CPQ
Asked as “CPQ software”, and as “configure, price, quote tool”, on behalf of a mid-market B2B company. 45 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
62%
DealHubConsensus
62DealHub13PandaDoc09QuoteWerks16others
62% of first choices, consensus.
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 a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the seven 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.
All six head-to-head pages: the top four products, each against each
One product takes 62% of first choices here, so the chart would put ten markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Three products carry a negative rate above 25% in this category.
What they warned about
Twelve of twelve models held their first choice under the paraphrase. 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.
Salesforce Revenue Cloud43%
26 of 61 labels negative · 11 of 12 models · 7 hard negative
“Avoid/Caution if: You do not have a dedicated, senior CPQ developer/administrator... often cited as one of the most difficult to manage technically.” Qwen 3.7 Flash, negative prompt
Oracle CPQ45%
15 of 33 labels negative · 8 of 12 models · 6 hard negative
“Consistently draws the sharpest criticism from verified reviewers... The ones to be most cautious with are Oracle CPQ (support/release-cycle pain)” DeepSeek V4 Flash, negative prompt
SAP CPQ
40%
10 of 25 labels negative · 6 of 12 models · 4 hard negative
“Avoid Rigid ERP-Native CPQs if you need business agility... like older SAP configurations, Infor, or Microsoft Dynamics legacy quoting tools” Gemini 3.5 Flash, negative prompt
Conga CPQ18%
6 of 34 labels negative · 6 of 12 models
“Powerful, but commonly a better fit for larger organizations with CLM needs; setup and ramp-up can be substantial.” Perplexity Sonar, negative prompt
What they cite
Four of the twelve models returned a source list in this edition: four return the pages they cited.
Sites the answers cite
23 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 279 links across 108 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
vendor site · Monday.com12 answers · 16 citations · 3 models
vendor site · Gartner9 answers · 11 citations · 4 models
vendor site · Guideflow9 answers · 10 citations · 3 models
vendor site · Cincom8 answers · 12 citations · 3 models
vendor site · Conga6 answers · 7 citations · 4 models
6 answers · 6 citations · 3 models
vendor site · Zapier6 answers · 6 citations · 3 models
vendor site · PandaDoc5 answers · 8 citations · 2 models
vendor site · Reddit5 answers · 8 citations · 2 models
vendor site · Salesbricks5 answers · 7 citations · 3 models
vendor site · DealHub5 answers · 6 citations · 4 models
5 answers · 6 citations · 2 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.
9 answers · 2 models
9 answers · 3 models
8 answers · 4 models
6 answers · 3 models
6 answers · 2 models
6 answers · 3 models
5 answers · 2 models
5 answers · 2 models
5 answers · 3 models
5 answers · 3 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 cpq software”, “cpq 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 |
|---|---|---|---|---|---|---|---|---|
| DealHub dealhub.io | 62% | 172 | 1,900 | 83 | 319,299 | $372 | 62 | 1 |
| PandaDoc pandadoc.com | 13% | 538 | 60,500 | 510 | 425,196 | $42,516 | 119 | |
| QuoteWerks quotewerks.com | 9% | 66 | 1,300 | 22 | 3,244 | 27 | 5 | |
| HubSpot parent site HubSpot Commerce Hub 4% | 4% | 71 | 368,000 | 9,776 | ||||
| Bitrix24 bitrix24.com | 4% | 49 | 5,400 | 90 | 69,160 | 104 | ||
| Proposify proposify.com | 2% | 259 | 3,600 | 28 | 38,103 | 27 | ||
| Bitrix24 CRM | 2% | |||||||
| Zoho parent site Zoho CPQ 2% | 2% | 3 | ||||||
| Conga CPQ conga.com | 0% | 133 | 320 | 19 | 46,363 | $224 | 120 | |
| Tacton tacton.com | 0% | 35 | 480 | 25 | 1,142 | 7 |
Google's top ten for the two searches hold 15 sites; 8 of them are among the sites the models cited here (cincom.com, dealhub.io, g2.com, gartner.com, gokickflip.com, monday.com, reddit.com, salesbricks.com). The first result for “best cpq software” is gartner.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 CPQ software for a mid-market B2B company?”Paraphrase“Which configure, price, quote tool would you recommend to a mid-sized B2B company?”Comparative“What are the top CPQ tools and how do they differ?”Budget-constrained“What is the best CPQ software for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a CPQ software. What should we look at?”Negative“Which CPQ tools should I avoid or be cautious about?”
