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Goals and OKRs · November 2026 Edition

Profit.co vs Perdoo

One of fourteen models named Profit.co first on the direct prompt; one named Perdoo. Both were named by all fourteen models and Profit.co carries 44 labels and Perdoo 52, so the shares are not directly comparable.

Profit.co

accepted challenger

Named in two categories this edition.

Perdoo

accepted challenger

Named in one category this edition.

First-choice share13%12%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate11%12%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 17; printed, not drawn.
Labels4452A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Profit.co reading right to left. Rank and label count are printed, not drawn.Tability was named alongside these two in nine of the fourteen direct answers. Tability vs Profit.co · Tability vs Perdoo · Profit.co vs Lattice

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; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the goals and okrs page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Profit.coFirst choices, of fourteen modelsPerdoo
Direct111 against Profit.co
Paraphrase221 against Profit.co
Comparative02
Budget-constrained431 against Profit.co
Scale-constrained00
Negative002 against Profit.co · 6 against Perdoo
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the November 2026 Edition, Profit.co and Perdoo were named in the same answer eighty-three times, of the 139 answers naming Profit.co and the 131 naming Perdoo. In those answers Perdoo took the first choice fourteen times and Profit.co thirteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Profit.co and Perdoo stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.20
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 Flash
Kimi K2
GLM 4.7 FlashX
MiniMax M2.5
GPT-6 Luna
Muse Glimmer 30B
Profit.co Perdoo first choice named as an alternative argued againstblank: not namedEach cell is one answer, Profit.co on the left and Perdoo on the right.

The direct prompt

The plain question, one answer per model, grouped by where Profit.co and Perdoo stood in it.

Profit.co first, Perdoo not the choice

1 of 14 modelsPerdoo was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashProfit.co alternatives: Lattice, Leapsome, Microsoft Viva Goals, Quantive

Perdoo first, Profit.co an alternative

1 of 14 modelsProfit.co was named in the answer but not as the choice, or not at all.
GPT-6 LunaPerdoo alternatives: Betterworks, Lattice, Profit.co, WorkBoard

Neither was the first choice, one was named

7 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Mooncamp alternatives: FlowyTeam, Perdoo, Profit.co, Tability
GPT-5.4 miniBetterworks alternatives: Lattice, Leapsome, Perdoo, WorkBoard
Perplexity SonarCascade Strategy alternatives: Perdoo, Tability
DeepSeek V4 FlashTability alternatives: 15Five, Leapsome, Perdoo, Profit.co
Kimi K2Tability alternatives: 15Five, Lattice, Perdoo, Profit.co
GLM 4.7 FlashXTability alternatives: 15Five, Perdoo, Profit.co, Weekdone
Muse Glimmer 30BTability alternatives: 15Five, Betterworks, Leapsome, Perdoo, Profit.co

Neither was named

5 of 14 modelsThe answer made no first choice from these two in this category.
Grok 4.20Tability alternatives: 15Five, Lattice, Leapsome
Mistral SmallTability alternatives: 15Five, Leapsome
Llama 4 Maverickno first choice
Qwen 3.7 FlashMooncamp alternatives: 15Five, Betterworks, Leapsome
MiniMax M2.5Leapsome, Tability alternatives: 15Five, Betterworks, Lattice

Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Profit.co leads by two points.
Profit.co17%#2 of 20
Perdoo15%#3 of 20
The full small business standing →
Mid-marketThe figures above
Profit.co leads by two points.
Profit.co13%#2 of 17
Perdoo12%#3 of 17
The full mid-market standing →
Enterprise
Profit.co leads by four points.
Profit.co4%#5 of 11
Perdoo0%#10 of 11
The full enterprise standing →

What the models said about Profit.co

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.

“creation is slow and form-heavy, with no importer... the interface has a steep learning curve” Claude Haiku 4.5 · negative prompt · hard negative
“Steer clear of enterprise platforms (like WorkBoard or Profit.co's higher tiers)” Gemini 3.5 Flash · budget prompt · hard negative
“Profit.co bundles goals with performance and strategy execution but can feel more feature-heavy.” Grok 4.20 · paraphrase prompt · soft negative
“The best free OKR management software in 2026 is Profit.co, which offers a permanently free plan with unlimited OKRs” Muse Glimmer 30B · budget prompt · first choice
“1. Profit.co — *Best Free Option* ... The most generous truly free plan that never expires” Kimi K2 · budget prompt · first choice
“Profit.co (Best Overall Free Option) ... Permanently free plan for unlimited users and OKRs” Grok 4.20 · budget prompt · first choice

What the models said about Perdoo

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“Tools like Profit and Perdoo are frequently cited in industry "graveyard" articles.” GLM 4.7 FlashX · negative prompt · hard negative
“five paid seats for Perdoo and Mooncamp, which can make "low" per-user pricing misleading for small teams” Perplexity Sonar · negative prompt · soft negative
“While popular, some users flag bugs, and some users report the platform can be buggy” Claude Haiku 4.5 · negative prompt · soft negative
“Perdoo and Profit.co are frequently cited as the best overall for mid-sized teams” Mistral Small · paraphrase prompt · first choice
“start with SugarOKR (completely free) or Perdoo (free for up to 5 users)” MiniMax M2.5 · budget prompt · first choice
“Best budget pick: Perdoo if your company has five or fewer users.” GPT-6 Luna · budget prompt · first choice
Also compared

Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.