# Applicant tracking systems: what fourteen AI models recommend, and why, October 2026

HR AI Recommendation Index, October 2026 Edition. Page: https://hr-ai-index.com/talent/applicant-tracking-systems/guide/

Fourteen AI models were asked for applicant tracking system six ways each, on behalf of a small, a mid-market and an enterprise B2B company: 252 answers, in which a judge labeled 65 products. Eight of them carry at least 10 labels and a first choice, and are ranked. This guide walks the top eight in the order the mid-market standing puts them, with what the models said for and against each, in their words. Greenhouse leads at 40% of first choices, and the standing is contested.

## At a glance

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Greenhouse | 40% | 4% | 55 |
| 2 | Breezy HR | 12% | 4% | 23 |
| 3 | Ashby | 10% | 0% | 32 |
| 4 | Workable | 9% | 8% | 37 |
| 5 | Zoho Recruit | 9% | 0% | 28 |
| 6 | Lever | 7% | 2% | 44 |
| 7 | Pinpoint | 3% | 0% | 18 |
| 8 | Manatal | 3% | 9% | 11 |

## 1. Greenhouse

Greenhouse is #1 of 8 at 40% of first choices, 55 labels, negative rate 4%. By buyer: small business #8 of 8 at 2%; mid-market #1 of 8 at 40%; enterprise #1 of 8 at 37%.

- For: "pick a structured, recruiting-first platform like Greenhouse or iCIMS when consistency, reporting and hiring manager adoption are priorities" (Muse Glimmer 30B, comparative prompt)
- For: "Ranked #1 ATS on G2's Winter 2026 reports across Overall, Enterprise, Mid-Market, and EMEA categories with a 98% user satisfaction rate" (Claude Haiku 4.5, direct prompt)

## 2. Breezy HR

Breezy HR is #2 of 8 at 12% of first choices, 23 labels, negative rate 4%. By buyer: small business #1 of 8 at 27%; mid-market #2 of 8 at 12%; enterprise unranked.

- For: "Zoho Recruit (free tier), Breezy HR (free + $157/month), and Homebase ... offer the best balance of price and functionality" (GLM 4.7 FlashX, budget prompt)
- For: "Best Overall Value: Breezy HR ... The best choice for most small businesses looking for a robust yet affordable solution." (Qwen 3.7 Flash, budget prompt)
- Against: "you have outgrown the basic "SMB" stage where a simple spreadsheet or lightweight tool (like JazzHR or Breezy HR) suffices" (Gemini 3.5 Flash, scale prompt)

## 3. Ashby

Ashby is #3 of 8 at 10% of first choices, 32 labels, negative rate 0%. By buyer: small business #5 of 8 at 5%; mid-market #3 of 8 at 10%; enterprise #7 of 8 at 2%.

- For: "Ashby if data-driven decisions and pipeline nurturing are your top priorities." (GLM 4.7 FlashX, paraphrase prompt)
- For: "The ultimate analytics-first platform for modern, data-obsessed recruiting teams." (Gemini 3.5 Flash, comparative prompt)

## 4. Workable

Workable is #4 of 8 at 9% of first choices, 37 labels, negative rate 8%. By buyer: small business #3 of 8 at 16%; mid-market #4 of 8 at 9%; enterprise unranked.

- For: "Workable is a top mid-market choice for teams that need full ATS functionality without enterprise complexity, starting at $299/month flat." (Llama 4 Maverick, paraphrase prompt)
- For: "I'd lean toward Workable as a strong starting point due to its transparent pricing, fast implementation, and robust AI features" (Kimi K2, paraphrase prompt)
- Against: "Considerations: Higher entry price; per‑seat or tiered pricing as you scale." (GLM 4.7 FlashX, budget prompt)
- Against: "costs a fraction of enterprise tools like Workable or Greenhouse" (DeepSeek V4 Flash, budget prompt)

## 5. Zoho Recruit

Zoho Recruit is #5 of 8 at 9% of first choices, 28 labels, negative rate 0%. By buyer: small business #2 of 8 at 22%; mid-market #5 of 8 at 9%; enterprise unranked.

- For: "For most small businesses on a limited budget, Zoho Recruit (free tier), Breezy HR (free + $157/month), and Homebase (free + $25–$50/month) offer the best balance of price and functionality." (GLM 4.7 FlashX, budget prompt)

## 6. Lever

Lever is #6 of 8 at 7% of first choices, 44 labels, negative rate 2%. By buyer: small business #6 of 8 at 4%; mid-market #6 of 8 at 7%; enterprise #6 of 8 at 2%.

- For: "focus on mid-market fits like Lever (CRM-strong), Greenhouse (structured processes), Workable (affordable scaling)" (Grok 4.1 Fast, scale prompt)

## 7. Pinpoint

Pinpoint is #7 of 8 at 3% of first choices, 18 labels, negative rate 0%. By buyer: small business unranked; mid-market #7 of 8 at 3%; enterprise #5 of 8 at 4%.

- For: "Pinpoint: Known for its flexibility and mid-market/enterprise focus." (Llama 4 Maverick, scale prompt)
- For: "Greenhouse and Pinpoint are top choices" (Mistral Small, direct prompt)

## 8. Manatal

Manatal is #8 of 8 at 3% of first choices, 11 labels, negative rate 9%. By buyer: small business unranked; mid-market #8 of 8 at 3%; enterprise unranked.

- Against: "budget-friendly option with AI-powered features, but per-user pricing can add up as your team grows" (Perplexity Sonar, budget prompt)

## Questions the record answers

**Which applicant tracking system do AI models name first most often?** Greenhouse, in 40% of first choices for a mid-market B2B company in the October 2026 Edition, from 55 labels. The standing is contested: the models did not settle on one product.

**Does the answer change with the size of the company?** Small business: Breezy HR at 27%. Mid-market: Greenhouse at 40%. Enterprise: Greenhouse at 37%. Each standing is computed within its segment and never pooled.

**Which framing changes the answer?** The direct, paraphrase, budget and scale framings count toward share. The product named first differs by framing: direct Greenhouse; paraphrase Greenhouse; comparative Greenhouse; budget-constrained Breezy HR; scale-constrained Greenhouse; negative Greenhouse. The table above has the counts.

**How stable is one answer?** Asked again with nothing changed, the models moved their own first choice 71% of the time across the repeat sample; Across the categories asked twice, a leader's share moved 6 points at the median and the index calls a change only above 13 points.

**Where do the answers come from?** Fourteen of the fourteen models return sources. Their 72 answers here cite 947 pages; the sites cited most are pinpointhq.com, forbes.com, pin.com. The category page lists them all.

**Can a vendor pay to be on this list?** No. A product is on the record because a model named it. A vendor can claim its page, propose corrections to the vendor table and be told when its standing moves; it cannot change a label, a share or a rank, and the publisher's conflicts are disclosed on the method page.

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.