals
Cascade read as Cascade Strategy
Gtmhub read as Quantive
Synergita read as Synergita OKR
Unresolved, counted raw
ClearPoint
Devokr
Falen
Futureworks
Generic Spreadsheets
OKR Board
OKRify
OKRnest
Profit
Quantive, formerly Gtmhub
Strides
craft.io
Discontinued, still offered
No shut-down product was recommended here.