AI Indexes
GTM AI Index
Index › Customer › Contact center QA › Zendesk QA vs Playvox
Contact center quality assurance · October 2026 Edition

Zendesk QA vs Playvox

Two of fourteen models named Zendesk QA first on the direct prompt; zero named Playvox. Zendesk QA was named by thirteen of the fourteen models and Playvox by eight and Zendesk QA carries 28 labels and Playvox 16, so the shares are not directly comparable.

Zendesk QA

accepted challenger

By Zendesk, San Francisco, United States, founded 2007. Named in one category this edition.

Playvox

accepted challenger

Named in one category this edition.

First-choice share14%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#7A position in a field of 13; printed, not drawn.
Labels2816A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Zendesk QA reading right to left. Rank and label count are printed, not drawn.EvaluAgent was named alongside these two in twelve of the fourteen direct answers. EvaluAgent vs Zendesk QA · EvaluAgent vs Playvox · Scorebuddy vs Zendesk QA

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.
Zendesk QAFirst choices, of fourteen modelsPlayvox
Direct20
Paraphrase41
Comparative10
Budget-constrained10
Scale-constrained00
Negative001 against Zendesk QA
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, Zendesk QA and Playvox were named in the same answer fourteen times, of the 84 answers naming Zendesk QA and the 31 naming Playvox. In those answers Playvox took the first choice zero times and Zendesk QA four.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Zendesk QA and Playvox stood in it.
ModelDirectPLParaphrasePLComparativePLBudget-constrainedPLScale-constrainedPLNegativePL
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.1 FastPLPL
Mistral Small
DeepSeek V4 FlashPLPLPL
Llama 4 Maverick
Qwen 3.7 FlashPL
Kimi K2PLPLPL
GLM 4.7 FlashX
MiniMax M2.5PL
GPT-6 Luna
Muse Glimmer 30BPL
Zendesk QAPL Playvox first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zendesk QA on the left and Playvox on the right.

The direct prompt

The plain question, one answer per model, grouped by where Zendesk QA and Playvox stood in it.

Zendesk QA first, Playvox an alternative

2 of 14 modelsPlayvox was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashZendesk QA alternatives: EvaluAgent, Level AI, MaestroQA
Muse Glimmer 30BObserve.AI, Zendesk QA alternatives: EvaluAgent, Playvox, Scorebuddy

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 miniLevel AI alternatives: Calabrio ONE, Scorebuddy, Zendesk QA
Grok 4.1 FastEvaluAgent, Scorebuddy alternatives: Balto, Talkdesk QM, Zendesk QA
DeepSeek V4 FlashEvaluAgent alternatives: AmplifAI, Observe.AI, Scorebuddy, Talkdesk, Zendesk QA
Qwen 3.7 FlashCallMiner Eureka alternatives: Five9 Agent Connect, MaestroQA, NICE CXone Quality Management, Playvox
Kimi K2EvaluAgent alternatives: Playvox, ScorebuddyCX, Zendesk QA
MiniMax M2.5Scorebuddy alternatives: EvaluAgent, Voxjar, Zendesk QA

Neither was named

6 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Scorebuddy alternatives: Convin, EvaluAgent, Gong, Level AI
Perplexity SonarScorebuddy alternatives: AmplifAI, Balto, EvaluAgent, Level AI
Mistral SmallEvaluAgent, Scorebuddy alternatives: Talkdesk
Llama 4 MaverickEvaluAgent alternatives: GetApp, Scorebuddy
GLM 4.7 FlashXAmplifAI, Balto alternatives: EvaluAgent, Playvox QM, Scorebuddy
GPT-6 LunaEvaluAgent alternatives: CallMiner Eureka, NICE CXone Quality Management

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
Zendesk QA leads by nine points.
Zendesk QA9%#4 of 12
Playvox0%#– of 12
The full small business standing →
Mid-marketThe figures above
Zendesk QA leads by twelve points.
Zendesk QA14%#3 of 13
Playvox2%#7 of 13
The full mid-market standing →
Enterprise
Zendesk QA leads by four points.
Zendesk QA4%#7 of 14
Playvox0%#– of 14
The full enterprise standing →

What the models said about Zendesk QA

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

“Tools that rely heavily on AI scoring (e.g., Observe.AI, Kaizo, Zendesk QA/Formerly Klaus)” DeepSeek V4 Flash · negative prompt · soft negative
“If you are Zendesk-native: Zendesk QA, formerly Klaus ... Zendesk QA gives the deepest native integration and risk-based review without manual sampling.” Muse Glimmer 30B · direct prompt · first choice
“A highly automated, AI-driven QA tool built specifically for support teams, now natively unified inside the Zendesk ecosystem.” Gemini 3.5 Flash · comparative prompt · first choice
“I'd recommend Zendesk QA (formerly Klaus) if your priority is support quality assurance and conversation review” Perplexity Sonar · paraphrase prompt · first choice

What the models said about Playvox

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

“Playvox or Scorebuddy are likely your best bets” Kimi K2 · paraphrase prompt · first choice
“the best-in-class solutions (e.g., Playvox, Qualtrics, advanced EnsembleIQ styles) combine AI for 100% coverage with human calibration” DeepSeek V4 Flash · negative prompt · alternative
“Best for: Contact centers needing QA + workforce management + gamification in one platform” Kimi K2 · 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.