Finance AI Index
Index Planning and analysis FP&A platforms › Enterprise September 2026 Edition

FP&A platforms for enterprise buyers

Asked as “FP&A software”, and as “financial planning and analysis platform”, on behalf of an enterprise B2B company. 40 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Clear leader
48% of first choices, clear leader.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Anaplan48%20%66endorsed leader
02Workday Adaptive Planning20%19%64accepted challenger
03Pigment15%10%40accepted challenger
04OneStream2%9%45accepted challenger
05Board2%3%31accepted challenger
06IBM Planning Analytics2%19%21accepted challenger
07Cube2%47%17criticized challenger
Show the five products at 0%, ordered by negative rate
12Vena0%36%25criticized challenger
11Planful0%19%21accepted challenger
09SAP Analytics Cloud0%11%19accepted challenger
08Oracle Cloud EPM0%9%35accepted challenger
10CCH Tagetik0%7%15accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.

Recommended versus criticized

Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.

Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09
10
11
12
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Anaplan48%
02Workday Adaptive Planning20%
03Pigment15%
04OneStream2%
05Board2%
06IBM Planning Analytics2%
07Cube2%
08Oracle Cloud EPM0%
09SAP Analytics Cloud0%
10CCH Tagetik0%
11Planful0%
12Vena0%

02What they warned about

Two of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Anaplan
20%
13 of 66 labels negative · 10 of 12 models · 2 hard negative
“**Avoid** Anaplan / Workday / OneStream unless you have a dedicated procurement team to cap escalation” DeepSeek V4 Flash, budget prompt
Workday Adaptive Planning
19%
12 of 64 labels negative · 9 of 12 models · 1 hard negative
“**Avoid** Anaplan / Workday / OneStream unless you have a dedicated procurement team” DeepSeek V4 Flash, budget prompt
Vena
36%
9 of 25 labels negative · 8 of 12 models · 2 hard negative
“Mid-Market/Value-Tier Tools (e.g., Cube, Datarails, Centage, Jirav, Vena for non-Excel natives)” Grok 4.1 Fast, negative prompt
Cube
47%
8 of 17 labels negative · 7 of 12 models · 6 hard negative
“Spreadsheet-Native Tools (Cube, Datarails/Jirav) ... **Why to avoid:** These platforms sit "on top of" spreadsheets rather than replacing the architecture.” GLM 4.7 FlashX, negative prompt

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

66 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 948 links across 194 sites, every framing counted. Ranked by the number of answers carrying the site or page.

44 answers · 72 citations · 10 models
42 answers · 75 citations · 10 models
vendor site · Board37 answers · 61 citations · 11 models
36 answers · 39 citations · 10 models
vendor site · Centage31 answers · 32 citations · 9 models
vendor site · Drivetrain29 answers · 41 citations · 10 models
23 answers · 35 citations · 10 models
19 answers · 22 citations · 8 models
18 answers · 18 citations · 8 models
17 answers · 24 citations · 8 models
vendor site · Anaplan14 answers · 19 citations · 8 models
12 answers · 17 citations · 6 models

Pages the answers cite

The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.

