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AI recruiting assistants · September 2026 Edition

GoPerfect vs Zoho Recruit

Two of twelve models named GoPerfect first on the direct prompt; zero named Zoho Recruit. GoPerfect was named by eight of the twelve models and Zoho Recruit by eight and both carry 11 labels, so the shares below are directly comparable.

GoPerfect

accepted challenger

Named in three categories this edition.

Zoho Recruit

accepted challenger

Named in seven categories this edition.

First-choice share19%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%9%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#7A position in a field of 13; printed, not drawn.
Labels1111Equal, which is what makes the shares comparable.
The two percentage rows are drawn on one 0 to 100 track, GoPerfect reading right to left. Rank and label count are printed, not drawn.Workable was named alongside these two in seven of the twelve direct answers. GoPerfect vs Workable · GoPerfect vs Manatal · GoPerfect vs Ashby

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 AI recruiting assistants page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
GoPerfectFirst choices, of twelve modelsZoho Recruit
Direct20
Paraphrase40
Comparative00
Budget-constrained211 against Zoho Recruit
Scale-constrained00
Negative00
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where GoPerfect and Zoho Recruit 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
GoPerfect Zoho Recruit first choice named as an alternative argued againstblank: not namedEach cell is one answer, GoPerfect on the left and Zoho Recruit on the right.

The direct prompt

The plain question, one answer per model, grouped by where GoPerfect and Zoho Recruit stood in it.

GoPerfect first, Zoho Recruit not the choice

2 of 12 modelsZoho Recruit was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5GoPerfect alternatives: Juicebox, Workable
Perplexity SonarGoPerfect alternatives: Autonomy Recruit, Workable

Neither was the first choice, one was named

1 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Kimi K2Greenhouse alternatives: GoPerfect, Lever, Workable

Neither was named

9 of 12 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniSeekOut alternatives: Paradox
Gemini 3.5 FlashAshby alternatives: Findem, Humanly, Juicebox
Grok 4.1 FastWorkable alternatives: Ashby, hireEZ
Mistral SmallAshby alternatives: Greenhouse, TheHireHub.AI, hireEZ
DeepSeek V4 FlashGreenhouse alternatives: Ashby, Gem, SmartRecruiters, Workable, hireEZ
Llama 4 MaverickAutonomy Recruit alternatives: Humanly, Lever, TheHireHub.AI
Qwen 3.7 FlashGem alternatives: Ashby, Autonomy Recruit, Greenhouse, TheHireHub.AI
GLM 4.7 FlashXTheHireHub.AI alternatives: Ashby, Autonomy Recruit, Greenhouse, Workable
MiniMax M2.5TheHireHub.AI alternatives: Ashby, Lever, Workable

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
Level: the same share of first choices.
GoPerfect2%#– of 9
Zoho Recruit2%#5 of 9
The full small business standing →
Mid-marketThe figures above
GoPerfect leads by seventeen points.
GoPerfect19%#1 of 13
Zoho Recruit2%#7 of 13
The full mid-market standing →
Enterprise
GoPerfect leads by twelve points.
GoPerfect12%#– of 10
Zoho Recruit0%#– of 10
The full enterprise standing →

What the models said about GoPerfect

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

“GoPerfect ranks first because it is the only platform that covers sourcing, screening, and outreach autonomously in a single agent” Claude Haiku 4.5 · direct prompt · first choice
“GoPerfect offers per-position pricing ($250/month per open role) that aligns costs with actual hiring activity” Llama 4 Maverick · budget prompt · first choice
“Best Overall Value (Pay-Per-Use): GoPerfect ... widely considered the most efficient choice for startups.” Qwen 3.7 Flash · budget prompt · first choice

What the models said about Zoho Recruit

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

“The free tier is limited to 1 active job and no AI features” DeepSeek V4 Flash · budget prompt · soft negative
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.