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Goals and OKRs · November 2026 Edition

Profit.co vs Mooncamp

One of fourteen models named Profit.co first on the direct prompt; two named Mooncamp. Profit.co was named by fourteen of the fourteen models and Mooncamp by eleven and Profit.co carries 44 labels and Mooncamp 16, so the shares are not directly comparable.

Profit.co

accepted challenger

Named in two categories this edition.

Mooncamp

accepted challenger

Named in one category this edition.

First-choice share13%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate11%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#7A position in a field of 17; printed, not drawn.
Labels4416A 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 Mooncamp · Profit.co vs Perdoo

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 modelsMooncamp
Direct121 against Profit.co
Paraphrase201 against Profit.co
Comparative00
Budget-constrained401 against Profit.co
Scale-constrained00
Negative012 against Profit.co · 1 against Mooncamp
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 Mooncamp were named in the same answer forty-six times, of the 139 answers naming Profit.co and the 70 naming Mooncamp. In those answers Mooncamp took the first choice seven times and Profit.co six.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Profit.co and Mooncamp 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 Mooncamp first choice named as an alternative argued againstblank: not namedEach cell is one answer, Profit.co on the left and Mooncamp on the right.

The direct prompt

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

Profit.co first, Mooncamp not the choice

1 of 14 modelsMooncamp 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

Mooncamp first, Profit.co an alternative

2 of 14 modelsProfit.co was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Mooncamp alternatives: FlowyTeam, Perdoo, Profit.co, Tability
Qwen 3.7 FlashMooncamp alternatives: 15Five, Betterworks, Leapsome

Neither was the first choice, one was named

5 of 14 modelsThe answer put something else first and named one of the two as an alternative.
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
GPT-6 LunaPerdoo alternatives: Betterworks, Lattice, Profit.co, WorkBoard
Muse Glimmer 30BTability alternatives: 15Five, Betterworks, Leapsome, Perdoo, Profit.co

Neither was named

6 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniBetterworks alternatives: Lattice, Leapsome, Perdoo, WorkBoard
Perplexity SonarCascade Strategy alternatives: Perdoo, Tability
Grok 4.20Tability alternatives: 15Five, Lattice, Leapsome
Mistral SmallTability alternatives: 15Five, Leapsome
Llama 4 Maverickno first choice
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 five points.
Profit.co17%#2 of 20
Mooncamp12%#4 of 20
The full small business standing →
Mid-marketThe figures above
Profit.co leads by ten points.
Profit.co13%#2 of 17
Mooncamp4%#7 of 17
The full mid-market standing →
Enterprise
Profit.co leads by two points.
Profit.co4%#5 of 11
Mooncamp2%#8 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 Mooncamp

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

“five paid seats for Perdoo and Mooncamp, which can make "low" per-user pricing misleading for small teams” Perplexity Sonar · negative prompt · soft negative
“Tability or Mooncamp for clean UIs, weekly check-ins, and visual alignment” Grok 4.20 · negative prompt · first choice
“Best Overall for Pure OKR Focus: Mooncamp” Qwen 3.7 Flash · direct prompt · first choice
“1. Mooncamp (Best Overall for Mid-Market)” Claude Haiku 4.5 · direct 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.