Contact center quality assurance · November 2026 Edition
Zendesk QA vs Talkdesk Quality Management
Two of fourteen models named Zendesk QA first on the direct prompt; one named Talkdesk Quality Management. Zendesk QA was named by fourteen of the fourteen models and Talkdesk Quality Management by nine and Zendesk QA carries 38 labels and Talkdesk Quality Management 15, so the shares are not directly comparable.
By Zendesk, San Francisco, United States, founded 2007. Named in one category this edition.
Talkdesk Quality Management
accepted challengerNamed in one category this edition.
First-choice share8%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%13%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#8A position in a field of 17; printed, not drawn.
Labels3815A 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 eleven of the fourteen direct answers. Voxjar vs Zendesk QA · Voxjar vs Talkdesk Quality Management · EvaluAgent 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 modelsTalkdesk Quality ManagementDirect211 against Talkdesk Quality Management
Paraphrase20
Comparative00
Budget-constrained001 against Zendesk QA
Scale-constrained00
Negative001 against Talkdesk Quality Management
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Zendesk QA and Talkdesk Quality Management stood in it.
| Model | DirectTQ | ParaphraseTQ | ComparativeTQ | Budget-constrainedTQ | Scale-constrainedTQ | NegativeTQ |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | TQ | TQ | TQ | | ||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | TQ | | TQ | | ||
| Grok 4.20 | TQ | TQ | TQ | |||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | | | TQ | | ||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | |||||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | TQ |
Zendesk QATQ Talkdesk Quality Management first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zendesk QA on the left and Talkdesk Quality Management on the right.The direct prompt
The plain question, one answer per model, grouped by where Zendesk QA and Talkdesk Quality Management stood in it.
Zendesk QA first, Talkdesk Quality Management not the choice
2 of 14 modelsTalkdesk Quality Management was named in the answer but not as the choice, or not at all.Mistral SmallInsightful, Zendesk QA alternatives: CallFinder, EvaluAgent
DeepSeek V4 FlashZendesk QA alternatives: EvaluAgent, Observe.AI, ScorebuddyCX, Voxjar
Talkdesk Quality Management first, Zendesk QA not the choice
1 of 14 modelsZendesk QA was named in the answer but not as the choice, or not at all.GPT-5.4 miniTalkdesk Quality Management alternatives: EvaluAgent, MaestroQA, Salesforce Service Cloud, ScorebuddyCX, my.SQM Auto QA
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.Gemini 3.5 FlashMaestroQA alternatives: EvaluAgent, Level AI, Scorebuddy, Zendesk QA
Perplexity SonarScorebuddy alternatives: Level AI, Rippit, formerly MaestroQA, Talkdesk Quality Management, Voxjar, Zendesk QA
Grok 4.20ScorebuddyCX alternatives: CloudTalk, EvaluAgent, Insightful, SQM CX Quality™, Zendesk QA
Qwen 3.7 FlashVoxjar alternatives: EvaluAgent, Insightful, Zendesk QA
Kimi K2EvaluAgent alternatives: MaestroQA, Observe.AI, Zendesk QA
GPT-6 LunaEvaluAgent alternatives: Level AI, ScorebuddyCX, Zendesk QA
Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5ScorebuddyCX alternatives: CloudTalk, EvaluAgent, Voxjar
Llama 4 Maverickno first choice
GLM 4.7 FlashXPlayvox QM, ScorebuddyCX alternatives: CloudTalk, EvaluAgent
MiniMax M2.5MaestroQA alternatives: Convin, Scorebuddy
Muse Glimmer 30BPlayvox QM, Scorebuddy alternatives: Balto, CloudTalk, EvaluAgent
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 eleven points.
Zendesk QA11%#3 of 13Talkdesk Quality Management0%#10 of 13
The full small business standing →Mid-marketThe figures above
Zendesk QA leads by six points.
Zendesk QA8%#6 of 17Talkdesk Quality Management2%#8 of 17
The full mid-market standing →Enterprise
Zendesk QA leads by two points.
Zendesk QA2%#11 of 15Talkdesk Quality Management0%#14 of 15
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.
“Great if you're already on Zendesk ... However, the per-agent pricing can add up.” DeepSeek V4 Flash · budget prompt · soft negative
“Zendesk QA if you're on Zendesk (best integration, best UX, reasonable price)” DeepSeek V4 Flash · direct prompt · first choice
“My default pick would be Zendesk QA—if your support team already runs on Zendesk.” GPT-6 Luna · paraphrase prompt · first choice
“My Top Recommendation: Zendesk QA (formerly Klaus)” Kimi K2 · paraphrase prompt · first choice
What the models said about Talkdesk Quality Management
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“platforms like Talkdesk (which includes QA features) have received significant complaints on sites like Trustpilot (rated around 1.5/5 in some periods), including slow issue resolution, high costs, unreliable setups, and inadequate support” Grok 4.20 · negative prompt · hard negative
“their QA modules are robust with AI, but they can feel heavier/ pricier for pure QA needs” Grok 4.20 · direct prompt · soft negative
“the best all-around contact center QA tool is often Talkdesk” GPT-5.4 mini · direct prompt · first choice
“AI-powered with strong analytics, automated QA scoring, and workflow automation... can be more expensive for smaller teams” Grok 4.20 · comparative prompt · alternative
“Best pick for QA teams that need calibration, since side-by-side scoring flows help multiple evaluators stay consistent” Muse Glimmer 30B · comparative prompt · alternative
Also compared
Voxjar vs Zendesk QAVoxjar vs Talkdesk Quality ManagementEvaluAgent vs Zendesk QAEvaluAgent vs Talkdesk Quality ManagementMaestroQA vs Zendesk QAMaestroQA vs Talkdesk Quality ManagementScorebuddyCX vs Zendesk QAScorebuddyCX vs Talkdesk Quality ManagementScorebuddy vs Zendesk QAScorebuddy vs Talkdesk Quality ManagementZendesk QA vs InsightfulInsightful vs Talkdesk Quality ManagementAll twenty-eight head-to-head pages and the full Contact center QA standing
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.