Goals and OKRs for small business buyers
Asked as “OKR software”, and as “goal management platform”, on behalf of a small B2B company. 56 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
30%
Contested · Perdoo 21%
30Tability21Perdoo14Weekdone34others
30% of first choices, contested.
Since September 2026▼−7Since September 2026: 37% → 30%, −7 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Tability held the lead, −7 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
Tability30%Contested▼−7Since September 2026: 37% → 30%, −7 points. Inside the 13-point floor: within noise. Read over the models both editions asked.This pageMid-market
Perdoo24%Contested▼−5Since September 2026: 29% → 24%, −5 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Standing →Enterprise
WorkBoard37%Contested↗new leaderNew leader since September 2026: WorkBoard (38%) replaces Betterworks (33% then, 24% now), 13 points clear, inside the 13-point floor.Standing →
Tability30%Contested▼−7Since September 2026: 37% → 30%, −7 points. Inside the 13-point floor: within noise. Read over the models both editions asked.This pageMid-marketPerdoo24%Contested▼−5Since September 2026: 29% → 24%, −5 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseWorkBoard37%Contested↗new leaderNew leader since September 2026: WorkBoard (38%) replaces Betterworks (33% then, 24% now), 13 points clear, inside the 13-point floor.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Tability30%4%50endorsed leader▼−7Since September 2026: 37% → 30%, −7 points. Inside the 13-point floor: within noise. Read over the models both editions asked.37% → 30%
Tability30%4%50endorsed leader▼−7Since September 2026: 37% → 30%, −7 points. Inside the 13-point floor: within noise. Read over the models both editions asked.37% → 30%02Perdoo21%9%54accepted challenger▲+17Since September 2026: 4% → 21%, +17 points. Past the 13-point floor: movement. Read over the models both editions asked.4% → 21%
Perdoo21%9%54accepted challenger▲+17Since September 2026: 4% → 21%, +17 points. Past the 13-point floor: movement. Read over the models both editions asked.4% → 21%03
Weekdone14%2%51accepted challenger▲+6Since September 2026: 4% → 11%, +6 points. Inside the 13-point floor: within noise. Read over the models both editions asked.4% → 11%
Weekdone14%2%51accepted challenger▲+6Since September 2026: 4% → 11%, +6 points. Inside the 13-point floor: within noise. Read over the models both editions asked.4% → 11%04
Profit.co9%33%30criticized challenger▲+4Since September 2026: 7% → 11%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.7% → 11%
Profit.co9%33%30criticized challenger▲+4Since September 2026: 7% → 11%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.7% → 11%05
Mooncamp5%10%20accepted challenger▲+4Since September 2026: 2% → 6%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 6%
Mooncamp5%10%20accepted challenger▲+4Since September 2026: 2% → 6%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 6%06
ClickUp4%7%28accepted challenger▼−2Since September 2026: 7% → 4%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.7% → 4%
ClickUp4%7%28accepted challenger▼−2Since September 2026: 7% → 4%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.7% → 4%07
OKRs Tool4%12%25accepted challenger▼−13Since September 2026: 17% → 4%, −13 points. Inside the 13-point floor: within noise. Read over the models both editions asked.17% → 4%
OKRs Tool4%12%25accepted challenger▼−13Since September 2026: 17% → 4%, −13 points. Inside the 13-point floor: within noise. Read over the models both editions asked.17% → 4%08
Teamflect2%5%19accepted challenger▼−2Since September 2026: 4% → 2%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.4% → 2%
Teamflect2%5%19accepted challenger▼−2Since September 2026: 4% → 2%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.4% → 2%09
Asana2%13%23accepted challenger▼−4Since September 2026: 7% → 2%, −4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.7% → 2%
Asana2%13%23accepted challenger▼−4Since September 2026: 7% → 2%, −4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.7% → 2%Show the eight products at 0%, ordered by negative rate
17WorkBoard0%80%15criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
WorkBoard0%80%15criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%16
Betterworks0%69%13criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
Betterworks0%69%13criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%15
Lattice0%48%33criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
Lattice0%48%33criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%14
Quantive0%40%10criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
Quantive0%40%10criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%13
15Five0%39%18criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
15Five0%39%18criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%11
Monday.com0%10%10accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 0%
Monday.com0%10%10accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 0%12
Notion0%10%10accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
Notion0%10%10accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%10SimpleOKR0%8%12accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.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 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.
