Whistleblowing and investigations for enterprise buyers
Asked as “whistleblowing and investigation platform”, and as “ethics hotline and case management tool”, on behalf of an enterprise B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; 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
35%
Contested · EthicsPoint 7%
35NAVEX One07EthicsPoint07SpeakUp50others
35% 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 fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the one product 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 twenty-eight head-to-head pages: the top eight products, each against each
FaceUp vs GlobaLeaksFaceUp vs Whistleblower SoftwareFaceUp vs AllVoicesFaceUp vs Case IQWhistlelink vs NAVEX OneWhistlelink vs WhispliWhistlelink vs GlobaLeaksWhistlelink vs Whistleblower SoftwareWhistlelink vs AllVoicesWhistlelink vs Case IQNAVEX One vs WhispliNAVEX One vs GlobaLeaksNAVEX One vs Whistleblower SoftwareNAVEX One vs AllVoicesNAVEX One vs Case IQWhispli vs GlobaLeaksWhispli vs Whistleblower SoftwareWhispli vs AllVoicesWhispli vs Case IQGlobaLeaks vs Whistleblower SoftwareGlobaLeaks vs AllVoicesGlobaLeaks vs Case IQWhistleblower Software vs AllVoicesWhistleblower Software vs Case IQAllVoices vs Case IQ
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
02E03
04
05
06
07E08
09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01NAVEX One35%
NAVEX One35%02SpeakUp7%
SpeakUp7%03EthicsPoint7%
04Case IQ6%
Case IQ6%05Whispli6%
Whispli6%06HR Acuity6%
HR Acuity6%07Whistlelink4%
Whistlelink4%08EQS Integrity Line2%
09FaceUp2%
FaceUp2%10Ethico2%
Ethico2%11Convercent0%
Convercent0%What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, Llama 4 Maverick, 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.
NAVEX One10%
5 of 50 labels negative · 5 of 14 models
“But it suffers from lengthy implementation times and hard-to-use design... The caution is not that NAVEX is insecure, it is that large enterprises need to validate implementation timelines, UX for reporters and investigators, and total cost of ownership” Muse Glimmer 30B, negative prompt
EthicsPoint
21%
3 of 14 labels negative · 3 of 14 models
“NAVEX is known for charging "professional services" fees if you need to customize your intake forms or workflows after implementation.” Gemini 3.5 Flash, budget prompt
Google Forms100%
2 of 2 labels negative · 2 of 14 models · 2 hard negative
“Platforms/Approaches to **Strongly Avoid**: Email, Shared Inboxes, or Basic Forms (e.g., Google Forms, Outlook/Shared Drives)” Grok 4.1 Fast, negative prompt
Convercent18%
2 of 11 labels negative · 2 of 14 models · 1 hard negative
“**Avoid or demand immediate remediation proof**: Convercent (due to the documented critical security disclosures)” Kimi K2, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
81 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. 1195 links across 190 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · NAVEX54 answers · 109 citations · 13 models
vendor site · Guideflow48 answers · 52 citations · 11 models
vendor site · Whistlelink46 answers · 59 citations · 12 models
vendor site · Ordio39 answers · 51 citations · 11 models
vendor site · G232 answers · 56 citations · 13 models
vendor site · SpeakUp31 answers · 45 citations · 12 models
vendor site · FaceUp31 answers · 40 citations · 12 models
vendor site · Whispli24 answers · 33 citations · 11 models
vendor site · Diligent24 answers · 26 citations · 12 models
vendor site · HR Acuity22 answers · 26 citations · 10 models
vendor site · Gartner21 answers · 25 citations · 8 models
vendor site · WhistleBlower Security20 answers · 26 citations · 10 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.
