Index › Finance › Planning and analysis › Corporate performance ma › Enterprise · November 2026 Edition
Corporate performance management for enterprise buyers
Asked as “EPM software”, and as “corporate performance management platform”, on behalf of an enterprise B2B company. 56 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
30%
Contested · OneStream 29%
30Oracle Fusion Cloud EPM29OneStream14Anaplan27others
30% of first choices, contested.
Since October 2026↗new leaderNew leader since October 2026: Oracle Fusion Cloud EPM (30%) replaces Anaplan (30% then, 14% now), 16 points clear, past the 10-point floor.Oracle Fusion Cloud EPM leads at 30%, replacing Anaplan, which led at 30% and stands at 14% now: 16 points clear, past the floor.
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.
Small business
Cube18%Contested▲+3Since October 2026: 15% → 18%, +3 points. Inside the 10-point floor: within noise.Standing →Mid-market
Planful27%Contested▲+5Since October 2026: 22% → 27%, +5 points. Inside the 10-point floor: within noise.Standing →Enterprise
Oracle Fusion Cloud EPM30%Contested↗new leaderNew leader since October 2026: Oracle Fusion Cloud EPM (30%) replaces Anaplan (30% then, 14% now), 16 points clear, past the 10-point floor.This page
Cube18%Contested▲+3Since October 2026: 15% → 18%, +3 points. Inside the 10-point floor: within noise.Standing →Mid-marketPlanful27%Contested▲+5Since October 2026: 22% → 27%, +5 points. Inside the 10-point floor: within noise.Standing →EnterpriseOracle Fusion Cloud EPM30%Contested↗new leaderNew leader since October 2026: Oracle Fusion Cloud EPM (30%) replaces Anaplan (30% then, 14% now), 16 points clear, past the 10-point floor.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Oracle Fusion Cloud EPM30%25%69endorsed leader▲+6Since October 2026: 24% → 30%, +6 points. Inside the 10-point floor: within noise.24% → 30%
Oracle Fusion Cloud EPM30%25%69endorsed leader▲+6Since October 2026: 24% → 30%, +6 points. Inside the 10-point floor: within noise.24% → 30%02
OneStream29%4%67accepted challenger▲+10Since October 2026: 19% → 29%, +10 points. Inside the 10-point floor: within noise.19% → 29%
OneStream29%4%67accepted challenger▲+10Since October 2026: 19% → 29%, +10 points. Inside the 10-point floor: within noise.19% → 29%03
Anaplan14%27%66criticized challenger▼−16Since October 2026: 30% → 14%, −16 points. Past the 10-point floor: movement.30% → 14%
Anaplan14%27%66criticized challenger▼−16Since October 2026: 30% → 14%, −16 points. Past the 10-point floor: movement.30% → 14%04
Workday Adaptive Planning5%15%61accepted challenger▼−2Since October 2026: 7% → 5%, −2 points. Inside the 10-point floor: within noise.7% → 5%
Workday Adaptive Planning5%15%61accepted challenger▼−2Since October 2026: 7% → 5%, −2 points. Inside the 10-point floor: within noise.7% → 5%05Planful4%22%23accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 10-point floor: within noise.0% → 4%
Planful4%22%23accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 10-point floor: within noise.0% → 4%06
SAP Analytics Cloud2%16%31accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise.0% → 2%
SAP Analytics Cloud2%16%31accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise.0% → 2%07
IBM Planning Analytics2%47%19criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise.0% → 2%
IBM Planning Analytics2%47%19criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise.0% → 2%Show the six products at 0%, ordered by negative rate
13
SAP BPC0%73%15criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
SAP BPC0%73%15criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%12
Oracle Hyperion0%69%13criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
Oracle Hyperion0%69%13criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%10
