# Applicant tracking systems for enterprise buyers: what AI models recommend, October 2026

HR AI Recommendation Index, October 2026 Edition. Asked as "applicant tracking system" and as "ATS", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://hr-ai-index.com/talent/applicant-tracking-systems/enterprise/

**Standing:** Greenhouse leads with 37% of first choices; verdict contested. 54 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Greenhouse | 37% | 15% | 62 |
| 2 | iCIMS | 26% | 18% | 67 |
| 3 | Workday Recruiting | 13% | 23% | 60 |
| 4 | SmartRecruiters | 6% | 18% | 40 |
| 5 | Pinpoint | 4% | 7% | 15 |
| 6 | Lever | 2% | 22% | 36 |
| 7 | Ashby | 2% | 20% | 15 |
| 8 | Oracle Taleo | 2% | 36% | 14 |
| 9 | SAP SuccessFactors Recruiting | 0% | 39% | 33 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Greenhouse; alternatives Pinpoint, iCIMS
- GPT-5.4 mini: Greenhouse; alternatives Lever, Workday Recruiting, iCIMS
- Gemini 3.5 Flash: Greenhouse; alternatives Ashby, Gem, SAP SuccessFactors Recruiting, SmartRecruiters
- Perplexity Sonar: Greenhouse; alternatives Jobvite, SmartRecruiters, iCIMS
- Grok 4.1 Fast: iCIMS; alternatives Greenhouse, Workday Recruiting
- Mistral Small: Greenhouse, iCIMS; alternatives Lever, Pinpoint, Zoho Recruit
- DeepSeek V4 Flash: Greenhouse; alternatives Lever, iCIMS
- Llama 4 Maverick: Gem, Lever, Pinpoint
- Qwen 3.7 Flash: Greenhouse; alternatives Lever, SAP SuccessFactors Recruiting, Salesforce Recruiting, Workday Recruiting
- Kimi K2: Greenhouse; alternatives Lever, SmartRecruiters, Workday Recruiting, iCIMS
- GLM 4.7 FlashX: Greenhouse; alternatives Bullhorn, SmartRecruiters, Workday Recruiting, iCIMS
- MiniMax M2.5: Greenhouse; alternatives Lever, Oracle Taleo, SmartRecruiters, Workday Recruiting
- GPT-6 Luna: Greenhouse; alternatives Lever, Workday Recruiting, iCIMS
- Muse Glimmer 30B: Greenhouse; alternatives Lever, SmartRecruiters, Workday Recruiting, iCIMS

## Sources the answers cite

79 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- greenhouse.com: 44 answers, 72 citations
- darwinbox.com: 42 answers, 43 citations
- pin.com: 39 answers, 57 citations
- lever.co: 39 answers, 51 citations
- pinpointhq.com: 34 answers, 39 citations
- gem.com: 34 answers, 37 citations
- selectsoftwarereviews.com: 20 answers, 21 citations
- forbes.com: 19 answers, 20 citations

Pages named in the most answers:

- https://darwinbox.com/blog/best-applicant-tracking-systems-enterprise (42 answers)
- https://pin.com/blog/best-applicant-tracking-systems (33 answers)
- https://gem.com/blog/best-applicant-tracking-system (32 answers)
- https://lever.co/insights/best-enterprise-applicant-tracking-systems (32 answers)
- https://pinpointhq.com/insights/best-applicant-tracking-system (31 answers)
- https://greenhouse.com/blog/enterprise-applicant-tracking-systems (29 answers)
- https://greenhouse.com/blog/best-ats-software (18 answers)
- https://peoplemanagingpeople.com/tools/best-applicant-tracking-systems (15 answers)
- https://selectsoftwarereviews.com/buyer-guide/applicant-tracking-systems (15 answers)
- https://checkr.com/resources/articles/best-applicant-tracking-systems (14 answers)

## Warned against

- Workday Recruiting: 14 of 60 labels negative. "Lowest-rated among enterprise ATS (e.g., ~3.19/5 on review platforms). Users call it a "nightmare to navigate,"" (Grok 4.1 Fast, negative prompt)
- SAP SuccessFactors Recruiting: 13 of 33 labels negative. "Notorious for 12-18 month implementation timelines, integration headaches with non-SAP stacks, and outdated reporting/UI" (Grok 4.1 Fast, negative prompt)
- iCIMS: 12 of 67 labels negative. "What to Avoid ... iCIMS (~$140K+/yr for enterprise)" (GLM 4.7 FlashX, budget prompt)
- Greenhouse: 9 of 62 labels negative. "Avoid for your needs: Greenhouse/Lever/Workable ... scales poorly" (Grok 4.1 Fast, budget prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Greenhouse at 37%.

- Greenhouse: 47% to 37%, −10. Inside the floor by 3 points · rank 1 of 53, unchanged.
- iCIMS: 19% to 26%, +7. Inside the floor by 6 points · rank 2 of 53, unchanged.
- Pinpoint: 7% to 2%, −5. Inside the floor by 8 points · rank 4 → 7 of 53.
- SmartRecruiters: 2% to 7%, +4. Inside the floor by 9 points · rank 6 → 4 of 53.
- Lever: 0% to 2%, +2. Inside the floor by 11 points · rank 10 → 6 of 53.
- Workday Recruiting: 12% to 13%, +1. Inside the floor by 12 points · rank 3 of 53, unchanged.
- Ashby: 2% to 2%, ±0. Inside the floor by 13 points · rank 7 → 8 of 53.
- Oracle Taleo: 2% to 2%, ±0. Inside the floor by 13 points · rank 9 → 10 of 53.
- SAP SuccessFactors Recruiting: 0% to 0%, ±0. Inside the floor by 13 points · rank 39 → 13 of 53.

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, October 2026 Edition, hr-ai-index.com.