39 answers · 11 models
35 answers · 11 models
30 answers · 12 models
30 answers · 12 models
22 answers · 11 models
21 answers · 8 models
20 answers · 10 models
19 answers · 10 models
19 answers · 9 models
17 answers · 11 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 “whistleblowing and investigation platform”, “whistleblowing and investigation 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 | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| NAVEX One navex.com NAVEX One 35%, NAVEX EthicsPoint 6%, NAVEX One EthicsPoint Essentials 6%, NAVEX One Whistleblowing & Incident Management Professional 2% and 1 more | 50% | 100 | 880 | 26 | 21,159 | 48 | 1 |
| SpeakUp speakup.com | 7% | 48 | 5,400 | 61 | 5,292 | 14 | |
| EthicsPoint | 7% | 4,400 | 144 | ||||
| Case IQ caseiq.com | 6% | 50 | 590 | 20 | 11,839 | 37 | |
| Whispli whispli.com | 6% | 52 | 140 | 22 | 119 | ||
| HR Acuity hracuity.com | 6% | 39 | 1,900 | 28 | 178,189 | 4 | 8 |
| Whistlelink whistlelink.com | 4% | 92 | 30 | 0 | 1,564 | 9 | |
| EQS Integrity Line | 2% | 50 | 0 | ||||
| FaceUp faceup.com | 2% | 95 | 1,600 | 24 | 40,841 | 38 | 4 |
| Ethico ethico.com | 2% | 31 | 1,300 | 27 | 3,125 | 34 |
Google's top ten for the two searches hold 17 sites; 7 of them are among the sites the models cited here (diligent.com, faceup.com, g2.com, gartner.com, hracuity.com, navex.com, whistleblowersecurity.com). The first result for “whistleblowing and investigation platform” is navex.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 whistleblowing and investigation platform for an enterprise B2B company?”Paraphrase“Which ethics hotline and case management tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade whistleblowing and investigation platforms and how do they differ?”Budget-constrained“What is the best whistleblowing and investigation platform 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 whistleblowing and investigation platform. What should we look at?”Negative“Which whistleblowing and investigation platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5NAVEX OneHR AcuityChangedNAVEX OneFaceUp, VoxWelagainst: HR Acuityno first choicenothing named
Four alternatives
EQS Integrity Line, SpeakUp, Vault Platform, WhispliThree alternatives
Case IQ, Ethico, NAVEX OneSix alternatives
AllVoices, Confide Platform, EQS Integrity Line, SpeakUp, Vault Platform, Whistleblower SoftwareOne alternative
WhistlelinkGPT-5.4 miniEthicsPoint, NAVEX OneNAVEX One EthicsPoint EssentialsChangedEthico, EthicsPoint, NAVEX OneEthicono first choiceagainst: FaceUp, Whistleblower Software
Three alternatives
Case IQ, SpeakUp, WhispliOne alternative
Convercent Helpline & Case ManagerOne alternative
WhistleBTwo alternatives
Diligent, ResolverGemini 3.5 FlashNAVEX OneNAVEX OneHeldEQS Group, NAVEX OneWhispliagainst: EthicsPoint, NAVEX OneHR Acuitynothing named
Four alternatives
AllVoices, Case IQ, EQS Group, HR AcuityFive alternatives
Case IQ, Convercent, EQS Integrity Line, HR Acuity, WhispliFour alternatives
Case IQ, HR Acuity, SpeakUp, WhispliTwo alternatives
Case IQ, Whistleblower SoftwareFive alternatives
AllVoices, Diligent, EQS Integrity Line, NAVEX One, WhispliPerplexity SonarNAVEX OneCase IQ, HR AcuityChangedWhispliWhistlelinkno first choiceagainst: NAVEX One
Two alternatives
SpeakUp, WhispliOne alternative
ResolverFour alternatives
EQS Integrity Line, FaceUp, NAVEX One, SpeakUpOne alternative
NAVEX OneGrok 4.1 FastDiligent SpeakUp, NAVEX OneNAVEX EthicsPointChangedNAVEX OneNAVEX EthicsPointagainst: EQS Integrity Line, Ethico, FaceUp, Whispli, Whistleblower Software, WhistlelinkCase IQ, Whispliagainst: Diligent, EthicsPoint, FaceUp, GlobaLeaks, Google Forms, Lighthouse Services, Outlook, SecureDrop, SurveyMonkey, Whistleblower Software, Whistlelink, Workday
Three alternatives
Case IQ, EQS Integrity Line, Resolver WhistleblowerThree alternatives
Case IQ, SpeakUp, i-SightSix alternatives
BKMS, Case IQ, EQS Integrity Line, Ethico, SpeakUp, WhistlelinkThree alternatives
AllVoices, SpeakUp, Whistle WillowThree alternatives
FaceUp, Guideflow, OrdioMistral SmallEQS Integrity Line, NAVEX Whistleblowing & Case ManagementWhistlelinkChangedEQS Integrity LineNAVEX Oneno first choiceagainst: Formalize, WikiLeaks
Two alternatives
Case IQ, SpeakUpOne alternative
FaceUpFour alternatives
NAVEX One, SpeakUp, Whistleblower Software, WhistlelinkTwo alternatives
EQS Integrity Line, WhistlelinkDeepSeek V4 FlashNAVEX OneNAVEX OneHeldNAVEX Oneagainst: WhistleBSpeakUpagainst: EthicsPortalno first choiceagainst: SecureDrop
Four alternatives
Convergent by OneTrust, EUCS Integrity Line, FaceUp, WhispliFour alternatives
Convercent, Resolver, Whispli, WhistleBlower SecurityFive alternatives
Convercent, EQS Integrity Line, SpeakUp, Whistleblowing Software, WhistlelinkOne alternative