Vena0%28%18criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
Vena0%28%18criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%11
Prophix0%25%12criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
Prophix0%25%12criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%09
Board0%6%16accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
Board0%6%16accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%08
CCH Tagetik0%0%21accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
CCH Tagetik0%0%21accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
For buyers
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All twenty-eight head-to-head pages: the top eight products, each against each
Planful vs PigmentPlanful vs JedoxPlanful vs DatarailsPlanful vs ProphixVena vs Workday Adaptive PlanningVena vs CubeVena vs PigmentVena vs JedoxVena vs DatarailsVena vs ProphixWorkday Adaptive Planning vs CubeWorkday Adaptive Planning vs PigmentWorkday Adaptive Planning vs JedoxWorkday Adaptive Planning vs DatarailsWorkday Adaptive Planning vs ProphixCube vs PigmentCube vs JedoxCube vs DatarailsCube vs ProphixPigment vs JedoxPigment vs DatarailsPigment vs ProphixJedox vs DatarailsJedox vs ProphixDatarails vs Prophix
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 →
01020304050607080910111213Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Oracle Fusion Cloud EPM30%
Oracle Fusion Cloud EPM30%02OneStream29%
OneStream29%03Anaplan14%
Anaplan14%04Workday Adaptive Planning5%
Workday Adaptive Planning5%05Planful4%
Planful4%06SAP Analytics Cloud2%
SAP Analytics Cloud2%07IBM Planning Analytics2%
IBM Planning Analytics2%08CCH Tagetik0%
CCH Tagetik0%09Board0%
Board0%10Vena0%
Vena0%11Prophix0%
Prophix0%12Oracle Hyperion0%
Oracle Hyperion0%13SAP BPC0%
SAP BPC0%What they warned about
Zero of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B 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.
Oracle Fusion Cloud EPM25%
17 of 69 labels negative · 13 of 14 models · 2 hard negative
“Examples (not exhaustive): older versions of Oracle EPM (Hyperion), SAP Business Planning & Consolidation (BPC), IBM Cognos TM1, and other on‑premise CPM tools that are now end‑of‑life.” GLM 4.7 FlashX, negative prompt
Anaplan27%
18 of 66 labels negative · 12 of 14 models · 1 hard negative
“Avoid these pricing traps: Per-user SaaS models (Anaplan, smaller vendors) — costs explode at thousands of users” Kimi K2, budget prompt
SAP BPC73%
11 of 15 labels negative · 8 of 14 models · 8 hard negative
“older versions of Oracle EPM (Hyperion), SAP Business Planning & Consolidation (BPC), IBM Cognos TM1, and other on‑premise CPM tools that are now end‑of‑life” GLM 4.7 FlashX, negative prompt
IBM Planning Analytics47%
9 of 19 labels negative · 7 of 14 models · 4 hard negative
“older versions of Oracle EPM (Hyperion), SAP Business Planning & Consolidation (BPC), IBM Cognos TM1, and other on‑premise CPM tools that are now end‑of‑life” GLM 4.7 FlashX, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
77 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 944 links across 286 sites, every framing counted. Ranked by the number of answers carrying the site or page. 15 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · OneStream36 answers · 65 citations · 13 models
27 answers · 32 citations · 11 models
27 answers · 28 citations · 10 models
25 answers · 41 citations · 11 models
21 answers · 22 citations · 10 models
17 answers · 25 citations · 10 models
vendor site · Anaplan16 answers · 23 citations · 9 models
15 answers · 16 citations · 8 models
14 answers · 15 citations · 8 models
13 answers · 21 citations · 8 models
vendor site · Drivetrain13 answers · 13 citations · 6 models
13 answers · 13 citations · 8 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.