04How they answered

Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ModelDirect“What is the best FP&A software for an enterprise B2B company?”Paraphrase“Which financial planning and analysis platform would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade FP&A platforms and how do they differ?”Budget-constrained“What is the best FP&A software for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a FP&A software. What should we look at?”Negative“Which FP&A platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceAnaplanChanged
Six alternativesBoard, IBM Planning Analytics, Jedox, SAP Analytics Cloud, Workday Adaptive Planning, Workiva
Anaplan
Two alternativesOneStream, Workday Adaptive Planning
Anaplan
Two alternativesBoard, Workday Adaptive Planning
no first choiceagainst: Anaplan, Oracle Cloud EPM, Workday Adaptive Planning
GPT-5.4 miniAnaplan
Three alternativesOracle Cloud EPM, Pigment, Workday Adaptive Planning
Workday Adaptive PlanningChanged
One alternativeAnaplan
no first choice
Six alternativesAnaplan, IBM Planning Analytics, OneStream, Oracle Cloud EPM, SAP Analytics Cloud / SAP FP&A, Workday Adaptive Planning
Workday Adaptive Planning
Two alternativesBoard, OneStream
against: Anaplan
no first choiceagainst: Vena
Gemini 3.5 FlashPigment
Four alternativesAnaplan, Planful, Vena, Workday Adaptive Planning
AnaplanChanged
Three alternativesOneStream, Pigment, Workday Adaptive Planning
against: Cube, Datarails
Anaplan
Four alternativesOneStream, Oracle Cloud EPM, Pigment, Workday Adaptive Planning
Fintastic
Two alternativesActerys, Cube
against: Anaplan, OneStream, Workday Adaptive Planning
Workday Adaptive Planning
Five alternativesAnaplan, OneStream, Oracle Cloud EPM, Pigment, Planful
against: Clockwork, Jirav
against: Cube, Datarails, IBM Planning Analytics, Jirav, Mosaic, NetSuite Planning and Budgeting, Oracle Hyperion, SAP BPC, Vena
Perplexity SonarPigment
Nine alternativesAnaplan, Board, CCH Tagetik, IBM Planning Analytics, OneStream, Oracle Cloud EPM, SAP Analytics Cloud, Vena, Workday Adaptive Planning
against: Datarails
AnaplanChanged
Four alternativesBoard, Drivetrain, IBM Planning Analytics, Oracle Cloud EPM
against: Workday Adaptive Planning
Anaplan
Six alternativesBoard, IBM Planning Analytics, OneStream, Oracle Cloud EPM, Vena, Workday Adaptive Planning
Workday Adaptive Planning
One alternativePigment
against: Anaplan, Oracle Cloud EPM
no first choiceagainst: Cube, Datarails, Drivetrain, SAP Analytics Cloud, Vena, Workday Adaptive Planning
Grok 4.1 FastAnaplan
Four alternativesOneStream, Oracle Cloud EPM, Pigment, Workday Adaptive Planning
AnaplanHeld
Four alternativesOneStream, Oracle Cloud EPM, Pigment, Workday Adaptive Planning
no first choiceAnaplan
Two alternativesOneStream, Oracle Cloud EPM
against: Centage, Limelight, Pigment, Planful, Vena, Workday Adaptive Planning
no first choice
Six alternativesAnaplan, Cube, OneStream, Pigment, Vena, Workday Adaptive Planning
against: Anaplan, Centage, Cube, Datarails, Jirav, OneStream, Vena, Workday Adaptive Planning
Mistral SmallPigment
Two alternativesAnaplan, Oracle Cloud EPM
AnaplanChanged
Two alternativesBoard, Cube
Pigment
Seven alternativesAnaplan, IBM Planning Analytics, OneStream, Oracle Cloud EPM, SAP Analytics Cloud, Vena, Workday Adaptive Planning
Workday Adaptive Planning
One alternativeAnaplan
no first choiceagainst: Cube, Datarails, Vena
DeepSeek V4 FlashAnaplan, Pigment
Two alternativesOneStream, Workday Adaptive Planning
AnaplanChanged
Six alternativesBoard, OneStream, Oracle Cloud EPM, Pigment, SAP Analytics Cloud, Workday Adaptive Planning
Anaplan, Pigment
Six alternativesBoard, CCH Tagetik, OneStream, Oracle Cloud EPM, SAP Analytics Cloud, Workday Adaptive Planning
against: IBM Planning Analytics
Limelight
One alternativeCube
against: Anaplan, OneStream, Oracle EPM / PBCS, Workday Adaptive Planning
no first choiceagainst: Anaplan, Board, Cube, Datarails, Planful, Vena, Workday Adaptive Planning
Llama 4 MaverickWorkday Adaptive PlanningAnaplanChanged
One alternativeWorkday Adaptive Planning
Pigment
Two alternativesAnaplan, Workday Adaptive Planning
Anaplan
Two alternativesOracle Cloud EPM, Workday Adaptive Planning
no first choice
One alternativeAnaplan
against: Anaplan, Pigment, Planful, Workday Adaptive Planning
Qwen 3.7 FlashAnaplan
Five alternativesOneStream, Oracle Cloud EPM, Planful, Vena, Workday Adaptive Planning
AnaplanHeld
Two alternativesOneStream, Oracle Cloud EPM
OneStream, Pigment
Two alternativesOracle Cloud EPM, SAP Analytics Cloud
against: Anaplan, Vena, Workday Adaptive Planning
Anaplan
Four alternativesOneStream, Planful, Vena, Workday Adaptive Planning
no first choiceagainst: Anaplan, Oracle Hyperion, Pigment, SAP BPC / BEx
Kimi K2Pigment
Four alternativesAnaplan, IBM Planning Analytics, OneStream, Workday Adaptive Planning
OneStreamChanged
Three alternativesAnaplan, Oracle Cloud EPM, Workday Adaptive Planning
Pigment
Six alternativesAnaplan, Board, OneStream, Oracle Cloud EPM, SAP Analytics Cloud, Workday Adaptive Planning
against: CCH Tagetik, IBM Planning Analytics
Workday Adaptive Planning
Two alternativesOneStream, Planful
against: Anaplan
no first choiceagainst: Anaplan, Cube, Datarails, IBM Planning Analytics, Oracle Cloud EPM, SAP Analytics Cloud, Vena
GLM 4.7 FlashXAnaplan, Board
Five alternativesCCH Tagetik, OneStream, Oracle Cloud EPM, SAP Analytics Cloud, Workday Adaptive Planning
Anaplan, PigmentChanged
Two alternativesBoard, Workday Adaptive Planning
against: OneStream
Pigment
Nine alternativesAnaplan, Board, CCH Tagetik, IBM Planning Analytics, OneStream, Oracle Cloud EPM, Planful, SAP Analytics Cloud, Workday Adaptive Planning
IBM Planning Analytics
Two alternativesOneStream, Workday Adaptive Planning
no first choiceagainst: Cube, Datarails, Jirav, Oracle E-Business Suite budgeting, Oracle Hyperion, Prophix, SAP BPC, Workday Adaptive Planning