NAVEX OneLlama 4 MaverickSpeakUpno first choiceChangedno first choiceno first choiceno first choicenothing named
Two alternatives
NotMe, WhistlelinkQwen 3.7 FlashNAVEX OneNAVEX OneHeldDiligent Speak Up Manager, NAVEX OneNAVEX Oneno first choiceagainst: Diligentagainst: Google Forms, Microsoft Forms, OTRS
Two alternatives
AllVoices, ConvercentThree alternatives
SAI360, ServiceNow, WhispliFour alternatives
EQS Integrity Line, Ethico, Resolver, WhispliTwo alternatives
SpeakUp, TrustyThree alternatives
Case IQ, Resolver, WhispliKimi K2EthicsPoint, NAVEX OneNAVEX OneChangedNAVEX OneCase IQ, EthicsPoint, NAVEX Oneagainst: Trusty.reportno first choiceagainst: Convercent, EthicsPoint, Legality Whistleblowing, NAVEX One
Two alternatives
Case IQ, WhispliTwo alternatives
OneTrust Convercent, Vault PlatformFour alternatives
FaceUp, OneTrust, Resolver, SpeakUpOne alternative
EQS Integrity LineGLM 4.7 FlashXNAVEX EthicsPointNAVEX OneChangedSpeakUpSpeakUpagainst: NAVEX Oneno first choicenothing named
Four alternatives
EQS Integrity Line, FaceUp, SpeakUp, WhistlelinkThree alternatives
Convercent, SAI360, i-SightEight alternatives
CaseIQ, EQS Integrity Line, FaceUp, NAVEX One, Viddle, WhistleB, Whistleblower Software, WhistlelinkTwo alternatives
Whistleblower Software, WhistlelinkMiniMax M2.5NAVEX One, SpeakUpNAVEX One EthicsPoint EssentialsChangedNAVEX One, SpeakUpTrustyno first choicenothing named
Three alternatives
Canary Whistleblowing System, Guideflow, OrdioFour alternatives
ComplianceQuest, Convercent, RedFlag Reporting, SpeakUpTwo alternatives
OneTrust, ResolverThree alternatives
EQS Integrity Line, EthicsPortal, NAVEX OneGPT-6 LunaNAVEX One EthicsPoint EssentialsNAVEX One Whistleblowing & Incident Management ProfessionalChangedagainst: OneTrustno first choiceagainst: ConvercentComplyLineno first choicenothing named
Three alternatives
Case IQ, EQS Integrity Line, OneTrust Speak-Up Culture AssuranceTwo alternatives
Case IQ, EQS Integrity Line / Compliance CockpitOne alternative
Vault PlatformTwo alternatives
Ethico, NAVEX EthicsPointMuse Glimmer 30BEthicsPoint, NAVEX OneNAVEX Global's EthicsPointChangedEthicsPoint, NAVEX OneNAVEX One, Whisplino first choiceagainst: NAVEX One
Two alternatives
Case IQ, EQS Integrity LineTwo alternatives
Ethico Hotline & Case Management, IntegrityLine by DeloitteSix alternatives
Case IQ, Convercent, EQS Integrity Line, Lighthouse Services / Lighthouse Group, OneTrust, SpeakUpFour alternatives
Ashio, EthicsPortal, SpeakUp, Trusty.reportBold 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
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 | 2026-10-04 21:32 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:22 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:33 | yes | 18 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 21:27 | yes | 20 | 5 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:25 | yes | 21 | 16 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:18 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:40 | yes | 18 | 32 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:42 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:30 | no | 0 | 23 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:28 | yes | 24 | 31 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:28 | yes | 23 | 23 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:38 | yes | 5 | 17 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:24 | yes | 3 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:31 | yes | 13 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:20 | yes | 17 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:22 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:41 | yes | 9 | 18 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 21:37 | yes | 16 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:37 | yes | 21 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:39 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:28 | yes | 23 | 23 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:26 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:38 | no | 0 | 25 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:26 | yes | 18 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:39 | yes | 24 | 61 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:38 | yes | 14 | 34 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:33 | yes | 3 | 19 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:21 | yes | 14 | 15 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:29 | yes | 9 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:27 | yes | 4 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:26 | yes | 20 | 31 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 