ERP systems for enterprise buyers
Asked as “ERP system”, and as “enterprise resource planning software for finance”, on behalf of an enterprise B2B company. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
48%
Clear leader
48SAP S/4HANA20Oracle Fusion Cloud ERP14Microsoft Dynamics 365 Finance18others
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.
The 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
Show the two products at 0%, ordered by negative rate
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.
Head to head
Oracle NetSuite vs OdooOracle NetSuite vs Microsoft Dynamics 365 Business CentralOracle NetSuite vs Sage Intacct
Head-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
Oracle NetSuite vs ERPNextOracle NetSuite vs AcumaticaOracle NetSuite vs Zoho OneOracle NetSuite vs Microsoft Dynamics 365Odoo vs Microsoft Dynamics 365 Business CentralOdoo vs Sage IntacctOdoo vs ERPNextOdoo vs AcumaticaOdoo vs Zoho OneOdoo vs Microsoft Dynamics 365Microsoft Dynamics 365 Business Central vs Sage IntacctMicrosoft Dynamics 365 Business Central vs ERPNextMicrosoft Dynamics 365 Business Central vs AcumaticaMicrosoft Dynamics 365 Business Central vs Zoho OneMicrosoft Dynamics 365 Business Central vs Microsoft Dynamics 365Sage Intacct vs ERPNextSage Intacct vs AcumaticaSage Intacct vs Zoho OneSage Intacct vs Microsoft Dynamics 365ERPNext vs AcumaticaERPNext vs Zoho OneERPNext vs Microsoft Dynamics 365Acumatica vs Zoho OneAcumatica vs Microsoft Dynamics 365Zoho One vs Microsoft Dynamics 365
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
04M05
06
07
08
09Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01SAP S/4HANA48%
SAP S/4HANA48%02Oracle Fusion Cloud ERP20%
Oracle Fusion Cloud ERP20%03Microsoft Dynamics 365 Finance14%
Microsoft Dynamics 365 Finance14%04Workday Financial Management6%
Workday Financial Management6%05Microsoft Dynamics 3656%
06Acumatica4%
Acumatica4%07Oracle NetSuite2%
Oracle NetSuite2%08Infor CloudSuite0%
Infor CloudSuite0%09Epicor Kinetic0%
Epicor Kinetic0%What they warned about
One of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, 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.
Oracle NetSuite39%
12 of 31 labels negative · 9 of 12 models · 2 hard negative
“Systems to Approach with High Caution or Avoid for Large Enterprises: Midmarket-Focused ERPs (e.g., NetSuite, Microsoft Dynamics 365 Business Central)” Grok 4.20, negative prompt
SAP S/4HANA18%
11 of 62 labels negative · 9 of 12 models
“ERP systems that large enterprises should be cautious about or avoid. Some of the ERP systems mentioned include SAP S/4HANA, Oracle ERP Cloud, and Microsoft Dynamics 365.” Llama 4 Maverick, negative prompt
Oracle Fusion Cloud ERP13%
7 of 53 labels negative · 6 of 12 models
“Some of the ERP systems mentioned include SAP S/4HANA, Oracle ERP Cloud, and Microsoft Dynamics 365.” Llama 4 Maverick, negative prompt
SAP ECC100%
5 of 5 labels negative · 5 of 12 models · 5 hard negative
“SAP ECC, for example, faces a mainstream maintenance end-date of 2027 ... Buying into or remaining on these systems is highly risky” Gemini 3.5 Flash, negative prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
62 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. 900 links across 295 sites, every framing counted. Ranked by the number of answers carrying the site or page.
50 answers · 162 citations · 11 models
23 answers · 23 citations · 9 models
18 answers · 20 citations · 9 models
17 answers · 18 citations · 9 models
vendor site · Zapier16 answers · 16 citations · 9 models
15 answers · 18 citations · 8 models
vendor site · G215 answers · 15 citations · 8 models
vendor site · NetSuite15 answers · 15 citations · 7 models
vendor site · Spendesk15 answers · 15 citations · 6 models
12 answers · 13 citations · 7 models
11 answers · 14 citations · 10 models
10 answers · 14 citations · 9 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.
