Professional services automation for small business buyers
Asked as “professional services automation platform”, and as “PSA tool for project billing and utilization”, on behalf of a small B2B company. 55 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each. Added to the September 2026 Edition; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
38%
Contested · Productive 15%
38BigTime15Productive07Ruddr40others
38% of first choices, contested.
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 small 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.
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
06S07
08
09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01BigTime38%
BigTime38%02Productive15%
Productive15%03Ruddr7%
Ruddr7%04Scoro5%
Scoro5%05Avaza5%
Avaza5%06Teamwork.com2%
Teamwork.com2%07Syncro2%
08Rocketlane2%
Rocketlane2%09Kantata2%
Kantata2%10Accelo0%
Accelo0%11Certinia Professional Services Cloud0%
Certinia Professional Services Cloud0%What they warned about
Three of twelve models held their first choice under the paraphrase. 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.
Kantata65%
24 of 37 labels negative · 10 of 12 models · 6 hard negative
“platforms like Certinia (formerly FinancialForce) or Kantata are out of reach due to steep implementation costs, long contract lock-ins, and high minimum seat requirements” Gemini 3.5 Flash, budget prompt
Certinia Professional Services Cloud100%
14 of 14 labels negative · 9 of 12 models · 6 hard negative
“legacy enterprise Professional Services Automation (PSA) platforms like Certinia (formerly FinancialForce) or Kantata are out of reach due to steep implementation costs” Gemini 3.5 Flash, budget prompt
ConnectWise PSA80%
4 of 5 labels negative · 4 of 12 models · 3 hard negative
“Platforms to avoid or approach carefully: ConnectWise PSA — powerful, but reviews repeatedly point to setup complexity, performance issues” GPT-5.4 mini, negative prompt
Autotask PSA
100%
3 of 3 labels negative · 3 of 12 models · 2 hard negative
“initial setup is challenging due to its size and complexity. Good fit for some MSPs, less so if you want something lightweight.” GPT-5.4 mini, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the twelve in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
77 of 84 answers in this category came back with a source list, from 14 of 12 models: citations where the model returns them, or the search results it consulted. 1033 links across 166 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Scoro49 answers · 57 citations · 13 models
vendor site · BigTime46 answers · 116 citations · 13 models
vendor site · Kantata46 answers · 56 citations · 11 models
vendor site · Teamwork.com35 answers · 49 citations · 12 models
vendor site · G234 answers · 54 citations · 14 models
vendor site · G234 answers · 34 citations · 12 models
31 answers · 31 citations · 10 models
vendor site · Rocketlane27 answers · 36 citations · 11 models
vendor site · Accelo24 answers · 32 citations · 11 models
21 answers · 22 citations · 9 models
20 answers · 24 citations · 10 models
vendor site · Productive19 answers · 25 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.
46 answers · 11 models
41 answers · 12 models
35 answers · 11 models
34 answers · 12 models
30 answers · 10 models
19 answers · 10 models
18 answers · 11 models
18 answers · 9 models
18 answers · 8 models
17 answers · 7 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 professional services automation platform”, “professional services automation platform”, “professional services automation platforms”. 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 |
|---|---|---|---|---|---|---|---|---|
| BigTime bigtime.net | 38% | 122 | 18,100 | 278 | 30,730 | $2,221 | 30 | |
| Productive productive.io Productive 15%, Productive.io 4% | 18% | 58 | 60,500 | 1,234,021 | 102,038 | $1,647 | 61 | 3 |
| Ruddr ruddr.com | 7% | 21 | 590 | 1 | 1,261 | $27,130 | 14 | |
| Scoro scoro.com | 5% | 101 | 1,300 | 23 | 4,736 | 51 | 1 | |
| Avaza avaza.com | 5% | 18 | 720 | 5 | 3,604 | 18 | ||
| Ravetree ravetree.com | 4% | 5 | 3 | |||||
| Teamwork.com teamwork.com | 2% | 35 | 1,900 | 23 | 467,278 | 16 | ||
| Syncro | 2% | 3,600 | 383 | |||||
| Rocketlane rocketlane.com | 2% | 53 | 3,600 | 52 | 15,010 | $7,649 | 55 | |
| Projectworks projectworks.com | 2% | 10 | 320 | 14 | 5,046 | 9 | 8 |
Google's top ten for the three searches hold 23 sites; 5 of them are among the sites the models cited here (g2.com, kantata.com, productive.io, scoro.com, thedigitalprojectmanager.com). The first result for “best professional services automation platform” is atera.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 professional services automation platform for a small B2B company?”Paraphrase“Which PSA tool for project billing and utilization would you recommend to a small business that sells to other businesses?”Comparative“What are the top professional services automation platforms for a small team and how do they differ?”Budget-constrained“What is the best professional services automation platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a professional services automation platform. What should we look at?”Negative“Which professional services automation platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5BigTimeBigTimeHeldagainst: KantataClickUp, Teamwork.com, Wrikeagainst: KantataWrikeno first choiceagainst: Accelo, BQE CORE, Kantata, WorkflowMax