All twenty-eight head-to-head pages: the top eight products, each against each
Perdoo vs Profit.coPerdoo vs MooncampPerdoo vs BetterworksPerdoo vs WorkBoardTability vs LatticeTability vs OKRs ToolTability vs Profit.coTability vs MooncampTability vs BetterworksTability vs WorkBoardLattice vs OKRs ToolLattice vs Profit.coLattice vs MooncampLattice vs BetterworksLattice vs WorkBoardOKRs Tool vs Profit.coOKRs Tool vs MooncampOKRs Tool vs BetterworksOKRs Tool vs WorkBoardProfit.co vs MooncampProfit.co vs BetterworksProfit.co vs WorkBoardMooncamp vs BetterworksMooncamp vs WorkBoardBetterworks vs WorkBoard
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 →
010203040506070809S10
11121314151617Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Tability30%
Tability30%02Perdoo21%
Perdoo21%03Weekdone14%
Weekdone14%04Profit.co9%
Profit.co9%05Mooncamp5%
Mooncamp5%06ClickUp4%
ClickUp4%07OKRs Tool4%
OKRs Tool4%08Teamflect2%
Teamflect2%09Asana2%
Asana2%10SimpleOKR0%
11Monday.com0%
Monday.com0%12Notion0%
Notion0%1315Five0%
15Five0%14Quantive0%
Quantive0%15Lattice0%
Lattice0%16Betterworks0%
Betterworks0%17WorkBoard0%
WorkBoard0%What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, 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.
Lattice48%
16 of 33 labels negative · 11 of 14 models · 6 hard negative
“should avoid OKR tools designed for large enterprises, such as Betterworks, Lattice, and Workboard” MiniMax M2.5, negative prompt
WorkBoard80%
12 of 15 labels negative · 10 of 14 models · 8 hard negative
“Tools like WorkBoard, Betterworks, and Gtmhub/Quantive are designed for thousands of employees... Small businesses should avoid these” DeepSeek V4 Flash, negative prompt
Betterworks69%
9 of 13 labels negative · 8 of 14 models · 7 hard negative
“Built for enterprise scale with complex org structures and rigid governance. These can overwhelm small teams still learning OKR methodology.” Qwen 3.7 Flash, negative prompt
Profit.co33%
10 of 30 labels negative · 7 of 14 models · 3 hard negative
“Avoid Profit.co unless you specifically need performance management features—it's overkill for most small B2B companies” Kimi K2, direct 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
78 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. 1063 links across 152 sites, every framing counted. Ranked by the number of answers carrying the site or page. 5 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 · Tability59 answers · 108 citations · 13 models
vendor site · OKRs Tool53 answers · 128 citations · 12 models
vendor site · Mooncamp38 answers · 59 citations · 13 models
vendor site · Rework33 answers · 40 citations · 10 models
vendor site · ONES.com32 answers · 53 citations · 12 models
28 answers · 33 citations · 11 models
vendor site · Profit.co25 answers · 41 citations · 10 models
vendor site · FirstHR25 answers · 33 citations · 11 models
vendor site · Synergita25 answers · 32 citations · 9 models
vendor site · Guideflow24 answers · 24 citations · 12 models
vendor site · WorkBoard22 answers · 23 citations · 11 models
19 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.