23 answers · 9 models
23 answers · 10 models
16 answers · 8 models
16 answers · 9 models
16 answers · 9 models
15 answers · 10 models
15 answers · 6 models
14 answers · 8 models
13 answers · 8 models
13 answers · 8 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 erp system”, “erp system”, “erp systems”. 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 |
|---|---|---|---|---|---|---|---|---|
| SAP S/4HANA sap.com | 48% | 160 | 376 | 2,214,514 | $1,251 | 23 | 2 | |
| Oracle Fusion oracle.com Oracle Fusion Cloud ERP 20%, Oracle 0% | 20% | 121 | 450,000 | 66,611 | 7,410,638 company | $247 | 101 | 1 |
| Microsoft Dynamics microsoft.com Microsoft Dynamics 365 Finance 14% | 14% | 108 | 390 | 21 | 145,358,109 company | $12,455 | 103 | |
| Workday parent site Workday Financial Management 6% | 6% | 110 | 1,220,000 | 23,848 | ||||
| Microsoft Dynamics 365 | 6% | 12,100 | 604 | |||||
| Acumatica acumatica.com | 4% | 142 | 12,100 | 242 | 130,487 | $2,934 | 120 | |
| Oracle parent site Oracle NetSuite 2%, Oracle PeopleSoft 0% | 2% | 542 | 450,000 | 66,611 | ||||
| Infor M3 infor.com Infor CloudSuite 0%, Infor M3 0% | 0% | 54 | 1,600 | 68 | 313,194 | $15,428 | 48 | |
| IFS Cloud ifs.com | 0% | 28 | 590 | 24 | 69,014 | $417 | 38 | |
| Epicor Kinetic epicor.com | 0% | 41 | 1,300 | 39 | 49,616 | 75 |
Google's top ten for the three searches hold 14 sites; 2 of them are among the sites the models cited here (forbes.com, reddit.com). The first result for “best erp system” is reddit.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 ERP system for an enterprise B2B company?”Paraphrase“Which enterprise resource planning software for finance would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade ERP systems and how do they differ?”Budget-constrained“What is the best ERP system 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 ERP system. What should we look at?”Negative“Which ERP systems should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceSAP S/4HANAChangedno first choiceMicrosoft Dynamics 365 Finance, Oracle Fusion Cloud ERPagainst: SAP S/4HANAno first choiceagainst: Oracle NetSuite, SAP S/4HANA
Two alternatives
Microsoft Dynamics 365 Finance, Oracle Fusion Cloud ERPOne alternative
OdooGPT-5.4 miniSAP S/4HANAagainst: Oracle NetSuiteOracle Fusion Cloud ERPChangedno first choiceSAP S/4HANAno first choicenothing named
Two alternatives
Microsoft Dynamics 365, Oracle Fusion Cloud ERPThree alternatives
Microsoft Dynamics 365 Finance, SAP S/4HANA, Workday Financial ManagementOne alternative
Microsoft Dynamics 365Gemini 3.5 FlashSAP S/4HANASAP S/4HANAHeldagainst: Oracle NetSuiteMicrosoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, SAP S/4HANAAcumaticaWorkday Financial Managementagainst: Oracle NetSuiteagainst: Acumatica, ERPNext, Epicor Kinetic, Infor CloudSuite, Microsoft Dynamics 365 Business Central, Odoo, Oracle JD Edwards, Oracle NetSuite, Oracle PeopleSoft, QuickBooks, SAP ECC, Sage 50, Sage Intacct, Zoho One
Five alternatives
Acumatica, Infor CloudSuite, Microsoft Dynamics 365, Oracle Fusion Cloud ERP, Oracle NetSuiteThree alternatives
Microsoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Workday Financial ManagementThree alternatives
IFS Cloud, Infor CloudSuite, Workday Financial ManagementFive alternatives
ERPNext, IFS Cloud, Odoo, Oracle Fusion Cloud ERP, SAP S/4HANAThree alternatives
Microsoft Dynamics 365, Oracle Fusion Cloud ERP, SAP S/4HANAPerplexity SonarSAP S/4HANAOracle Fusion Cloud ERP, SAP S/4HANAChangedOracle Fusion Cloud ERP, SAP S/4HANAAcumatica, Microsoft Dynamics 365 Financeagainst: Oracle Fusion Cloud ERP, SAP S/4HANAno first choiceagainst: Oracle NetSuite, QuickBooks, SAP Business One, Sage Intacct, Workday Financial Management
Four alternatives
Microsoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Oracle NetSuite, Workday Financial ManagementOne alternative
Workday Financial ManagementFour alternatives