Three alternatives
Avaza, Paymo, ScoroTwo alternatives
Accelo, ScoroFour alternatives
Accelo, BigTime, Productive, ScoroFive alternatives
Bitrix24, Productive, Rocketlane, Syncro, Teamwork.comGPT-5.4 miniScoroagainst: KantataBigTimeChangedAccelo, Rocketlane, Teamwork.comagainst: Certinia Professional Services Cloud, KantataTeamwork.comno first choiceagainst: Autotask PSA, Certinia PS Cloud, ConnectWise PSA, Kantata, SuiteProjects / NetSuite OpenAir
Two alternatives
BigTime, ProductiveFour alternatives
Avaza, PSOhub, Paymo, ProjectworksTwo alternatives
BQE CORE, BirdviewThree alternatives
Bitrix24, Syncro, WrikeGemini 3.5 FlashRuddragainst: Certinia Professional Services Cloud, ConnectWise, NetSuiteProductiveChangedRuddragainst: Certinia Professional Services Cloud, KantataAvazaagainst: Certinia Professional Services Cloud, KantataProductive.ioagainst: Asana, Certinia Professional Services Cloud, NetSuite OpenAir, Trello, Workday PSAagainst: Autotask PSA, Certinia Professional Services Cloud, ConnectWise PSA, Deltek, Kantata SX, Oracle NetSuite OpenAir, SAP S/4HANA Cloud for Professional Services, Workday PSA
Four alternatives
HaloPSA, Productive.io, Scoro, SuperOpsThree alternatives
Accelo, BigTime, ScoroFour alternatives
Accelo, Productive, Rocketlane, ScoroFour alternatives
Flowlu, Paymo, Productive.io, Teamwork.comEight alternatives
BigTime, HaloPSA, Projectworks, Runn.io, Scoro, SuperOps, Syncro, Teamwork.comPerplexity SonarAvazaBigTimeChangedTeamwork.comAvazano first choiceagainst: BQE CORE, BigTime, Certinia Professional Services Cloud, ConnectWise/Autotask, Replicon
Three alternatives
BigTime, Productive, ScoroThree alternatives
Accelo, Kantata, ScoroFour alternatives
BigTime, Birdview, Rocketlane, ScoroThree alternatives
BigTime, Ruddr, ScoroGrok 4.1 FastBigTimeagainst: KantataBigTimeHeldBigTimeagainst: Kantata, WrikeBitrix24no first choiceagainst: Certinia Professional Services Cloud, ConnectWise Manage, Kantata, Scoro, Vorex
Two alternatives
Accelo, ScoroThree alternatives
Accelo, Kantata, ScoroFour alternatives
Accelo, Avaza, Productive, ScoroFour alternatives
BigTime, Bonsai, Productive, Teamwork.comMistral SmallBigTime, KantataBigTimeChangedSyncroPSOhub, SuperOpsno first choicenothing named
Two alternatives
ConnectWise PSA, RuddrThree alternatives
Accelo, Kantata, ProductiveTwo alternatives
HaloPSA, SyncroDeepSeek V4 FlashBigTimeRavetreeChangedagainst: Certinia Professional Services Cloud, KantataBigTimeagainst: KantataProductive.ioagainst: Accelo, HaloPSA, KantataBigTime, Productive, Scoroagainst: Kantata, Rocketlaneagainst: Autotask PSA, ConnectWise Manage, HaloPSA, Kantata, Scoro, ServiceNow
Three alternatives
Accelo, Ruddr, ScoroFour alternatives
Accelo, BigTime, Function Point, ScoroFour alternatives
Accelo, Rocketlane, Scoro, Teamwork.comTwo alternatives
BigTime, Zoho ProjectsLlama 4 Maverickno first choiceBigTime, Projectworks, RocketlaneChangedSyncroSyncrono first choicenothing named
Two alternatives
Accelo, KantataTwo alternatives
BQE CORE, PlakyQwen 3.7 FlashBigTimeagainst: AcumaticaBigTimeHeldClickUp, Monday.comProductiveno first choiceagainst: BridgePoint, Mavenlink, Oracle, SAP S/4HANA, Unanetagainst: Asana, Autotask, ConnectWise Manage, Microsoft Dynamics 365 Business Central, Monday.com, Oracle NetSuite, SAP S/4HANA, ServiceMax, VOGSY, Wrike
Three alternatives
Ruddr, Syncro, WrikeTwo alternatives
Harvest, ScoroThree alternatives
Dubsado, HoneyBook, StudioSiteTwo alternatives
Bonsai, SmartsheetThree alternatives
Avalara, ClickUp, DextKimi K2BigTime, ScoroBigTimeChangedagainst: ClickUp, Monday.comBigTime, Ruddragainst: KantataRuddrBigTimeagainst: Certinia Professional Services Cloud, Microsoft Project Operations / Dynamics 365, NetSuite OpenAir, PSA by Canam Systems
One alternative
AcceloOne alternative
ScoroTwo alternatives
Accelo, ProductiveThree alternatives
Accelo, BigTime, ScoroThree alternatives
Accelo, Kantata, RavetreeGLM 4.7 FlashXProductive, RavetreeBigTimeChangedagainst: KantataProductivePlakyno first choiceagainst: Asana, ClickUp, Datto, Kantata, Microsoft Dynamics 365, NetSuite, Scoro, Syncro, Workday PSA, Wrike
Four alternatives
Accelo, Rocketlane, Scoro, SyncroOne alternative
ProductiveFive alternatives
Assembly, BigTime, Rocketlane, Scoro, Teamwork.com PSAThree alternatives
BigTime, Productive, ScoroMiniMax M2.5BigTime, RuddrBigTimeChangedAvazaagainst: KantataBigTime, Ruddrno first choiceagainst: Bonsai, Certinia Professional Services Cloud, Kantata
Three alternatives
Accelo, Kantata, ScoroFive alternatives
Accelo, Magnetic, Productive, Projectworks, RavetreeThree alternatives
BigTime, ClickUp, Monday.comTwo alternatives
Klient PSA, ScoroBold 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. Full answer text is in the free responses file. Download the record