41 answers · 12 models
32 answers · 10 models
31 answers · 9 models
28 answers · 10 models
25 answers · 11 models
22 answers · 10 models
22 answers · 10 models
20 answers · 11 models
20 answers · 10 models
19 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 | 30% | 99 | 320 | 14 | 39,804 | 3 | ||
| Perdoo perdoo.com | 21% | 121 | 390 | 1 | 8,147 | 16 | ||
| Weekdone weekdone.com | 14% | 87 | 170 | 1 | 9,742 | 1 | ||
| Profit.co profit.co | 9% | 117 | 590 | 0 | 28,000 | 26 | ||
| Mooncamp mooncamp.com | 5% | 71 | 720 | 0 | 58,678 | 1 | ||
| ClickUp clickup.com | 4% | 73 | 201,000 | 1,733 | 322,021 | $1,470 | 120 | |
| OKRs Tool okrstool.com | 4% | 57 | 260 | 20 | 6,738 | 1 | 1 | |
| Teamflect teamflect.com | 2% | 149 | 880 | 12 | 12,592 | 30 | 8 | |
| Asana asana.com | 2% | 54 | 301,000 | 6,012 | 1,486,362 | $110,925 | 113 | |
| ONES.com ones.com | 2% | 12 | 1,300 | 0 | 145,123 |
Google's top ten for the three searches hold 12 sites; 5 of them are among the sites the models cited here (mooncamp.com, okrstool.com, peoplemanagingpeople.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 small B2B company?”Paraphrase“Which goal management platform would you recommend to a small business that sells to other businesses?”Comparative“What are the top OKR tools for a small team and how do they differ?”Budget-constrained“What is the best OKR software for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a OKR software. What should we look at?”Negative“Which OKR tools should a small business avoid or be cautious about?”
Claude Haiku 4.5Tabilityno first choiceChangedTabilityOKRs Tool, Tabilityno first choiceagainst: Cascade Strategy, OKRs Tool, Perdoo, SimpleOKR, WorkBoard, Workpath
Three alternatives
Perdoo, Profit.co, WeekdoneFive alternatives
OKRs Tool, Perdoo, SimpleOKR, SugarOKR, WeekdoneFour alternatives
SimpleOKR, SugarOKR, Synergita, TeamflectGPT-5.4 miniPerdooProfit.coChangedPerdooagainst: WorkBoardPerdoo, Profit.cono first choiceagainst: 15Five, Asana, ClickUp, Lattice
Five alternatives
Asana, Lattice, Leapsome, Profit.co, WeekdoneOne alternative
WeekdoneThree alternatives
Betterworks, Lattice, Profit.coOne alternative
MooncampGemini 3.5 FlashTabilityagainst: Quantive, WorkBoardTabilityHeldTabilityONES.comTability, Teamflectagainst: Asana, Betterworks, Cascade Strategy, ClickUp, Culture Amp, Lattice, Microsoft Viva Goals, Monday.com, Notion, Quantive Results, WorkBoard, Workday
Three alternatives
OKRs Tool, Teamflect, WeekdoneFour alternatives
Asana, ClickUp, Profit.co, WeekdoneFour alternatives
Google Sheets, OKRs Tool, Teamflect, WeekdoneFour alternatives
OKRs Tool, Perdoo, Tability, TeamflectFour alternatives
Asana, ClickUp, OKRs Tool, PerdooPerplexity SonarMooncamp, TabilityWeekdoneChangedTability, WeekdoneTabilityno first choicenothing named
One alternative
PerdooTwo alternatives
Hirebook, PerdooTwo alternatives
Lattice, Profit.coTwo alternatives
OKRs Tool, Profit.coGrok 4.1 FastClickUpagainst: LatticeWeekdoneChangedPerdoo, Weekdoneagainst: LatticePerdoono first choiceagainst: 15Five, Cascade Strategy, Lattice, Leapsome, Perdoo, Profit.co, Rhythms, WorkBoard
Three alternatives
OKRs Tool, SimpleOKR, WeekdoneOne alternative
HirebookThree alternatives
Mooncamp, Profit.co, TabilityThree alternatives
ClickUp, SugarOKR, WeekdoneFive alternatives
Lattice, Perdoo, Profit.co, Weekdone, WorkBoardMistral SmallProfit.co, Tabilityagainst: LatticeClickUpChangedPerdoo, Tabilityagainst: OKRs ToolOKRs Tool, Tabilityno first choiceagainst: Profit.co
Two alternatives
Mooncamp, PerdooTwo alternatives
Asana, Monday.comFour alternatives
Lattice, Leapsome, Teamflect, WeekdoneOne alternative
LatticeSix alternatives
15Five, Asana, ClickUp, Quantive, Tability, WeekdoneDeepSeek V4 FlashPerdooagainst: Profit.coPerdooHeldagainst: 15Five, Asana, Betterworks, Lattice, Microsoft Viva Goals, Profit.coPerdooagainst: LatticePerdooPerdooagainst: 15Five, Betterworks, Culture Amp, Lattice, Leapsome, Microsoft Viva Goals, OKRs Tool, Perdoo, Profit.co, Quantive, WorkBoard
Three alternatives
ClickUp, Tability, WeekdoneTwo alternatives
ClickUp, SalesmateFive alternatives
ClickUp, Mooncamp, ONES.com, Tability, WeekdoneThree alternatives
ONES.com, Tability, TeamflectFour alternatives
15Five, ClickUp, Lattice, WeekdoneLlama 4 Maverickno first choiceno first choiceHeldno first choiceokrstool.comMooncampnothing named
