SEC and disclosure reporting
Asked as “SEC and disclosure reporting platform”, and as “disclosure management software for SEC filings”, on behalf of a mid-market B2B company. 63 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
32%
Contested · Certent Disclosure Management 22%
32Workiva22Certent Disclosure Management22DFIN ActiveDisclosure24others
32% 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 a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
02
DFIN ActiveDisclosure22%3%64accepted challengernewNew since September 2026: not ranked then, 22% now.
DFIN ActiveDisclosure22%3%64accepted challengernewNew since September 2026: not ranked then, 22% now.03
Certent Disclosure Management22%2%47accepted challengernewNew since September 2026: not ranked then, 22% now.
Certent Disclosure Management22%2%47accepted challengernewNew since September 2026: not ranked then, 22% now.Show the one product at 0%, ordered by negative rate
06
Toppan Merrill Bridge0%3%31accepted challengernewNew since September 2026: not ranked then, 0% now.
Toppan Merrill Bridge0%3%31accepted challengernewNew since September 2026: not ranked then, 0% now.The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
For buyers
Head to head
All ten head-to-head pages: the top five products, each against each
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 →
010203
04
0506Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Workiva32%
Workiva32%02DFIN ActiveDisclosure22%
DFIN ActiveDisclosure22%03Certent Disclosure Management22%
Certent Disclosure Management22%04IRIS CARBON17%
IRIS CARBON17%05Certent3%
Certent3%06Toppan Merrill Bridge0%
Toppan Merrill Bridge0%What they warned about
Seven of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick and Kimi K2 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.
Workiva23%
18 of 77 labels negative · 12 of 14 models · 1 hard negative
“**Avoid**: Workiva ($40K-$300K+/year) unless you have enterprise needs” MiniMax M2.5, budget prompt
EDGAR
67%
2 of 3 labels negative · 2 of 14 models · 1 hard negative
“SEC's EDGAR System - **AVOID**” GLM 4.7 FlashX, negative prompt
DFIN ActiveDisclosure3%
2 of 64 labels negative · 2 of 14 models
“Proceed with caution if you plan to do extensive, fast-paced table updates directly in the tool or manage complex, in-house XBRL tagging.” Gemini 3.5 Flash, negative prompt
CCH Tagetik50%
1 of 2 labels negative · 1 of 14 models · 1 hard negative
“Avoid "EPM-Attached" Disclosure Modules (Unless Already Fully Committed)” Gemini 3.5 Flash, 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
82 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. 1019 links across 165 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.
61 answers · 124 citations · 12 models
56 answers · 103 citations · 12 models
37 answers · 55 citations · 11 models
34 answers · 51 citations · 11 models
28 answers · 42 citations · 11 models
vendor site · G228 answers · 37 citations · 12 models
27 answers · 70 citations · 11 models
vendor site · Worldmetrics25 answers · 43 citations · 11 models
22 answers · 22 citations · 9 models
17 answers · 22 citations · 10 models
vendor site · Basedash16 answers · 16 citations · 9 models
vendor site · insightsoftware16 answers · 16 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.
57 answers · 12 models
52 answers · 11 models
48 answers · 12 models
27 answers · 9 models
25 answers · 12 models
24 answers · 11 models
22 answers · 9 models
19 answers · 10 models
16 answers · 9 models
16 answers · 10 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 sec and disclosure reporting platform”, “sec and disclosure reporting 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 |
|---|---|---|---|---|---|---|---|
| Workiva workiva.com | 32% | 596 | 22,200 | 524 | 58,186 | $23 | 64 |
| Certent certent.com Certent Disclosure Management 22%, Certent 3% | 25% | 130 | 1,600 | 8 | 2,311 company | ||
| DFIN ActiveDisclosure dfinsolutions.com | 22% | 182 | 90 | 0 | 106,363 | $322 | 40 |
| IRIS CARBON iriscarbon.com | 17% | 119 | 50 | 1 | 634 | 8 | |
| ActiveDisclosure | 2% | 390 | 1 | ||||
| Arelle | 2% | 210 | 111 | ||||
| Toppan Merrill toppanmerrill.com Toppan Merrill Bridge 0%, Toppan Merrill 0% | 0% | 93 | 1,900 | 41 | 19,220 | 0 | |
| EDGARsuite edgarsuite.com | 0% | 12 | 10 | 0 | 11 | ||
| ACII acii.com | 0% | 2 | |||||
| Broadridge broadridge.com Broadridge 0%, Broadridge Transform 0% | 0% | 7 |
Google's top ten for the two searches hold 15 sites; 1 of them are among the sites the models cited here (sec.gov). The first result for “best sec and disclosure reporting platform” is quickbase.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 SEC and disclosure reporting platform for a mid-market B2B company?”Paraphrase“Which disclosure management software for SEC filings would you recommend to a mid-sized B2B company?”Comparative“What are the top SEC and disclosure reporting platforms and how do they differ?”Budget-constrained“What is the best SEC and disclosure reporting platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a SEC and disclosure reporting platform. What should we look at?”Negative“Which SEC and disclosure reporting platforms should I avoid or be cautious about?”