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 | 2026-10-04 22:31 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:31 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:13 | yes | 17 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 22:25 | yes | 18 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:46 | yes | 22 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:04 | yes | 9 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:36 | yes | 14 | 22 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:38 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:53 | yes | 9 | 51 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:53 | yes | 16 | 22 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:38 | yes | 13 | 15 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:42 | yes | 13 | 26 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:21 | yes | 14 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:43 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:50 | yes | 16 | 30 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 22:59 | yes | 17 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:16 | yes | 22 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:09 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:14 | yes | 24 | 20 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:22 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:15 | yes | 10 | 29 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:42 | yes | 23 | 44 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:15 | yes | 21 | 131 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:18 | yes | 13 | 30 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:17 | yes | 19 | 12 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:52 | yes | 3 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:57 | yes | 14 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 22:22 | yes | 18 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:43 | yes | 20 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:06 | yes | 24 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:12 | yes | 19 | 43 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:23 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:04 | no | 0 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:48 | yes | 19 | 28 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:51 | yes | 22 | 46 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:09 | yes | 21 | 41 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:29 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:23 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:03 | yes | 20 | 30 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 22:37 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:15 | yes | 21 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:16 | yes | 10 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:45 | yes | 23 | 28 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:44 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:17 | yes | 15 | 21 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:31 | yes | 19 | 26 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:47 | yes | 20 | 22 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:47 | yes | 5 | 25 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:46 | no | 0 | 8 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:39 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:24 | yes | 13 | 23 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:14 | yes | 18 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:51 | yes | 15 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:12 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:16 | yes | 20 | 39 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:15 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:55 | no | 0 | 28 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:44 | yes | 13 | 17 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:40 | no | 0 | 10 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:03 | no | 0 | 9 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:12 | yes | 17 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:53 | yes | 5 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:40 | yes | 18 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:32 | yes | 18 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:26 | yes | 18 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:25 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:24 | yes | 24 | 61 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:15 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:32 | yes | 8 | 38 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:00 | yes | 24 | 37 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:20 | yes | 20 | 76 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:07 | yes | 7 | 32 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
Certinia read as Certinia Professional Services Cloud
Certinia (formerly FinancialForce PSA) read as Certinia Professional Services Cloud
Certinia (formerly FinancialForce) read as Certinia Professional Services Cloud
SAP read as SAP S/4HANA
Workday read as Workday PSA
Workday Professional Services read as Workday PSA
Unresolved, counted raw
Bill4Time
BridgePoint
CRMLeaf
Datto
Datto Autotask
Financial Force
Flowlu
Function Point
Magnetic
Microsoft Project Operations / Dynamics 365
N-able
OpenAir
PSA by Canam Systems (Restoration-focused)
Rocket Matter
Runn.io
SAP S/4HANA Cloud for Professional Services
StudioSite
SuiteProjects / NetSuite OpenAir
SuperOps.ai
Teamwork.com PSA
Vorex
WorkflowMax
Discontinued, still offered
No shut-down product was recommended here.