Two alternatives
Lattice, TabilityThree alternatives
OKRs Tool, Peoplebox, TabilityQwen 3.7 FlashTabilityTabilityHeldTabilityKoan, Weekdoneagainst: BambooHR, Lattice, WorkBoardTabilityagainst: Betterworks, Mooncamp, Profit.co, WorkBoard
Four alternatives
15Five, ClickUp, Effy AI, SynergitaThree alternatives
15Five, ClickUp, GoalsOnTrackFour alternatives
Perdoo, SugarOKR, Teamflect, WeekdoneTwo alternatives
Google Sheets, PerdooFour alternatives
Mooncamp, OKRs Tool, Perdoo, TeamflectKimi K2Tabilityagainst: Profit.coPerdooChangedPerdoo, WeekdoneProfit.co, Weekdoneno first choiceagainst: 15Five, Betterworks, Lattice, Microsoft Viva Goals, Tability
Two alternatives
Perdoo, WeekdoneTwo alternatives
15Five, LatticeFive alternatives
15Five, Asana, ClickUp, Lattice, NotionFour alternatives
ClickUp, OKR, Perdoo, TabilityGLM 4.7 FlashXTabilityAsanaChangedClickUp, Monday.comProfit.cono first choiceagainst: 15Five, Betterworks, Businessmap, Lattice, Leapsome, Perdoo, Synergita, Teamflect, WorkBoard
Four alternatives
OKRs Tool, Perdoo, Teamflect, WeekdoneThree alternatives
ClickUp, Goals.com, TrelloThree alternatives
Asana, Teamflect, WeekdoneSix alternatives
ONES.com, Perdoo, SimpleOKR, Tability, Teamflect, WeekdoneMiniMax M2.5Perdoo, WeekdoneMooncamp, PerdooChangedPerdoo, TabilityExcel/Google Sheetsno first choiceagainst: Betterworks, Lattice, WorkBoard
Two alternatives
Betterworks, SynergitaOne alternative
HirebookFive alternatives
Loach, Mooncamp, Range, Synergita, TeamflectTwo alternatives
WeekPlan, WeekdoneGPT-6 LunaTabilityagainst: LatticeWeekdoneChangedPerdooagainst: Mooncamp, Profit.coPerdoo, Tabilityno first choiceagainst: Betterworks, Profit.co, Quantive, WorkBoard
One alternative
PerdooOne alternative
Profit.coThree alternatives
ClickUp, Tability, WeekdoneOne alternative
WeekdoneMuse Glimmer 30BPerdooTability, WeekdoneChangedWeekdoneagainst: TabilitySynergita OKR Starter, Weekdoneno first choiceagainst: Latticeagainst: 15Five, Betterworks, Cascade Strategy, Engagedly, Jira Align, Lattice, Leapsome, Perdoo, Profit.co, Quantive, Rhythms, Weekdone, WorkBoard
Two alternatives
OKRs Tool, TabilityFour alternatives
OKRs Tool, Perdoo, Profit.co, TeamflectThree alternatives
OKRs Tool, Perdoo, Synergita OKR StarterFive alternatives
Launch, ONES.com, Perdoo, Tability, TeamflectSix alternatives
Asana, ClickUp, Monday.com, Mooncamp, Perdoo, 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. 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 | 2026-10-01 09:33 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:25 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:06 | yes | 22 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 11:57 | yes | 29 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:47 | yes | 23 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:28 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:25 | yes | 18 | 29 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:48 | yes | 5 | 4 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:02 | yes | 10 | 24 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:42 | yes | 14 | 29 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:14 | yes | 21 | 33 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:11 | yes | 12 | 21 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:57 | yes | 4 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:26 | yes | 23 | 29 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:15 | no | 0 | 3 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:53 | yes | 5 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:10 | yes | 15 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 09:08 | yes | 20 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:34 | yes | 24 | 15 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:11 | no | 0 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:40 | yes | 23 | 24 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:36 | yes | 5 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:06 | yes | 15 | 53 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:20 | yes | 19 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:54 | yes | 19 | 105 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:44 | yes | 5 | 20 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:36 | yes | 3 | 11 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:58 | yes | 21 | 27 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:20 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:22 | yes | 4 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:57 | yes | 24 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 10:51 | yes | 19 | 3 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:04 | yes | 19 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:09 | yes | 10 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:46 | yes | 24 | 39 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:04 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:04 | yes | 13 | 29 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:04 | yes | 13 | 21 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:40 | yes | 23 | 62 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:20 | yes | 8 | 20 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:27 | yes | 7 | 19 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:24 | yes | 14 | 24 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:26 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:25 | yes | 4 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:37 | yes | 18 | 24 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 10:59 | yes | 19 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:13 | yes | 22 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:31 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:11 | yes | 23 | 27 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:47 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:04 | yes | 10 | 40 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:54 | yes | 10 | 16 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:11 | yes | 14 | 82 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:58 | yes | 5 | 10 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:42 | yes | 3 | 10 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:25 | yes | 14 | 24 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:48 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:30 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:06 | yes | 9 | 20 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 08:42 | yes | 18 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:04 | yes | 14 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:50 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:15 | yes | 20 | 33 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:36 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:40 | yes | 9 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 07:53 | yes | 19 | 26 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:13 | yes | 15 | 23 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:24 | no | 0 | 9 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:29 | yes | 1 | 14 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:45 | yes | 12 | 24 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:15 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:58 | yes | 3 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:51 | yes | 29 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 09:12 | yes | 20 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:38 | yes | 18 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:29 | yes | 5 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:46 | yes | 20 | 31 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:47 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:28 | yes | 14 | 47 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:29 | yes | 24 | 23 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:03 | yes | 13 | 29 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:13 | yes | 20 | 62 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:57 | yes | 4 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:53 | yes | 22 | 43 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.io read as Microsoft Viva Goals
Cascade read as Cascade Strategy
Gtmhub read as Quantive
Unresolved, counted raw
ClickUp OKR
ConectoHub
Craft.io
Goals.com
GoalsOnTrack
Google Doc
HubSpot's goal tracking
Launch
OKR Board for Jira
Salesmate
SmartOKR
Targafy
WeekPlan
okrstool.com
Discontinued, still offered
No shut-down product was recommended here.