26 answers · 10 models
22 answers · 12 models
21 answers · 10 models
19 answers · 9 models
16 answers · 10 models
15 answers · 8 models
14 answers · 8 models
13 answers · 8 models
11 answers · 10 models
11 answers · 5 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best epm software”, “epm platforms”, “epm software”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Oracle Fusion oracle.com Oracle Fusion Cloud EPM 30% | 30% | 326 | 260 | 0 | 7,410,638 company | $247 | 101 | 1 |
| OneStream onestream.com | 29% | 553 | 12,100 | 703 | 32,233 | $36 | 120 | 2 |
| Anaplan anaplan.com | 14% | 483 | 18,100 | 532 | 78,179 | 31 | 4 | |
| Workday workday.com Workday Adaptive Planning 5%, Workday 2%, Workday Performance Management 0% | 7% | 430 | 1,220,000 | 23,848 | 2,213,450 company | 80 | 5 | |
| Planful planful.com | 4% | 357 | 3,600 | 685,726 | 58,997 | $137 | 120 | |
| Pigment pigment.com | 4% | 198 | 49,500 | 25,645 | 12,248 | 22 | 8 | |
| Betterworks betterworks.com | 4% | 6 | 3,600 | 21 | 12,379 | 0 | ||
| SAP sap.com SAP Analytics Cloud 2%, SAP SuccessFactors 0%, SAP 0%, SAP Group Reporting 0% | 2% | 121 | 135,000 | 74,309 | 2,214,514 | $1,251 | 23 | |
| Lattice lattice.com | 2% | 19 | 90,500 | 13,900 | 122,123 | $1,328 | 120 | |
| Corporater corporater.com | 2% | 3 |
Google's top ten for the three searches hold 24 sites; 4 of them are among the sites the models cited here (anaplan.com, appsruntheworld.com, drivetrain.ai, onestream.com). The first result for “best epm software” is peoplemanagingpeople.com.
How 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.ShowHide
How 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.
ShowHideModelDirect“What is the best EPM software for an enterprise B2B company?”Paraphrase“Which corporate performance management platform would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade EPM platforms and how do they differ?”Budget-constrained“What is the best EPM 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 EPM software. What should we look at?”Negative“Which EPM platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceAnaplan, OneStreamChangedDrivetrainPlanful, Workday Adaptive Planningno first choiceagainst: Anaplan, Datarails, OneStream, Oracle Fusion Cloud EPM, Vena, Workday Adaptive Planning
Six alternatives
Anaplan, Drivetrain, OneStream, Oracle Fusion Cloud EPM, Vena, Workday Adaptive PlanningThree alternatives
Lattice, SAP SuccessFactors, Workday Performance ManagementSix alternatives
Anaplan, Jedox, Oracle Fusion Cloud EPM, Prophix, Vena, Workday Adaptive PlanningTwo alternatives
Anaplan, OneStreamGPT-5.4 miniOneStreamOracle Fusion Cloud EPMChangedOracle Fusion Cloud EPMOracle Fusion Cloud EPMagainst: OneStreamno first choiceagainst: Anaplan, Board
Three alternatives
Anaplan, Oracle Fusion Cloud EPM, Workday Adaptive PlanningThree alternatives
Anaplan, Board, Workday Adaptive PlanningSix alternatives
Anaplan, IBM Planning Analytics, OneStream, Pigment, SAP Analytics Cloud, Workday Adaptive PlanningOne alternative
Workday Adaptive PlanningGemini 3.5 FlashAnaplan, PigmentAnaplanChangedOracle Fusion Cloud EPMOneStream, Oracle Fusion Cloud EPMagainst: Anaplan, Workday Adaptive PlanningPigment, Planfulagainst: Anaplan, OneStream, Oracle Fusion Cloud EPMagainst: Abacum, Anaplan, Brixx, Causal, Cube, Datarails, Jirav, Older Oracle Hyperion versions, SAP Analytics Cloud, SAP BPC, Workday Adaptive Planning, legacy IBM Cognos TM1
Four alternatives
OneStream, Oracle Fusion Cloud EPM, SAP Analytics Cloud, Workday Adaptive PlanningFour alternatives
OneStream, Oracle Fusion Cloud EPM, SAP Analytics Cloud, Workday Adaptive PlanningSix alternatives
Anaplan, CCH Tagetik, OneStream, SAP Analytics Cloud, SAP BPC, Workday Adaptive PlanningOne alternative
CCH TagetikOne alternative
Workday Adaptive PlanningPerplexity SonarAnaplanagainst: DrivetrainBetterworksChangedOracle Fusion Cloud EPMOneStreamagainst: Anaplan, Oracle Fusion Cloud EPM, SAPno first choiceagainst: Anaplan, Jedox, Oracle Fusion Cloud EPM, Planful, SAP Analytics Cloud, Workday Adaptive Planning
Six alternatives
OneStream, Oracle Fusion Cloud EPM, SAP Analytics Cloud, SAP Enterprise Performance Management, Vena, Workday Adaptive PlanningFour alternatives
OneStream, SAP SuccessFactors, Workday Performance Management, WorkhumanSeven alternatives