Claude Haiku 4.5WorkivaDFIN ActiveDisclosureChangedWorkivaCertent Disclosure Management, IRIS CARBONagainst: ArelleWorkivanothing named
Three alternatives
Certent, DFIN ActiveDisclosure, IRIS CARBONTwo alternatives
Certent Disclosure Management, Naehas Disclosure ManagementFour alternatives
Certent, DFIN ActiveDisclosure, DataTracks, Toppan MerrillOne alternative
DFIN ActiveDisclosureOne alternative
ActiveDisclosureGPT-5.4 miniWorkivaWorkivaHeldWorkivano first choiceagainst: Workivano first choicenothing named
Two alternatives
DFIN ActiveDisclosure, IRIS CARBONTwo alternatives
Certent Disclosure Management, DFIN ActiveDisclosureFour alternatives
Diligent, Oracle, SAP, Wolters Kluwer CCH TagetikGemini 3.5 FlashWorkivaDFIN ActiveDisclosureChangedWorkivaDFIN ActiveDisclosure, IRIS CARBONagainst: WorkivaWorkivaagainst: CCH Tagetik, Certent Disclosure Management, DFIN ActiveDisclosure, Oracle Narrative Reporting, SAP Disclosure Management, Toppan Merrill Bridge, Workiva
Four alternatives
Certent Disclosure Management, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill BridgeThree alternatives
Certent Disclosure Management, Toppan Merrill Bridge, WorkivaFour alternatives
Certent Disclosure Management, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill BridgeTwo alternatives
Novaworks, RDG FilingsFour alternatives
Certent, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill BridgePerplexity SonarWorkivaWorkivaHeldWorkivaArelle, IRIS CARBONagainst: Workivano first choicenothing named
Two alternatives
Certent Disclosure Management, DFIN ActiveDisclosureTwo alternatives
DFIN ActiveDisclosure, IRIS CARBONFive alternatives
Broadridge, Certent, DFIN ActiveDisclosure, IRIS CARBON, insightsoftwareOne alternative
Certent Disclosure ManagementGrok 4.1 FastWorkivaDFIN ActiveDisclosureChangedWorkivaIRIS CARBONagainst: Arelle software, WorkivaDFIN ActiveDisclosure, Workivanothing named
Three alternatives
Certent Disclosure Management, DFIN ActiveDisclosure, IRIS CARBONTwo alternatives
Certent, WorkivaFour alternatives
Certent Disclosure Management, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill BridgeThree alternatives
ACII, Certent Disclosure Management, SEC EDGAR Filing ServicesTwo alternatives
Certent Disclosure Management, IRIS CARBONMistral SmallIRIS CARBON, WorkivaCertent Disclosure Management, WorkivaChangedWorkivaActiveDisclosure, Certent Disclosure Managementagainst: Workivano first choicenothing named
Two alternatives
Basedash, RERegnology ESEFOne alternative
ActiveDisclosureFour alternatives
Certent, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill BridgeDeepSeek V4 FlashCertent Disclosure Managementagainst: WorkivaWorkivaChangedWorkivaagainst: Donnelley Financial's VenueCertent Disclosure Management, IRIS CARBONagainst: WorkivaWorkivaagainst: EdgarAgents
Three alternatives
DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill BridgeTwo alternatives
Certent Disclosure Management, IRIS CARBONFour alternatives
Certent Disclosure Management, DFIN ActiveDisclosure, IRIS CARBON, Toppan MerrillTwo alternatives
DFIN ActiveDisclosure, EDGARsuiteTwo alternatives
Certent Disclosure Management, DFIN ActiveDisclosureLlama 4 MaverickDFIN ActiveDisclosureagainst: Workivano first choiceChangedno first choiceDFIN ActiveDisclosureWorkivanothing named
Two alternatives
RERegnology ESEF, WorkivaFour alternatives
Certent Disclosure Management, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill BridgeQwen 3.7 FlashWorkivaWorkivaHeldWorkivaCertent, IRIS CARBONagainst: WorkivaCertent, DFIN ActiveDisclosureagainst: Workivanothing named
Four alternatives
Certent, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill BridgeTwo alternatives
ActiveDisclosure, CertentFour alternatives
Certent Disclosure Management, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill BridgeTwo alternatives
IRIS CARBON, Toppan MerrillKimi K2Certent Disclosure Management, DFIN ActiveDisclosureagainst: WorkivaCertent Disclosure ManagementChangedagainst: FloQastWorkivaCertent Disclosure Management, IRIS CARBONno first choiceagainst: EDGAR System
Three alternatives
DFIN ActiveDisclosure, IRIS CARBON, WorkivaFour alternatives
Certent Disclosure Management, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill BridgeThree alternatives
EDGARsuite, Federal Filings, FinPressThree alternatives
Certent, DFIN ActiveDisclosure, IRIS CARBONGLM 4.7 FlashXCertent Disclosure Management, DFIN ActiveDisclosureCertent Disclosure Management, DFIN ActiveDisclosureHeldWorkivaCertent Disclosure Management, IRIS CARBONagainst: Workivano first choiceagainst: Workivaagainst: DFIN ActiveDisclosure, EDGAR, Workiva
Four alternatives
DataTracks DART, FilePoint, IDL Publisher, WorkivaFour alternatives
Broadridge Transform, RDG Filings ThunderDome®, Toppan Merrill Bridge, WorkivaThree alternatives
Certent Disclosure Management, DFIN ActiveDisclosure, Toppan Merrill BridgeFour alternatives
ACII, DFIN ActiveDisclosure, EDGARsuite, Edgar ServicesFour alternatives
ActiveDisclosure, Certent Disclosure Management, IRIS CARBON, Toppan Merrill BridgeMiniMax M2.5WorkivaWorkivaHeldWorkivaIRIS CARBONagainst: WorkivaWorkivaagainst: EDGAR
Four alternatives
ActiveDisclosure, Certent, DFIN ActiveDisclosure, RDG FilingsTwo alternatives
Certent Disclosure Management, DFIN ActiveDisclosureFive alternatives
CCH Tagetik, Certent Disclosure Management, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill BridgeThree alternatives
BamSEC, Certent Disclosure Management, House BlendTwo alternatives
DFIN ActiveDisclosure, Toppan Merrill BridgeGPT-6 LunaDFIN ActiveDisclosureDFIN ActiveDisclosureHeldWorkivaDFIN ActiveDisclosureagainst: TakePublicno first choicenothing named
Two alternatives
Toppan Merrill Bridge, WorkivaThree alternatives
Certent Disclosure Management, Toppan Merrill Bridge, WorkivaFive alternatives
Broadridge issuer reporting services, Certent Disclosure Management, DFIN ActiveDisclosure, Novaworks GoFiler, Toppan Merrill BridgeTwo alternatives
DataTracks, WorkivaMuse Glimmer 30BCertent Disclosure ManagementCertent Disclosure ManagementHeldWorkivaCertent Disclosure Management, IRIS CARBONagainst: Workivano first choiceagainst: Workivanothing named
