# Transfer pricing: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "transfer pricing platform" and as "intercompany transfer pricing documentation tool", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Added to the November 2026 Edition. Page: https://www.gane.ai/index/finance/tax/transfer-pricing

**Standing:** TPGenie leads with 21% of first choices; verdict contested. 56 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [TPGenie](https://www.gane.ai/index/finance/vendors/tpgenie/index.md) | 21% | 0% | 22 |
| 2 | [Caribou](https://www.gane.ai/index/finance/vendors/caribou/index.md) | 16% | 7% | 30 |
| 3 | [myTransferPricing](https://www.gane.ai/index/finance/vendors/mytransferpricing/index.md) | 14% | 6% | 16 |
| 4 | [Exactera Transfer Pricing](https://www.gane.ai/index/finance/vendors/exactera-transfer-pricing/index.md) | 9% | 17% | 29 |
| 5 | [PlaidCloud Operational Transfer Pricing](https://www.gane.ai/index/finance/vendors/plaidcloud-operational-transfer-pricing/index.md) | 5% | 0% | 11 |
| 6 | [Aibidia](https://www.gane.ai/index/finance/vendors/aibidia/index.md) | 4% | 11% | 27 |
| 7 | [ONESOURCE Transfer Pricing](https://www.gane.ai/index/finance/vendors/onesource-transfer-pricing/index.md) | 4% | 12% | 16 |
| 10 | [Commenda](https://www.gane.ai/index/finance/vendors/commenda/index.md) | 2% | 6% | 16 |
| 11 | [t0](https://www.gane.ai/index/finance/vendors/t0/index.md) | 2% | 11% | 18 |
| 22 | [RoyaltyStat](https://www.gane.ai/index/finance/vendors/royaltystat/index.md) | 0% | 8% | 12 |
| 104 | [Thomson Reuters ONESOURCE Transfer Pricing](https://www.gane.ai/index/finance/vendors/thomson-reuters-onesource-transfer-pricing/index.md) | 0% | 55% | 31 |

Rank is by share of first choices among all 106 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: Exactera Transfer Pricing; alternatives Caribou, ONESOURCE Transfer Pricing, Reptune
- GPT-5.4 mini: Integral; alternatives EY Transfer Pricing Engine, Exactera Transfer Pricing, KPMG tpEngine, Reptune
- Gemini 3.5 Flash: PlaidCloud Operational Transfer Pricing, TPGenie; alternatives Aibidia, Coperitas, Exactera Transfer Pricing, Moody's TP Catalyst
- Perplexity Sonar: Exactera Transfer Pricing; alternatives Aibidia, RoyaltyStat, Ryan
- Grok 4.20: Aibidia; alternatives Caribou, Exactera Transfer Pricing, t0
- Mistral Small: TPGenie; alternatives Caribou, Commenda, Exactera Transfer Pricing, TPdoc
- DeepSeek V4 Flash: TPGenie; alternatives Caribou, Orbit Analytics
- Llama 4 Maverick: TPGenie; alternatives Exactera Transfer Pricing, ONESOURCE Transfer Pricing, myTransferPricing, t0
- Qwen 3.7 Flash: Caribou; alternatives Commenda, ONESOURCE Transfer Pricing, tax.com
- Kimi K2: Caribou; alternatives Commenda, TPGenie, Thomson Reuters ONESOURCE Transfer Pricing
- GLM 4.7 FlashX: Caribou; alternatives Commenda, ONESOURCE Transfer Pricing, TP Accurate, TPGenie
- MiniMax M2.5: Caribou, ONESOURCE Transfer Pricing; alternatives Commenda, Orbit Analytics, TPGenie
- GPT-6 Luna: Reptune; alternatives Aibidia, Commenda, ONESOURCE Transfer Pricing
- Muse Glimmer 30B: TPGenie; alternatives Astraea TP Suite, Commenda, ONESOURCE Transfer Pricing, Orbit Analytics

## Sources the answers cite

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

- getsphere.com: 47 answers, 47 citations
- sourceforge.net: 43 answers, 80 citations
- topbusinesssoftware.com: 39 answers, 61 citations
- guideflow.com: 33 answers, 33 citations
- g2.com: 32 answers, 42 citations
- mytransferpricing.com: 30 answers, 60 citations
- slashdot.org: 29 answers, 42 citations
- usecaribou.com: 22 answers, 29 citations

Pages named in the most answers:

- https://getsphere.com/blog/best-transfer-pricing-software-for-compliance (46 answers)
- https://guideflow.com/blog/transfer-pricing-software (33 answers)
- https://topbusinesssoftware.com/categories/transfer-pricing (32 answers)
- https://g2.com/categories/transfer-pricing (24 answers)
- https://gane.ai/index/finance/tax/transfer-pricing (18 answers)
- https://mytransferpricing.com/transfer-pricing-software-buyers-guide.md (18 answers)
- https://slashdot.org/software/transfer-pricing?page=2 (17 answers)
- https://featuredcustomers.com/software/transfer-pricing-software (15 answers)
- https://findalternatives.net/categories/transfer-pricing (15 answers)
- https://usecaribou.com/blog/best-transfer-pricing-software (15 answers)

## Warned against

- Thomson Reuters ONESOURCE Transfer Pricing: 17 of 31 labels negative. "Enterprise tools (e.g., from Thomson Reuters or Bloomberg) are often overkill and expensive for mid-sized B2B." (Grok 4.20, paraphrase prompt)
- Exactera Transfer Pricing: 5 of 29 labels negative. "it typically starts at a significant annual cost (approx. $15,400/year), making it better suited for larger enterprises rather than a typical mid-sized B2B company" (GLM 4.7 FlashX, paraphrase prompt)
- Aibidia: 3 of 27 labels negative. "Enterprise pricing | Best for large multinationals" (DeepSeek V4 Flash, budget prompt)
- CCH Tagetik Operational Transfer Pricing: 3 of 5 labels negative. "Enterprise-grade, high cost" (DeepSeek V4 Flash, budget prompt)

## Movement since October 2026

Floor: 10 points of share, measured on the calibration repeat.
Same leader: TPGenie at 21%.

- Caribou: 4% to 16%, +12. Cleared the floor by 2 points · rank 8 → 2 of 106.
- TPdoc: 11% to 0%, −11. Cleared the floor by 1 point · rank 2 → 21 of 106.
- TPGenie: 30% to 21%, −9. Inside the floor by 1 point · rank 1 of 106, unchanged.
- myTransferPricing: 8% to 14%, +6. Inside the floor by 4 points · rank 5 → 3 of 106.
- Commenda: 8% to 2%, −6. Inside the floor by 4 points · rank 3 → 10 of 106.
- Thomson Reuters ONESOURCE Transfer Pricing: 6% to 0%, −6. Inside the floor by 4 points · rank 6 → 104 of 106.
- ONESOURCE Transfer Pricing: 0% to 4%, +4. Inside the floor by 6 points · rank 21 → 7 of 106.
- Sovos Transfer Pricing: 4% to 0%, −4. Inside the floor by 6 points · rank 7 → 57 of 106.
- PlaidCloud Operational Transfer Pricing: 2% to 5%, +3. Inside the floor by 7 points · rank 10 → 5 of 106.
- Aibidia: 2% to 4%, +2. Inside the floor by 8 points · rank 9 → 6 of 106.
- Exactera Transfer Pricing: 8% to 9%, +1. Inside the floor by 9 points · rank 4 of 106, unchanged.
- t0: 2% to 2%, ±0. Inside the floor by 10 points · rank 14 → 11 of 106.

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.