Infor CloudSuite, Microsoft Dynamics 365 Finance, Oracle NetSuite, Workday Financial ManagementGrok 4.20Oracle Fusion Cloud ERP, SAP S/4HANASAP S/4HANAChangedSAP S/4HANAagainst: OdooSAP S/4HANAagainst: Oracle Fusion Cloud ERPno first choiceagainst: Infor M3, Microsoft Dynamics 365 Business Central, Oracle Fusion Cloud ERP, Oracle JD Edwards, Oracle NetSuite, SAP ECC, SAP S/4HANA
Three alternatives
Microsoft Dynamics 365 Finance, Oracle NetSuite, Workday Financial ManagementThree alternatives
Microsoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Workday Financial ManagementFive alternatives
Infor CloudSuite, Microsoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Oracle NetSuite, Workday Financial ManagementOne alternative
Microsoft Dynamics 365 FinanceMistral SmallSAP S/4HANAOracle Fusion Cloud ERP, SAP S/4HANAChangedno first choiceSAP S/4HANAno first choicenothing named
Two alternatives
Microsoft Dynamics 365, Oracle NetSuiteTwo alternatives
Microsoft Dynamics 365 Finance, Workday Financial ManagementThree alternatives
Microsoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Workday Financial ManagementDeepSeek V4 FlashSAP S/4HANAOracle Fusion Cloud ERPChangedOracle Fusion Cloud ERP, SAP S/4HANAMicrosoft Dynamics 365 Financeno first choiceagainst: Acumatica, Epicor Kinetic, Infor CloudSuite, Infor Legacy On-Premise, Oracle Fusion Cloud ERP, SAP ECC, SAP S/4HANA, Sage, Sage X3
Four alternatives
Epicor Kinetic, Microsoft Dynamics 365, Oracle Fusion Cloud ERP, Oracle NetSuiteThree alternatives
Microsoft Dynamics 365 Finance, SAP S/4HANA, Workday Financial ManagementFour alternatives
IFS Cloud, Infor CloudSuite, Microsoft Dynamics 365, Workday Financial ManagementTwo alternatives
Oracle Fusion Cloud ERP, SAP S/4HANALlama 4 Maverickno first choiceMicrosoft Dynamics 365, Oracle Fusion Cloud ERP, SAP S/4HANA, Workday Financial ManagementChangedno first choiceSAP S/4HANAno first choiceagainst: Microsoft Dynamics 365, Oracle Fusion Cloud ERP, SAP S/4HANA
Qwen 3.7 FlashOracle NetSuite, SAP S/4HANAMicrosoft Dynamics 365 Finance, SAP S/4HANAChangedSAP S/4HANAagainst: Oracle NetSuiteMicrosoft Dynamics 365 Financeno first choiceagainst: Acumatica, Microsoft Dynamics 365 Business Central, Nav Business, Oracle Fusion Cloud ERP, Oracle NetSuite, SAP S/4HANA, Sage Intacct, Workday Financial Management
Two alternatives
Infor CloudSuite, Microsoft Dynamics 365Two alternatives
Oracle Fusion Cloud ERP, Workday Financial ManagementThree alternatives
Microsoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Workday Financial ManagementFour alternatives
Acumatica, Oracle Fusion Cloud ERP, SAP S/4HANA, Workday Financial ManagementKimi K2SAP S/4HANAWorkday Financial ManagementChangedSAP S/4HANAMicrosoft Dynamics 365 Finance, SAP S/4HANAno first choiceagainst: Acumatica, Infor CloudSuite, Microsoft Dynamics 365 Business Central, Microsoft Dynamics GP, Odoo, Oracle Fusion Cloud ERP, Oracle NetSuite, SAP Business One, SAP ECC, SAP S/4HANA, Sage
Two alternatives
Microsoft Dynamics 365, Oracle Fusion Cloud ERPThree alternatives
Microsoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, SAP S/4HANAFour alternatives
Microsoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Oracle NetSuite, Workday Financial ManagementOne alternative
Oracle Fusion Cloud ERPGLM 4.7 FlashXSAP S/4HANAMicrosoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, SAP S/4HANAChangedno first choiceOracle Fusion Cloud ERP, SAP S/4HANAno first choiceagainst: Infor CloudSuite, MACH, Oracle NetSuite, SAP ECC, SAP S/4HANA
Three alternatives
Infor CloudSuite, Microsoft Dynamics 365, Oracle Fusion Cloud ERPThree alternatives
IFS Cloud, Infor CloudSuite, Workday Financial ManagementOne alternative
Microsoft Dynamics 365 FinanceMiniMax M2.5Microsoft Dynamics 365, Oracle Fusion Cloud ERPSAP S/4HANAChangedSAP S/4HANAMicrosoft Dynamics 365against: SAP S/4HANAno first choiceagainst: Infor CloudSuite, Oracle NetSuite, SAP S/4HANA
One alternative
SAP S/4HANAThree alternatives
Microsoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Workday Financial ManagementThree alternatives
Microsoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Workday Financial ManagementOne alternative
Oracle Fusion Cloud ERPBold 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.