Anaplan, CCH Tagetik, OneStream, Planful, SAP Analytics Cloud, SAP Group Reporting, Workday Adaptive PlanningOne alternative
Workday Adaptive PlanningGrok 4.20Oracle Fusion Cloud EPMagainst: BlackLine, IBM Planning Analytics, PlanfulWorkdayChangedOneStreamagainst: Planful, Prophix, VenaOracle Fusion Cloud EPMagainst: Anaplan, Prophix, Vena, Workday Adaptive PlanningOracle Fusion Cloud EPMagainst: IBM Planning Analyticsagainst: Anaplan, BlackLine, Cartesis, Longview Khalix, Oracle Fusion Cloud EPM, Oracle Hyperion, Planful, SAP Analytics Cloud, SAP BPC, SAP Enterprise Performance Management, Workday Adaptive Planning, standalone IBM TM1/Cognos
Three alternatives
Anaplan, OneStream, SAP Analytics CloudFive alternatives
Anaplan, CCH Tagetik, OneStream, Oracle Fusion Cloud HCM/EPM, SAP SuccessFactorsSix alternatives
Anaplan, CCH Tagetik, Oracle Fusion Cloud EPM, SAP Analytics Cloud, SAP Group Reporting, Workday Adaptive PlanningTwo alternatives
OneStream, SAP Analytics CloudFive alternatives
Anaplan, OneStream, SAP Analytics Cloud, SAP Enterprise Performance Management, Workday Adaptive PlanningMistral SmallOracle Fusion Cloud EPMAnaplan, OneStream, Workday Adaptive PlanningChangedno first choiceOracle Fusion Cloud EPMno first choiceagainst: Cartesis, FloQast, IBM Planning Analytics, Longview Khalix, Oracle Fusion Cloud EPM, Oracle Hyperion, SAP BPC, Vena
Two alternatives
OneStream, Workday Adaptive PlanningThree alternatives
Oracle Fusion Cloud EPM, Planful, VenaTwo alternatives
Anaplan, OneStreamDeepSeek V4 FlashOneStream, Oracle Fusion Cloud EPMBetterworks, OneStreamChangedOneStream, Oracle Fusion Cloud EPMagainst: SAP BPCOneStreamagainst: Anaplan, Oracle Fusion Cloud EPM, SAP Analytics CloudOneStreamagainst: Planful, Prophix, Venaagainst: Board Hyperion Enterprise, Cartesis, Cognos Planning, IBM Planning Analytics, Longview Khalix, Oracle Hyperion, SAP BFC, SAP BPC
Three alternatives
Anaplan, SAP Analytics Cloud, Workday Adaptive PlanningSix alternatives
Anaplan, Leapsome, Oracle Fusion Cloud EPM, SAP Analytics Cloud, SAP SuccessFactors, Workday HCMFour alternatives
Anaplan, CCH Tagetik, SAP, Workday Adaptive PlanningOne alternative
SAP Group ReportingFour alternatives
Anaplan, CCH Tagetik, Oracle Fusion Cloud EPM, Workday Adaptive PlanningLlama 4 Maverickno first choiceCorporaterChangedOracle Fusion Cloud EPMOracle Fusion Cloud EPMno first choiceagainst: FloQast, Oracle Fusion Cloud EPM
Five alternatives
Anaplan, OneStream, Planful, Vena, Workday Adaptive PlanningThree alternatives
Planful, Vena, Workday Adaptive PlanningQwen 3.7 FlashOracle Fusion Cloud EPMLatticeChangedOracle Fusion Cloud EPMIBM Planning Analytics, pmo365against: Anaplanno first choiceagainst: Anaplan, Cartesis, Oracle Fusion Cloud EPM, Oracle Hyperion, SAP BPC (Business Planning and Consolidation) - Classic Version, Workday Adaptive Planning
Four alternatives
Anaplan, OneStream, SAP Analytics Cloud, Workday Adaptive PlanningFive alternatives
Betterworks, Culture Amp, SAP SuccessFactors, Workboard, WorkdayFive alternatives
Anaplan, OneStream, SAP Analytics Cloud, SAP Group Reporting, Workday Adaptive PlanningThree alternatives
O3 Solutions, OneStream, Oracle Fusion Cloud EPMKimi K2Oracle Fusion Cloud EPM, Workday Adaptive PlanningOneStreamChangedOracle Fusion Cloud EPMOneStreamagainst: Anaplan, Oracle Fusion Cloud EPM, SAP BPC, SAP Enterprise Performance ManagementAnaplan, OneStreamagainst: Cartesis, IBM Planning Analytics, Longview Khalix, Oracle Fusion Cloud EPM, Oracle Hyperion, SAP BPC, Workday Adaptive Planning
One alternative
OneStreamThree alternatives
Anaplan, Oracle Fusion Cloud EPM, Workday Adaptive PlanningFive alternatives
Anaplan, IBM Planning Analytics, OneStream, SAP, Workday Adaptive PlanningOne alternative
BoardGLM 4.7 FlashXOracle Fusion Cloud EPMOneStreamChangedOracle Fusion Cloud EPMno first choiceno first choiceagainst: Anaplan, IBM Planning Analytics, Oracle Fusion Cloud EPM, SAP Analytics Cloud, SAP BPC
Three alternatives
Anaplan, OneStream, SAP Analytics CloudThree alternatives
Anaplan, SAP SuccessFactors, WorkdayTen alternatives
Anaplan, Board, CCH Tagetik, IBM Planning Analytics, OneStream, Planful, Prophix, SAP, Vena, Workday Adaptive PlanningMiniMax M2.5Oracle Fusion Cloud EPM, SAP Analytics CloudAnaplanChangedOracle Fusion Cloud EPMOracle Fusion Cloud EPMagainst: SAP BPCno first choiceagainst: Anaplan, Cartesis, IBM Planning Analytics, Longview Khalix, Oracle Fusion Cloud EPM, Oracle Hyperion, SAP BPC
