# Internal talent marketplace for enterprise buyers: what AI models recommend, November 2026 Gane Index, November 2026 Edition. Asked as "internal talent marketplace" and as "internal mobility platform", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/hr/performance/internal-talent-marketplace/2026-11/enterprise **Standing:** Gloat leads with 61% of first choices; verdict clear leader. 44 first choices across the direct, paraphrase, budget and scale prompts. ## First-choice share | Rank | Product | Share | Negative rate | Labels | |---|---|---|---|---| | 1 | [Gloat](https://www.gane.ai/index/hr/vendors/gloat/index.md) | 61% | 8% | 64 | | 2 | [SAP SuccessFactors Opportunity Marketplace](https://www.gane.ai/index/hr/vendors/sap-successfactors-opportunity-marketplace/index.md) | 9% | 14% | 36 | | 3 | [Fuel50](https://www.gane.ai/index/hr/vendors/fuel50/index.md) | 7% | 4% | 57 | | 4 | [Workday Talent Marketplace](https://www.gane.ai/index/hr/vendors/workday-talent-marketplace/index.md) | 5% | 5% | 37 | | 5 | Workday Opportunity Marketplace | 5% | 0% | 10 | | 7 | [Eightfold AI](https://www.gane.ai/index/hr/vendors/eightfold-ai/index.md) | 2% | 2% | 48 | | 11 | [Phenom](https://www.gane.ai/index/hr/vendors/phenom/index.md) | 0% | 7% | 29 | | 12 | [365Talents](https://www.gane.ai/index/hr/vendors/365talents/index.md) | 0% | 0% | 13 | | 23 | [Oracle Opportunity Marketplace](https://www.gane.ai/index/hr/vendors/oracle-opportunity-marketplace/index.md) | 0% | 30% | 10 | | 69 | [Upwork](https://www.gane.ai/index/hr/vendors/upwork/index.md) | 0% | 80% | 10 | Rank is by share of first choices among all 70 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels. ## Each model's first choice on the direct prompt - Claude Haiku 4.5: no first choice - GPT-5.4 mini: Gloat; alternatives 365Talents, Eightfold AI, Fuel50, Neobrain - Gemini 3.5 Flash: Gloat; alternatives Eightfold AI, Fuel50, Phenom, SAP SuccessFactors Opportunity Marketplace - Perplexity Sonar: Gloat; alternatives Docebo, Fuel50, SAP SuccessFactors Opportunity Marketplace, Workday Talent Marketplace - Grok 4.20: Gloat; alternatives Eightfold AI, Fuel50, SAP SuccessFactors Opportunity Marketplace, Workday Opportunity Marketplace - Mistral Small: Gloat; alternatives Fuel50, SAP SuccessFactors Career and Talent Development, Workday Talent Marketplace - DeepSeek V4 Flash: Gloat; alternatives Eightfold AI, Fuel50, SAP SuccessFactors Opportunity Marketplace, Workday Talent Marketplace - Llama 4 Maverick: Gloat; alternatives Eightfold AI Talent Intelligence, Fuel50, SAP SuccessFactors Opportunity Marketplace, Workday Talent Marketplace - Qwen 3.7 Flash: Gloat; alternatives Fuel50, GoFIGR - Kimi K2: Gloat; alternatives Eightfold AI, Fuel50, SAP SuccessFactors Opportunity Marketplace, Workday Career Hub - GLM 4.7 FlashX: Gloat; alternatives 365Talents, Eightfold Talent Intelligence, Fuel50, GoFIGR - MiniMax M2.5: Gloat; alternatives Eightfold AI, Oracle Fusion Marketplace, SAP SuccessFactors marketplace, Workday Talent Optimization - GPT-6 Luna: Gloat; alternatives Eightfold AI, Fuel50, Workday Career Hub / Opportunity Marketplace - Muse Glimmer 30B: Gloat; alternatives Eightfold AI, Fuel50, SAP SuccessFactors Opportunity Marketplace, Workday Talent Marketplace ## Sources the answers cite 75 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers: - guideflow.com: 43 answers, 51 