MiniMax M2.5Workday Adaptive Planning
Five alternativesAnaplan, Board, OneStream, Oracle Cloud EPM, SAP BPC
Anaplan, OracleChanged
Three alternativesOneStream, SAP, Workday Adaptive Planning
no first choiceCube
Three alternativesAnaplan, Planful, Workday Adaptive Planning
no first choiceagainst: Anaplan, Pigment, Planful, Workday Adaptive Planning
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:42no05 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:27yes55 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:27yes1528 s
Direct recommendationPerplexity Sonarsonar2026-09-17 17:36yes204 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:29yes3020 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 17:30yes2010 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:27yes2828 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:26yes53 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:43yes932 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:36yes918 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:47yes1878 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:26yes1022 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:34no06 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:33yes26 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:48yes2128 s
ParaphrasePerplexity Sonarsonar2026-09-17 17:32yes207 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:48yes3816 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 17:30yes53 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:33yes1413 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:26yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:26yes522 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:41yes1529 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:44yes1245 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:32yes522 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:42yes1311 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:35yes610 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:46yes1725 s
ComparativePerplexity Sonarsonar2026-09-17 17:30yes2010 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:35yes2921 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 17:48yes57 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 17:30yes2568 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:31yes52 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:38yes2083 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:35yes2447 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:52yes23193 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:33yes518 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:37yes138 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:30yes57 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:38yes2330 s
Budget constrainedPerplexity Sonarsonar2026-09-17 17:26yes186 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:30yes3623 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 17:29yes55 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:48yes2634 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:40yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:26no041 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:40yes822 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:39yes2565 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:36yes1558 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:34yes1811 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:35no011 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:43yes1528 s
Scale constrainedPerplexity Sonarsonar2026-09-17 17:40yes1711 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:54yes1717 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 17:34no09 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 17:31yes2558 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:45yes65 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:49yes1033 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:28yes1527 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:55yes25118 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:44no014 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:34yes1710 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:27yes69 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:28yes1826 s
Negative framingPerplexity Sonarsonar2026-09-17 17:28yes208 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:29yes2417 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 17:27yes54 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:38yes3126 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:47yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:47yes2468 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:38yes2945 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:42yes3372 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:38yes1541 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings
Adaptive Insights read as Workday Adaptive Planning
Adaptive Insights (Workday) read as Workday Adaptive Planning
Adaptive Insights (a Workday Product) read as Workday Adaptive Planning
IBM read as IBM Planning Analytics
Oracle EPM read as Oracle Cloud EPM
Oracle EPM Cloud read as Oracle Cloud EPM
Oracle Fusion Cloud EPM read as Oracle Cloud EPM
Vena Solutions read as Vena
Wolters Kluwer read as CCH Tagetik
Wolters Kluwer CCH Tagetik read as CCH Tagetik
Workday read as Workday Adaptive Planning
Workday Adaptive read as Workday Adaptive Planning
Unresolved, counted raw
Fintastic
NextFPA
Oracle E-Business Suite budgeting
Oracle EPM / PBCS
SAP Analytics Cloud / SAP FP&A
SAP BPC / BEx
Unit4 FP&A
Discontinued, still offered
No shut-down product was recommended here.
← Financial reportingSaaS metrics →