Claude Haiku 4.5DealHubDealHubHeldagainst: Salesforce Revenue Cloudno first choiceQuoteWerksno first choiceagainst: Original Salesforce CPQ
Two alternatives
HubSpot Commerce Hub, PandaDocTwo alternatives
HubSpot Commerce Hub, PandaDocFour alternatives
Bitrix24, Freshworks, HubSpot Commerce Hub, PandaDocGPT-5.4 miniDealHubDealHubHeldagainst: Conga CPQno first choiceHubSpot Commerce Hubagainst: Salesforce Revenue Cloudno first choiceagainst: Oracle CPQ, Salesforce Revenue Cloud
Four alternatives
Oracle CPQ, PROS Smart CPQ, Salesforce Revenue Cloud, TactonOne alternative
Salesforce Revenue CloudSeven alternatives
Conga CPQ, Oracle CPQ, PROS Smart CPQ, SAP CPQ, Salesforce Revenue Cloud, Tacton, VendavoGemini 3.5 FlashDealHubagainst: Oracle CPQDealHubHeldagainst: Oracle CPQ, Salesforce Revenue Cloudno first choicePandaDocagainst: Oracle CPQ, SAP CPQ, Salesforce Revenue CloudDealHubagainst: Salesforce Revenue Cloudagainst: Conga CPQ, HubSpot Commerce Hub, Infor, Microsoft Dynamics legacy quoting tools, Oracle CPQ, SAP CPQ, Salesforce Revenue Cloud, Zoho Creator
Five alternatives
Experlogix, Nue, PandaDoc, Salesbricks, Salesforce Revenue CloudThree alternatives
Epicor CPQ, Experlogix, PandaDocThree alternatives
HubSpot Commerce Hub, QuoteWerks, QuoterSix alternatives
Conga CPQ, Epicor CPQ, HubSpot Commerce Hub, Logik.io, PandaDoc, TactonPerplexity SonarDealHubDealHubHeldagainst: Salesforce Revenue CloudDealHub, Salesforce Revenue CloudPandaDoc, QuoteWerksno first choiceagainst: Apttus, Conga CPQ, Oracle CPQ, PROS Smart CPQ, SAP CPQ, Salesforce Revenue Cloud
Two alternatives
PandaDoc, Salesforce Revenue CloudTwo alternatives
HubSpot Commerce Hub, PandaDocEight alternatives
Cincom CPQ, Conga CPQ, NetSuite CPQ, Oracle CPQ, PROS Smart CPQ, PandaDoc, SAP CPQ, TactonOne alternative
Bitrix24Grok 4.20DealHubDealHubHeldagainst: Salesforce Revenue CloudSalesforce Revenue CloudBitrix24, HubSpot Commerce Hubagainst: Salesforce Revenue Cloudno first choiceagainst: Oracle CPQ, SAP CPQ, Salesforce Revenue Cloud, Zuora CPQ
Four alternatives
Conga CPQ, PandaDoc, QuoteWerks, Salesforce Revenue CloudThree alternatives
Conga CPQ, PandaDoc, QuoteWerksFour alternatives
Conga CPQ, DealHub, Oracle CPQ, SAP CPQThree alternatives
Odoo Community, PandaDoc, QuoteWerksMistral SmallDealHubDealHubHeldSalesforce Revenue CloudQuoteWerksno first choiceagainst: Conga CPQ, DealHub, Oracle CPQ, Salesforce Revenue Cloud, Salesforce Revenue Cloud Advantage
Three alternatives
Conga CPQ, Quotient, Salesforce Revenue CloudFour alternatives
Combeenation, HubSpot Commerce Hub, Quotient, Salesforce Revenue CloudFour alternatives
Conga CPQ, Oracle CPQ, PROS Smart CPQ, SAP CPQThree alternatives
Bitrix24, Kickflip, ProposifyDeepSeek V4 FlashDealHubDealHubHeldagainst: Oracle CPQ, SAP CPQSalesforce Revenue CloudPandaDoc, QuoteWerksagainst: Oracle CPQ, SAP CPQ, Salesforce Revenue CloudDealHubagainst: HubSpot Commerce Hub, PandaDoc, QuoteWerks, Salesforce Revenue Cloudagainst: Conga CPQ, Oracle CPQ, SAP CPQ, Salesforce Revenue Cloud
Four alternatives
Conga CPQ, HubSpot Sales Hub, PandaDoc, Salesforce Revenue CloudThree alternatives
Conga CPQ, PandaDoc, Salesforce Revenue CloudNine alternatives
Conga CPQ, DealHub, Experlogix, Logik.io, Oracle CPQ, PROS Smart CPQ, PandaDoc, SAP CPQ, TactonFour alternatives
Dock, HubSpot Commerce Hub, Kickflip, Odoo Sales + Product ConfiguratorTwo alternatives
Conga CPQ, Salesforce Revenue CloudLlama 4 MaverickDealHubDealHubHeldno first choiceProposify, Zoho CPQno first choiceagainst: Conga CPQ, Salesforce Revenue Cloud
Two alternatives
HubSpot Commerce Hub, QwotyThree alternatives
Conga CPQ, QuoteWerks, Vendavo Intelligent CPQOne alternative
KickflipQwen 3.7 FlashDealHubagainst: Salesforce Revenue CloudDealHubHeldSalesforce Revenue CloudPandaDocagainst: Klipfolio, Oracle CPQ, Salesforce Revenue Cloud, Zoho CPQno first choiceagainst: Salesforce Revenue Cloudagainst: Oracle CPQ, SAP CPQ, Salesforce Revenue Cloud
