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Professional services automation · October 2026 Edition

Teamwork.com vs Scoro

Zero of fourteen models named Teamwork.com first on the direct prompt; zero named Scoro. Teamwork.com was named by nine of the fourteen models and Scoro by thirteen and Teamwork.com carries 12 labels and Scoro 40, so the shares are not directly comparable.

Teamwork.com

accepted challenger

Named in two categories this edition.

Scoro

accepted challenger

Named in two categories this edition.

First-choice share6%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%12%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 10; printed, not drawn.
Labels1240A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Teamwork.com reading right to left. Rank and label count are printed, not drawn.Kantata was named alongside these two in thirteen of the fourteen direct answers. BigTime vs Teamwork.com · BigTime vs Scoro · Kantata vs Teamwork.com

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 professional services automation page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Teamwork.comFirst choices, of fourteen modelsScoro
Direct00
Paraphrase00
Comparative01
Budget-constrained301 against Scoro
Scale-constrained01
Negative004 against Scoro
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 October 2026 Edition, Teamwork.com and Scoro were named in the same answer twenty times, of the 35 answers naming Teamwork.com and the 102 naming Scoro. In those answers Scoro took the first choice two times and Teamwork.com six.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Teamwork.com and Scoro stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.1 Fast
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
Teamwork.com Scoro first choice named as an alternative argued againstblank: not namedEach cell is one answer, Teamwork.com on the left and Scoro on the right.

The direct prompt

The plain question, one answer per model, grouped by where Teamwork.com and Scoro stood in it.

Neither was the first choice, one was named

10 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Kantata alternatives: Accelo, BigTime, Certinia Professional Services Cloud, Scoro
GPT-5.4 miniKantata alternatives: Certinia Professional Services Cloud, Productive, Scoro
Gemini 3.5 FlashRocketlane alternatives: Certinia Professional Services Cloud, Kantata, Scoro
Grok 4.1 FastBigTime alternatives: Accelo, Autotask, Kantata, Scoro
DeepSeek V4 FlashBigTime alternatives: Accelo, Certinia PS Cloud, Kantata, Scoro
Llama 4 MaverickKantata alternatives: Scoro
Qwen 3.7 FlashKantata alternatives: Accelo, Scoro
Kimi K2BigTime, Kantata alternatives: Accelo, Certinia Professional Services Cloud, Scoro
GLM 4.7 FlashXKantata alternatives: BigTime, Scoro
Muse Glimmer 30BKantata alternatives: Birdview, Deltek Vantagepoint, Scoro

Neither was named

4 of 14 modelsThe answer made no first choice from these two in this category.
Perplexity SonarKantata alternatives: Accelo, Birdview, Rocketlane, Ruddr
Mistral SmallKantata, Rocketlane alternatives: SAP S/4HANA
MiniMax M2.5Kantata alternatives: Avaza, Certinia Professional Services Cloud, Rocketlane, Upland PSA
GPT-6 LunaKantata OX alternatives: BigTime, Certinia Professional Services Cloud, Rocketlane

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
Scoro leads by four points.
Scoro5%#4 of 11
Teamwork.com2%#6 of 11
The full small business standing →
Mid-marketThe figures above
The order flips: Teamwork.com leads at mid-market.
Teamwork.com6%#5 of 10
Scoro2%#7 of 10
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Teamwork.com0%#– of 11
Scoro0%#11 of 11
The full enterprise standing →

What the models said about Teamwork.com

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

“If you need the cheapest viable PSA with time tracking + invoicing, Teamwork.com from ~$9.99/user/mo and BigTime Essentials from ~$20/user/mo are the most frequently cited budget-friendly options” Muse Glimmer 30B · budget prompt · first choice
“Productive (starting at $9/user/month) or Teamwork.com ... offer the best overall value” DeepSeek V4 Flash · budget prompt · first choice
“Productive or Teamwork are the top picks” GLM 4.7 FlashX · budget prompt · first choice

What the models said about Scoro

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

“if you need a "pure" PSA, because one industry analysis notes that some vendors market themselves primarily as project management” Perplexity Sonar · negative prompt · soft negative
“Opinionated setup that's time-consuming to configure, lacks depth for complex billing as firms scale” Grok 4.1 Fast · negative prompt · soft negative
“Users report that Scoro is sometimes slow, particularly when opening a project with many details” Claude Haiku 4.5 · negative prompt · soft negative
“Choose Scoro if you want to replace multiple tools with one affordable system and need strong financial reporting.” GLM 4.7 FlashX · comparative prompt · first choice
“Kantata and Scoro are strong at your size” Kimi K2 · scale prompt · first choice
“Scoro is an all-in-one solution where you can manage projects, tasks, sales pipeline, resource allocations, and financials” Claude Haiku 4.5 · direct 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.