21:28 | yes | 20 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:19 | yes | 21 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:33 | yes | 7 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:27 | yes | 23 | 41 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:37 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:36 | yes | 21 | 46 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:21 | yes | 21 | 28 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:21 | yes | 22 | 63 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:35 | yes | 11 | 20 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:21 | yes | 8 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:23 | yes | 24 | 41 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:30 | yes | 17 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:29 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:34 | yes | 15 | 26 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 21:34 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:29 | yes | 24 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:27 | yes | 21 | 12 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:35 | yes | 22 | 37 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:20 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:19 | yes | 15 | 72 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:25 | yes | 24 | 60 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:23 | yes | 21 | 29 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:35 | yes | 17 | 41 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:31 | yes | 2 | 16 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:26 | yes | 21 | 40 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:33 | yes | 18 | 11 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:36 | yes | 4 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:23 | yes | 9 | 23 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 21:37 | yes | 20 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:21 | yes | 15 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:18 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:41 | yes | 21 | 31 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:21 | yes | 5 | 5 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:39 | yes | 23 | 47 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:41 | yes | 21 | 32 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:24 | yes | 13 | 47 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:21 | yes | 5 | 16 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:31 | yes | 3 | 28 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:22 | yes | 12 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:26 | yes | 35 | 14 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:28 | yes | 3 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:22 | yes | 13 | 28 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 21:29 | yes | 20 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:33 | yes | 19 | 15 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:41 | yes | 14 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:22 | yes | 22 | 46 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:37 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:35 | yes | 24 | 73 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:31 | yes | 24 | 53 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:25 | yes | 21 | 44 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:26 | yes | 20 | 59 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:40 | yes | 2 | 20 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:37 | yes | 22 | 26 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
NAVEX read as NAVEX One
NAVEX (EthicsPoint / NAVEX One) read as NAVEX One
NAVEX (EthicsPoint / WhistleB) read as NAVEX One
NAVEX (EthicsPoint) read as NAVEX One
NAVEX (Whistleblower Hotline & Case Management) read as NAVEX One
NAVEX (formerly Convecent) read as NAVEX One
NAVEX Global read as NAVEX One
NAVEX Global (EthicsPoint/Vault) read as NAVEX One
Unresolved, counted raw
Ashio
BKMS (now part of EQS Group)
CaseIQ
ComplyLine
Convergent by OneTrust
Diligent SpeakUp
Diligent Vault
EUCS Integrity Line
Elker
Ethico Hotline & Case Management
Guideflow Blog
Integreon
IntegrityLine by Deloitte
Lighthouse Services
Lighthouse Services / Lighthouse Group
NAVEX Whistleblowing & Case Management
OTRS
OneTrust Convercent (Helpline & Case Manager)
OneTrust Speak-Up Culture Assurance
Polonious
Presynct
RedFlag Reporting
Resolver Whistleblower
Securiti
Speak Up
TrustCloud
Viddle
Whistle Willow
Whistleblowing Software (formerly FaceUp)
Work Shield
Xanalys
Discontinued, still offered
No shut-down product was recommended here.