Two alternatives
Anaplan, Workday Adaptive PlanningTwo alternatives
Oracle Hyperion, Workday Adaptive PlanningThree alternatives
Anaplan, OneStream, Workday Adaptive PlanningTwo alternatives
Anaplan, OneStreamGPT-6 LunaAnaplanOneStreamChangedno first choiceOracle Fusion Cloud EPMno first choiceagainst: Anaplan, IBM Planning Analytics, Oracle Fusion Cloud EPM, Oracle Hyperion on-premises, SAP Analytics Cloud Planning, SAP BPC 10.1 for Microsoft
Three alternatives
OneStream, Oracle Fusion Cloud EPM, Workday Adaptive PlanningThree alternatives
Anaplan, Oracle Fusion Cloud EPM, Workday Adaptive PlanningTwo alternatives
OneStream, SAP Analytics CloudMuse Glimmer 30BOracle Fusion Cloud EPMOneStreamChangedAnaplan, Oracle Fusion Cloud EPMOneStreamagainst: Anaplan, Oracle Fusion Cloud EPMno first choiceagainst: Anaplan, Oracle Fusion Cloud EPM, SAP BPC, Workday Adaptive Planning
Five alternatives
Anaplan, OneStream, SAP, SAP Analytics Cloud, Workday Adaptive PlanningSeven alternatives
15Five, Anaplan Connected Planning, Betterworks, Lattice, Oracle Fusion Cloud EPM, Workday Adaptive Planning, Workday Performance ManagementThree alternatives
OneStream, SAP Analytics Cloud, Workday Adaptive PlanningOne alternative
EPMwareBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:26 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:30 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:51 | yes | 6 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 09:55 | yes | 10 | 5 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:07 | yes | 5 | 30 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:29 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:52 | yes | 20 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:17 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:46 | yes | 5 | 25 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:25 | yes | 8 | 40 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:02 | yes | 18 | 25 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:13 | yes | 5 | 48 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:25 | yes | 2 | 16 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:01 | yes | 14 | 22 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:32 | yes | 20 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:24 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:16 | no | 0 | 19 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 12:23 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:08 | yes | 5 | 29 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:52 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:22 | yes | 24 | 22 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:24 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:06 | yes | 5 | 30 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:00 | yes | 14 | 53 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:07 | yes | 15 | 63 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:50 | no | 0 | 10 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:05 | yes | 4 | 10 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:10 | yes | 24 | 33 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:07 | yes | 17 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:37 | yes | 7 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:52 | no | 0 | 22 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 11:02 | yes | 10 | 7 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:23 | yes | 13 | 39 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:32 | yes | 10 | 12 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:01 | yes | 24 | 45 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:28 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:27 | yes | 15 | 44 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:17 | yes | 19 | 47 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:13 | yes | 24 | 160 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:47 | yes | 25 | 47 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:28 | yes | 8 | 20 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:23 | yes | 15 | 25 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:14 | yes | 14 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:33 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:01 | yes | 9 