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Leave and absence management · November 2026 Edition

Calamari vs Timetastic

One of fourteen models named Calamari first on the direct prompt; zero named Timetastic. Calamari was named by fourteen of the fourteen models and Timetastic by twelve and Calamari carries 27 labels and Timetastic 26, so the shares are not directly comparable.

Calamari

accepted challenger

Named in one category this edition.

Timetastic

accepted challenger

Named in one category this edition.

First-choice share6%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%4%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#8A position in a field of 14; printed, not drawn.
Labels2726A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Calamari reading right to left. Rank and label count are printed, not drawn.Rippling was named alongside these two in eleven of the fourteen direct answers. LeaveBoard vs Calamari · LeaveBoard vs Timetastic · Vacation Tracker vs Calamari

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 leave and absence management page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
CalamariFirst choices, of fourteen modelsTimetastic
Direct10
Paraphrase10
Comparative10
Budget-constrained111 against Calamari
Scale-constrained00
Negative001 against Timetastic
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, Calamari and Timetastic were named in the same answer forty times, of the 79 answers naming Calamari and the 72 naming Timetastic. In those answers Timetastic took the first choice five times and Calamari five.

Every model, every framing

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

The direct prompt

The plain question, one answer per model, grouped by where Calamari and Timetastic stood in it.

Calamari first, Timetastic not the choice

1 of 14 modelsTimetastic was named in the answer but not as the choice, or not at all.
GLM 4.7 FlashXCalamari, Vacation Tracker alternatives: BambooHR, Rippling

Neither was the first choice, one was named

4 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.20Rippling alternatives: BambooHR, Calamari, Vacation Tracker
Mistral SmallAbsence.io, HiBob alternatives: Jorani, Timetastic
MiniMax M2.5Rippling alternatives: BambooHR, Calamari, TalentHR
Muse Glimmer 30BTalentHR, Vacation Tracker alternatives: BambooHR, Calamari, Deel, Rippling, Zoho People

Neither was named

9 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Paycor alternatives: HiBob, Personio, Rippling
GPT-5.4 miniAbsenceSoft alternatives: BambooHR, Sparrow, Workzoom
Gemini 3.5 FlashRippling alternatives: AbsenceSoft, AttendanceBot, BambooHR, HiBob, Vacation Tracker
Perplexity SonarBambooHR alternatives: AbsenceSoft, Deel, Factorial, Rippling, Vacation Tracker, Zoho People
DeepSeek V4 FlashRippling alternatives: BambooHR, Vacation Tracker, Zoho People
Llama 4 Maverickno first choice
Qwen 3.7 FlashFactorial, Rippling alternatives: BambooHR, HiBob, Zoho People
Kimi K2Rippling alternatives: BambooHR, Personio
GPT-6 LunaAbsenceSoft alternatives: Cocoon, Rippling

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
Calamari leads by two points.
Calamari12%#3 of 12
Timetastic10%#5 of 12
The full small business standing →
Mid-marketThe figures above
Calamari leads by four points.
Calamari6%#5 of 14
Timetastic2%#8 of 14
The full mid-market standing →
Enterprise
Calamari leads by two points.
Calamari2%#8 of 12
Timetastic0%#– of 12
The full enterprise standing →

What the models said about Calamari

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

“but slightly pricier—worth it if you need more features later” Grok 4.20 · budget prompt · soft negative
“I'd recommend starting with Calamari or Vacation Tracker for their excellent balance of features and pricing” GLM 4.7 FlashX · direct prompt · first choice
“My default pick: Calamari—assuming you want a dedicated PTO tool and already have an HRIS/payroll system.” GPT-6 Luna · paraphrase prompt · first choice
“Calamari | Best Overall | Excellent custom absence rules and flexibility” MiniMax M2.5 · comparative prompt · first choice

What the models said about Timetastic

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

“no way to cancel just a portion of the leave request and lack of details about leave balance on the dashboard” Claude Haiku 4.5 · negative prompt · soft negative
“If you want the simplest UI (no learning curve): Go with TimeTastic.” Qwen 3.7 Flash · budget prompt · first choice
“Simple, visual calendar view | Timetastic | Highly affordable, zero learning curve for managers.” Gemini 3.5 Flash · budget prompt · alternative
“A popular, cost-effective, standalone app widely used by small businesses and European/UK teams.” Gemini 3.5 Flash · comparative prompt · alternative
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.