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Contact center quality assurance · November 2026 Edition

EvaluAgent vs ScorebuddyCX

Two of fourteen models named EvaluAgent first on the direct prompt; three named ScorebuddyCX. EvaluAgent was named by fourteen of the fourteen models and ScorebuddyCX by thirteen and EvaluAgent carries 41 labels and ScorebuddyCX 21, so the shares are not directly comparable.

EvaluAgent

accepted challenger

Named in one category this edition.

ScorebuddyCX

accepted challenger

Named in one category this edition.

First-choice share17%10%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#4A position in a field of 17; printed, not drawn.
Labels4121A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, EvaluAgent reading right to left. Rank and label count are printed, not drawn.Zendesk QA was named alongside these two in eight of the fourteen direct answers. Voxjar vs EvaluAgent · Voxjar vs ScorebuddyCX · EvaluAgent vs MaestroQA

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 contact center quality assurance page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
EvaluAgentFirst choices, of fourteen modelsScorebuddyCX
Direct23
Paraphrase41
Comparative00
Budget-constrained21
Scale-constrained00
Negative00
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, EvaluAgent and ScorebuddyCX were named in the same answer thirty-two times, of the 106 answers naming EvaluAgent and the 48 naming ScorebuddyCX. In those answers ScorebuddyCX took the first choice nine times and EvaluAgent five.

Every model, every framing

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

The direct prompt

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

EvaluAgent first, ScorebuddyCX an alternative

2 of 14 modelsScorebuddyCX was named in the answer but not as the choice, or not at all.
Kimi K2EvaluAgent alternatives: MaestroQA, Observe.AI, Zendesk QA
GPT-6 LunaEvaluAgent alternatives: Level AI, ScorebuddyCX, Zendesk QA

ScorebuddyCX first, EvaluAgent an alternative

3 of 14 modelsEvaluAgent was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5ScorebuddyCX alternatives: CloudTalk, EvaluAgent, Voxjar
Grok 4.20ScorebuddyCX alternatives: CloudTalk, EvaluAgent, Insightful, SQM CX Quality™, Zendesk QA
GLM 4.7 FlashXPlayvox QM, ScorebuddyCX alternatives: CloudTalk, EvaluAgent

Neither was the first choice, one was named

6 of 14 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniTalkdesk Quality Management alternatives: EvaluAgent, MaestroQA, Salesforce Service Cloud, ScorebuddyCX, my.SQM Auto QA
Gemini 3.5 FlashMaestroQA alternatives: EvaluAgent, Level AI, Scorebuddy, Zendesk QA
Mistral SmallInsightful, Zendesk QA alternatives: CallFinder, EvaluAgent
DeepSeek V4 FlashZendesk QA alternatives: EvaluAgent, Observe.AI, ScorebuddyCX, Voxjar
Qwen 3.7 FlashVoxjar alternatives: EvaluAgent, Insightful, Zendesk QA
Muse Glimmer 30BPlayvox QM, Scorebuddy alternatives: Balto, CloudTalk, EvaluAgent

Neither was named

3 of 14 modelsThe answer made no first choice from these two in this category.
Perplexity SonarScorebuddy alternatives: Level AI, Rippit, formerly MaestroQA, Talkdesk Quality Management, Voxjar, Zendesk QA
Llama 4 Maverickno first choice
MiniMax M2.5MaestroQA alternatives: Convin, Scorebuddy

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
EvaluAgent leads by four points.
EvaluAgent11%#4 of 13
ScorebuddyCX7%#5 of 13
The full small business standing →
Mid-marketThe figures above
EvaluAgent leads by six points.
EvaluAgent17%#2 of 17
ScorebuddyCX10%#4 of 17
The full mid-market standing →
Enterprise
EvaluAgent leads by two points.
EvaluAgent10%#2 of 15
ScorebuddyCX8%#4 of 15
The full enterprise standing →

What the models said about EvaluAgent

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

“For most mid-sized B2B companies, EvaluAgent is the best balance of automation, pricing transparency, and ease of use.” Mistral Small · paraphrase prompt · first choice
“My default pick: evaluagent for a mid-market B2B company that wants a dedicated QA tool” GPT-6 Luna · direct prompt · first choice
“The key differentiator for mid-sized B2B teams is usually EvaluAgent” DeepSeek V4 Flash · paraphrase prompt · first choice

What the models said about ScorebuddyCX

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

“ScorebuddyCX (or Scorebuddy) stands out as the best contact center quality assurance (QA) tool for a mid-market B2B company.” Grok 4.20 · direct prompt · first choice
“For most mid-market B2B companies, ScorebuddyCX or Playvox QM are likely your best bets” GLM 4.7 FlashX · direct prompt · first choice
“ScorebuddyCX is recommended for teams that want QA, coaching, and training in one platform” Claude Haiku 4.5 · paraphrase 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.