citations - fuel50.com: 36 answers, 48 citations - github.com: 31 answers, 72 citations - g2.com: 27 answers, 56 citations - gloat.com: 23 answers, 36 citations - engagedly.com: 12 answers, 13 citations - joshbersin.com: 11 answers, 12 citations - recruiterslineup.com: 11 answers, 11 citations Pages named in the most answers: - https://guideflow.com/blog/talent-marketplace-platforms (37 answers) - https://g2.com/categories/talent-marketplace-platforms/enterprise (21 answers) - https://github.com/ishandutta2007/Awesome-Internal-Talent-Marketplace/blob/main/README.md (20 answers) - https://fuel50.com/blog/internal-talent-marketplace-platforms (16 answers) - https://github.com/ishandutta2007/Awesome-Internal-Talent-Marketplace (16 answers) - https://github.com/ishandutta2007/Awesome-Talent-Marketplace/blob/main/README.md (16 answers) - https://guideflow.com/blog/internal-mobility-software (14 answers) - https://gloat.com/wp-content/uploads/2023/09/Talent-Marketplace-Buyers-Guide.pdf (12 answers) - https://fuel50.com/blog/talent-marketplace-software (10 answers) - https://github.com/ishandutta2007/Awesome-Talent-Marketplace (10 answers) ## Warned against - Upwork: 8 of 10 labels negative. "Large enterprises avoid open marketplaces due to misclassification risks, IP security, and procurement friction. The main concerns with traditional freelance marketplaces like Upwork and Fiverr include" (Claude Haiku 4.5, negative prompt) - Fiverr: 7 of 7 labels negative. "Platforms that Specialize in High-Volume, Low-Complexity Freelance Work (e.g., Fiverr, generic outsourced marketplaces)... dangerous for mission-critical or security-sensitive work" (DeepSeek V4 Flash, negative prompt) - Freelancer.com: 5 of 5 labels negative. "Upwork, Fiverr, Freelancer.com — While popular, these carry substantial risks for large enterprises" (MiniMax M2.5, negative prompt) - Gloat: 5 of 64 labels negative. "Gloat is the market leader for overall enterprise capability but is quote-based, so total cost predictability requires a fixed-price, multi-year enterprise agreement." (Muse Glimmer 30B, budget prompt) ## Movement since October 2026 Floor: 13 points of share, measured on the calibration repeat. Same leader: Gloat at 61%. - Fuel50: 22% to 7%, −15. Cleared the floor by 2 points · rank 2 → 3 of 70. - SAP SuccessFactors Opportunity Marketplace: 2% to 9%, +7. Inside the floor by 6 points · rank 6 → 2 of 70. - Gloat: 56% to 61%, +5. Inside the floor by 8 points · rank 1 of 70, unchanged. - Workday Opportunity Marketplace: 0% to 5%, +5. New · not ranked in October 2026 · rank 5 of 70. - Eightfold AI: 6% to 2%, −4. Inside the floor by 9 points · rank 3 → 7 of 70. - Beamery: 0% to 2%, +2. Inside the floor by 11 points · rank 11 → 8 of 70. - 365Talents: 2% to 0%, −2. Inside the floor by 11 points · rank 7 → 12 of 70. - Cornerstone OnDemand: 2% to 0%, −2. Inside the floor by 11 points · rank 9 → 13 of 70. - Workday Talent Marketplace: 4% to 5%, +1. Inside the floor by 12 points · rank 4 of 70, unchanged. - Phenom: 0% to 0%, ±0. Inside the floor by 13 points · rank 10 → 11 of 70. - Toptal: 0% to 0%, ±0. Inside the floor by 13 points · rank 12 → 16 of 70. - Oracle Opportunity Marketplace: 0% to 0%, ±0. Inside the floor by 13 points · rank 17 → 23 of 70. ## Record - Method: https://www.gane.ai/index/hr/methodology - License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.