Seventy-two 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 | 2026-09-17 19:21 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:25 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:18 | yes | 7 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 20:50 | yes | 20 | 7 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:39 | yes | 36 | 16 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:29 | yes | 9 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:02 | yes | 10 | 13 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:33 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:27 | no | 0 | 21 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:00 | yes | 10 | 35 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:24 | no | 0 | 12 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:12 | yes | 10 | 23 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:46 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:47 | yes | 5 | 9 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:23 | yes | 9 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 20:24 | yes | 20 | 8 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:24 | yes | 31 | 15 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:55 | yes | 5 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:30 | yes | 10 | 15 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:43 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:09 | no | 0 | 25 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:17 | yes | 15 | 46 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:55 | yes | 9 | 42 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:49 | yes | 13 | 27 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:10 | yes | 9 | 7 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:20 | yes | 4 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:53 | yes | 22 | 48 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 18:07 | yes | 15 | 11 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:11 | yes | 13 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:11 | yes | 10 | 20 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:52 | yes | 19 | 20 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:16 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:51 | yes | 5 | 35 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:43 | yes | 10 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:02 | yes | 15 | 93 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:03 | yes | 5 | 29 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:32 | yes | 18 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:27 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:25 | yes | 24 | 31 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 18:20 | yes | 20 | 10 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 21:03 | yes | 41 | 22 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:39 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:40 | yes | 27 | 33 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:29 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:41 | yes | 10 | 44 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:53 | yes | 20 | 27 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 21:00 | yes | 22 | 105 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:55 | yes | 14 | 64 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:45 | yes | 28 | 16 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:28 | no | 0 | 11 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:56 | no | 0 | 56 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 19:16 | yes | 15 | 10 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:03 | yes | 13 | 13 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:35 | no | 0 | 13 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 17:56 | yes | 27 | 71 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:15 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:01 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:19 | yes | 24 | 42 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:45 | yes | 25 | 181 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:47 | yes | 5 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:35 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:02 | no | 0 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:26 | yes | 17 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 17:53 | yes | 20 | 9 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:39 | yes | 19 | 16 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:45 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:53 | yes | 28 | 48 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:38 | yes | 8 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:37 | yes | 10 | 51 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:50 | yes | 25 | 45 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 21:10 | yes | 14 | 116 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:59 | yes | 20 | 51 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Acumatica Cloud ERP read as Acumatica
Dynamics 365 Business Central read as Microsoft Dynamics 365 Business Central
Dynamics 365 Finance & Operations (F&O) read as Microsoft Dynamics 365 Finance
Epicor read as Epicor Kinetic
Infor read as Infor CloudSuite
Infor (CloudSuite) read as Infor CloudSuite
Infor (like LN or M3) read as Infor CloudSuite
Microsoft Dynamics read as Microsoft Dynamics 365
Microsoft Dynamics 365 Finance read as Microsoft Dynamics 365 Finance
NetSuite read as Oracle NetSuite
NetSuite (Oracle) read as Oracle NetSuite
Oracle Cloud ERP read as Oracle Fusion Cloud ERP
Oracle Cloud ERP (Fusion) read as Oracle Fusion Cloud ERP
Oracle Cloud ERP (Oracle Fusion) read as Oracle Fusion Cloud ERP
Oracle ERP read as Oracle Fusion Cloud ERP
Oracle ERP Cloud read as Oracle Fusion Cloud ERP
Oracle ERP Cloud (Fusion) read as Oracle Fusion Cloud ERP
Oracle ERP Cloud (or Oracle Fusion Cloud ERP) read as Oracle Fusion Cloud ERP
Oracle Fusion read as Oracle Fusion Cloud ERP
Oracle Fusion Cloud read as Oracle Fusion Cloud ERP
SAP read as SAP S/4HANA
Workday read as Workday Financial Management
Workday Enterprise Management Cloud read as Workday Financial Management
Workday Financials read as Workday Financial Management
Unresolved, counted raw
Infor Distribution
Infor Legacy On-Premise (LN, Baan, XA, SX.e, LX)
Infor M3
Discontinued, still offered
No shut-down product was recommended here.