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 12:07 | yes | 10 | 6 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:24 | yes | 11 | 27 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:32 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:40 | yes | 22 | 24 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:32 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:08 | yes | 24 | 97 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:52 | yes | 24 | 37 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:11 | yes | 22 | 104 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:57 | yes | 23 | 99 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:02 | yes | 2 | 18 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:01 | yes | 25 | 39 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:12 | yes | 18 | 17 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:25 | yes | 3 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:20 | no | 0 | 22 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 12:51 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:17 | yes | 10 | 36 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:36 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:23 | yes | 25 | 38 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:17 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:36 | no | 0 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:19 | yes | 18 | 46 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:24 | yes | 14 | 99 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:51 | no | 0 | 24 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:31 | yes | 5 | 19 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:03 | yes | 14 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:45 | yes | 18 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:34 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:05 | yes | 3 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 12:28 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:17 | yes | 5 | 33 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:58 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:25 | yes | 24 | 24 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:50 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:30 | yes | 20 | 58 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:37 | yes | 25 | 36 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:41 | yes | 15 | 50 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:57 | yes | 25 | 48 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:59 | yes | 5 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:17 | yes | 15 | 25 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Adaptive Insights (Workday) read as Workday Adaptive Planning
Hyperion Financial Management read as Oracle Hyperion
IBM read as IBM Planning Analytics
IBM (Planing Analytics) read as IBM Planning Analytics
Oracle read as Oracle Fusion Cloud EPM
Oracle Cloud EPM read as Oracle Fusion Cloud EPM
Oracle Cloud EPM (Enterprise Edition) read as Oracle Fusion Cloud EPM
Oracle Cloud EPM (Formerly Hyperion/Fusion) read as Oracle Fusion Cloud EPM
Oracle Cloud EPM (including Oracle Fusion Cloud EPM) read as Oracle Fusion Cloud EPM
Oracle EPM read as Oracle Fusion Cloud EPM
Oracle EPM (Hyperion) read as Oracle Fusion Cloud EPM
Oracle EPM Cloud read as Oracle Fusion Cloud EPM
Planview read as Planview Enterprise One
Prophix One read as Prophix
SAP BPC read as SAP BPC
SAP BPC (Business Planning & Consolidation) read as SAP BPC
SAP BPC (Business Planning and Consolidation) read as SAP BPC
SAP Group Reporting read as SAP Group Reporting
Vena Solutions read as Vena
Wolters Kluwer (CCH Tagetik) read as CCH Tagetik
Wolters Kluwer CCH Tagetik read as CCH Tagetik
Workday Adaptive read as Workday Adaptive Planning
Workday Performance read as Workday Performance Management
Unresolved, counted raw
Anaplan Connected Planning
Board Hyperion Enterprise
ClearCompany
Cognos Planning
EPMware
Jedox EPM
O3 Solutions
Older Oracle Hyperion versions (11.1.2.x)
Oracle Fusion Cloud HCM/EPM
Oracle Hyperion on-premises
Planful Continuous Planning / Host Analytics
SAP BFC
SAP BPC (Business Planning and Consolidation) - Classic Version
SAP BPC 10.1 for Microsoft
Workday HCM
Workhuman
pmo365
standalone IBM TM1/Cognos
Discontinued, still offered
No shut-down product was recommended here.