# Financial consolidation: what AI models recommend, October 2026

Gane Index, October 2026 Edition. Asked as "financial consolidation software" and as "multi-entity consolidation tool", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/finance/accounting/financial-consolidation/2026-10

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/finance/accounting/financial-consolidation/index.md

**Standing:** Prophix leads with 24% of first choices; verdict contested. 55 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Prophix](https://www.gane.ai/index/finance/vendors/prophix/index.md) | 24% | 0% | 34 |
| 2 | [Sage Intacct](https://www.gane.ai/index/finance/vendors/sage-intacct/index.md) | 16% | 21% | 19 |
| 3 | [Planful](https://www.gane.ai/index/finance/vendors/planful/index.md) | 13% | 6% | 32 |
| 4 | [Joiin](https://www.gane.ai/index/finance/vendors/joiin/index.md) | 13% | 0% | 15 |
| 5 | [Oracle NetSuite](https://www.gane.ai/index/finance/vendors/oracle-netsuite/index.md) | 9% | 13% | 15 |
| 6 | [Vena](https://www.gane.ai/index/finance/vendors/vena/index.md) | 2% | 0% | 26 |
| 7 | [OneStream](https://www.gane.ai/index/finance/vendors/onestream/index.md) | 2% | 30% | 37 |
| 8 | [Fathom](https://www.gane.ai/index/finance/vendors/fathom/index.md) | 2% | 0% | 10 |
| 11 | [Datarails](https://www.gane.ai/index/finance/vendors/datarails/index.md) | 2% | 10% | 10 |
| 20 | [Cube](https://www.gane.ai/index/finance/vendors/cube/index.md) | 0% | 8% | 12 |
| 22 | [BlackLine](https://www.gane.ai/index/finance/vendors/blackline/index.md) | 0% | 8% | 12 |
| 28 | [CCH Tagetik](https://www.gane.ai/index/finance/vendors/cch-tagetik/index.md) | 0% | 23% | 13 |

Rank is by share of first choices among all 100 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: Planful, Prophix; alternatives DOKKA, HighRadius, OneStream, Vena
- GPT-5.4 mini: OneStream; alternatives Oracle Fusion Cloud EPM, Prophix
- Gemini 3.5 Flash: Prophix; alternatives Anaplan Financial Consolidation, Lucanet, Planful, Vena
- Perplexity Sonar: Prophix; alternatives Cube, HighRadius, Planful, Vena
- Grok 4.20: Prophix; alternatives Centage Planning Maestro, Planful, SoftLedger, Vena
- Mistral Small: Planful, Prophix; alternatives OneStream
- DeepSeek V4 Flash: Planful, Prophix; alternatives Cube, FloQast
- Llama 4 Maverick: Prophix; alternatives Bluecopa, Cubesoftware, HighRadius
- Qwen 3.7 Flash: Prophix; alternatives Cube, OneStream, Pigment, Vena
- Kimi K2: Fluence Technologies, Planful; alternatives Datarails, FloQast, Vena
- GLM 4.7 FlashX: Prophix, Sage Intacct; alternatives Cube, FloQast, HighRadius, OneStream
- MiniMax M2.5: Planful, Prophix; alternatives Fluence Technologies
- GPT-6 Luna: Planful; alternatives Oracle NetSuite, Prophix, Vena
- Muse Glimmer 30B: Prophix; alternatives Cube, Datarails, Fluence Technologies, Planful

## Sources the answers cite

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

- prophix.com: 42 answers, 66 citations
- consolidate.io: 32 answers, 35 citations
- highradius.com: 30 answers, 36 citations
- guideflow.com: 23 answers, 24 citations
- fathomhq.com: 22 answers, 27 citations
- maxima.ai: 21 answers, 21 citations
- cubesoftware.com: 18 answers, 20 citations
- bluecopa.com: 16 answers, 17 citations

Pages named in the most answers:

- https://prophix.com/blog/the-12-best-financial-consolidation-software-tools-for-fp-a-teams (41 answers)
- https://consolidate.io/blog/financial-consolidation-software-comparison (26 answers)
- https://guideflow.com/blog/financial-consolidation-software (21 answers)
- https://highradius.com/resources/Blog/best-financial-consolidation-vendors (20 answers)
- https://maxima.ai/articles/financial-consolidation-software (20 answers)
- https://fathomhq.com/blog/the-6-best-financial-consolidation-software-solutions-in-2024 (19 answers)
- https://softwareconnect.com/roundups/best-financial-consolidation-software (14 answers)
- https://cubesoftware.com/blog/best-financial-consolidation-tools (13 answers)
- https://bluecopa.com/blog/financial-consolidation-softwares (12 answers)
- https://softwaresuggest.com/financial-consolidation-software (12 answers)

## Warned against

- OneStream: 11 of 37 labels negative. "steer clear of OneStream, Oracle Cloud EPM, or SAP Group Reporting" (Gemini 3.5 Flash, scale prompt)
- Microsoft Excel: 4 of 6 labels negative. "Why to avoid: Human error: Excel remains the most error-prone consolidation "tool" in corporate finance" (Gemini 3.5 Flash, negative prompt)
- Sage Intacct: 4 of 19 labels negative. "Starts around $12,000/year (single user) with implementation costs of $5K
$50K" (DeepSeek V4 Flash, budget prompt)
- Oracle Hyperion: 7 of 8 labels negative. "you generally want to avoid the massive legacy players (like Oracle Hyperion, which is too expensive/rigid)" (Qwen 3.7 Flash, scale prompt)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat.
Same leader: Prophix at 26%.

- Joiin: 19% to 11%, −8. Inside the floor by 2 points · rank 2 → 4 of 97.
- Prophix: 19% to 26%, +7. Inside the floor by 3 points · rank 1 of 97, unchanged.
- Sage Intacct: 19% to 15%, −4. Inside the floor by 6 points · rank 3 → 2 of 97.
- Oracle NetSuite: 5% to 9%, +4. Inside the floor by 6 points · rank 5 of 97, unchanged.
- Planful: 16% to 13%, −3. Inside the floor by 7 points · rank 4 → 3 of 97.
- OneStream: 0% to 2%, +2. Inside the floor by 8 points · rank 19 → 7 of 97.
- Datarails: 0% to 2%, +2. Inside the floor by 8 points · rank 16 → 12 of 97.
- BlackLine: 2% to 0%, −2. Inside the floor by 8 points · rank 9 → 20 of 97.
- Vena: 2% to 2%, ±0. Inside the floor by 10 points · rank 6 of 97, unchanged.
- Fathom: 2% to 2%, ±0. Inside the floor by 10 points · rank 7 → 8 of 97.
- Cube: 0% to 0%, ±0. Inside the floor by 10 points · rank 17 → 19 of 97.
- Anaplan Financial Consolidation: 0% to 0%, ±0. Inside the floor by 10 points · rank 26 of 97, unchanged.

## Record

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