One alternative
PandaDocTwo alternatives
HubSpot Commerce Hub, PandaDocFour alternatives
Gainsight CPQ, HubSpot Commerce Hub, Oracle CPQ, SAP CPQTwo alternatives
HubSpot Commerce Hub, Quotable AIKimi K2DealHubDealHubHeldagainst: Salesforce Revenue CloudDealHub, Salesforce Revenue Cloudagainst: PandaDoc, QuoteWerks, Zoho CPQBitrix24, PandaDocDealHubagainst: Oracle CPQ, PandaDoc, Proposify, SAP CPQagainst: Experlogix, Oracle CPQ, SAP CPQ, Salesforce Revenue Cloud
Five alternatives
Conga CPQ, PandaDoc, QuoteWerks, Salesforce Revenue Cloud, Zuora CPQFour alternatives
Experlogix, HubSpot Commerce Hub, Oracle CPQ, PandaDocSeven alternatives
Conga CPQ, Experlogix, Oracle CPQ, PROS Smart CPQ, SAP CPQ, Tacton, Zuora CPQOne alternative
HubSpot Commerce HubThree alternatives
Conga CPQ, HubSpot Commerce Hub, Salesforce Revenue CloudGLM 4.7 FlashXDealHubDealHubHeldno first choiceBitrix24 CRMDealHubnothing named
Four alternatives
Oracle CPQ, PandaDoc, Quotient, Salesforce Revenue CloudFour alternatives
Conga CPQ, PandaDoc, Salesforce Revenue Cloud, TactonThree alternatives
HubSpot Commerce Hub, PandaDoc, QuoteWerksTwo alternatives
Conga CPQ, Salesforce Revenue CloudMiniMax M2.5DealHubDealHubHeldSalesforce Revenue CloudPandaDocno first choiceagainst: Salesforce Revenue Cloud
Two alternatives
Conga CPQ, Salesforce Revenue CloudOne alternative
PandaDocNine alternatives
Conga CPQ, DealHub, Oracle CPQ, PROS Smart CPQ, PandaDoc, QuoteWerks, SAP CPQ, Tacton, Zuora CPQThree alternatives
Bitrix24, Odoo, QuoteWerksBold 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 | 2026-09-15 01:37 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:57 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:06 | yes | 13 | 18 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 04:57 | yes | 16 | 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) | 2026-09-14 22:59 | yes | 0 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:12 | yes | 0 | 9 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 00:28 | yes | 0 | 14 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 22:52 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:27 | yes | 0 | 54 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:15 | yes | 0 | 26 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:21 | yes | 0 | 21 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:12 | yes | 0 | 16 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:23 | yes | 8 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:53 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:20 | yes | 15 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 04:01 | yes | 20 | 5 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) | 2026-09-15 02:01 | yes | 0 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:11 | yes | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 04:58 | yes | 0 | 16 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:13 | yes | 0 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:33 | yes | 0 | 23 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:09 | yes | 0 | 45 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:59 | yes | 0 | 44 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:48 | yes | 0 | 12 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 22:59 | yes | 15 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:09 | yes | 6 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:17 | yes | 15 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 04:23 | yes | 20 | 7 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) | 2026-09-15 03:43 | yes | 0 | 7 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:39 | yes | 0 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:56 | yes | 0 | 32 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:55 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:48 | no | 0 | 29 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:40 | yes | 0 | 40 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:02 | yes | 0 | 19 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:50 | yes | 0 | 17 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:10 | yes | 8 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:31 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:27 | yes | 17 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-14 22:56 | yes | 20 | 5 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) | 2026-09-14 23:59 | yes | 0 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:01 | yes | 0 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:52 | yes | 0 | 42 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:57 | yes | 0 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:45 | yes | 0 | 32 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:10 | yes | 0 | 21 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:03 | yes | 0 | 54 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 22:57 | yes | 0 | 10 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:46 | yes | 10 | 9 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:10 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:29 | yes | 11 | 29 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 03:38 | yes | 20 | 11 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) | 2026-09-15 04:09 | yes | 0 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:15 | yes | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:51 | yes | 0 | 56 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:22 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:11 | yes | 0 | 51 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:31 | yes | 0 | 77 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:06 | yes | 0 | 31 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:37 | yes | 0 | 17 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:53 | yes | 13 | 7 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:55 | yes | 4 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:38 | yes | 10 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 01:43 | yes | 20 | 8 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) | 2026-09-15 01:09 | yes | 0 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:53 | yes | 0 | 11 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 01:44 | yes | 0 | 16 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:29 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:02 | yes | 0 | 38 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 05:02 | yes | 0 | 70 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:36 | yes | 0 | 25 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:42 | yes | 0 | 24 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
BetterCommerce read as BetterCommerce CPQ
Cincom read as Cincom CPQ
Conga read as Conga CPQ
Epicor read as Epicor CPQ
HubSpot read as HubSpot Commerce Hub
HubSpot Quoting read as HubSpot Commerce Hub
Oracle read as Oracle CPQ
PROS read as PROS Smart CPQ
PROS CPQ read as PROS Smart CPQ
SAP read as SAP CPQ
Salesforce read as Salesforce Revenue Cloud
Salesforce CPQ read as Salesforce Revenue Cloud
Salesforce CPQ (CPQ Cloud) read as Salesforce Revenue Cloud
Salesforce CPQ (Legacy) read as Salesforce Revenue Cloud
Salesforce CPQ (Revenue Cloud) read as Salesforce Revenue Cloud
Salesforce CPQ (Steelbrick) read as Salesforce Revenue Cloud
Salesforce CPQ (now part of Agentforce Revenue Management/Revenue Cloud) read as Salesforce Revenue Cloud
Salesforce CPQ / Revenue Cloud read as Salesforce Revenue Cloud
Zoho CRM CPQ read as Zoho CPQ
Zuora read as Zuora CPQ
Unresolved, counted raw
Bitrix24 CRM
Combeenation
DealHub.io CPQ
Freshworks
Gainsight CPQ (formerly Conga CPQ)
Microsoft Dynamics legacy quoting tools
Odoo CPQ
Odoo Sales + Product Configurator
Original Salesforce CPQ
Ploomes Lite
Procpot
Quotable AI
QuoteWerks CPQ
Revenue Hub
Revtek
Salesforce Revenue Cloud Advantage
Discontinued, still offered
No shut-down product was recommended here.