Two alternatives
DFIN ActiveDisclosure, WorkivaTwo alternatives
DFIN ActiveDisclosure, WorkivaFive alternatives
Broadridge Transform, Certent Disclosure Management, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill BridgeThree alternatives
DFIN ActiveDisclosure, EDGARsuite, Toppan MerrillFour alternatives
Certent Disclosure Management, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill BridgeBold 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 22:30 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:44 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:57 | yes | 17 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 23:24 | yes | 16 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:53 | yes | 19 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:45 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:12 | yes | 17 | 43 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:24 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:46 | yes | 8 | 41 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:18 | yes | 17 | 22 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:25 | yes | 23 | 47 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:12 | yes | 10 | 23 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:00 | yes | 4 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:45 | yes | 12 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:20 | yes | 15 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:15 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:00 | yes | 10 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 23:03 | yes | 14 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:26 | yes | 19 | 12 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:51 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:11 | yes | 19 | 36 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:40 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:49 | yes | 5 | 15 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:06 | yes | 18 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:20 | yes | 21 | 120 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:26 | yes | 10 | 16 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:14 | yes | 4 | 18 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:59 | yes | 14 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:20 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:21 | yes | 2 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:29 | yes | 12 | 27 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 22:29 | yes | 14 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:05 | yes | 14 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:59 | yes | 10 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:40 | yes | 21 | 46 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:19 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:17 | yes | 10 | 27 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:12 | yes | 14 | 37 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:32 | yes | 21 | 147 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:24 | yes | 10 | 29 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:32 | yes | 7 | 24 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:32 | yes | 23 | 36 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:48 | yes | 15 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:47 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:51 | yes | 17 | 28 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 22:48 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:06 | yes | 19 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:47 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:00 | yes | 17 | 32 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:16 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:17 | yes | 8 | 24 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:42 | yes | 13 | 15 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:42 | yes | 19 | 42 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:23 | yes | 7 | 21 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:06 | yes | 4 | 27 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:50 | yes | 12 | 18 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:04 | yes | 18 | 9 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:20 | yes | 2 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:36 | yes | 10 | 28 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:13 | yes | 10 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:18 | yes | 18 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:20 | no | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:55 | yes | 22 | 62 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:23 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:16 | yes | 9 | 33 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:50 | yes | 14 | 20 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:01 | yes | 22 | 159 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:08 | yes | 9 | 16 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:03 | yes | 3 | 26 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:33 | yes | 13 | 28 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:24 | yes | 18 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:54 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:29 | yes | 11 | 30 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:52 | yes | 16 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:52 | yes | 22 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:18 | yes | 10 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:13 | yes | 24 | 33 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:17 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:48 | no | 0 | 34 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:59 | yes | 25 | 22 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:22 | yes | 22 | 27 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:47 | yes | 18 | 23 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:02 | yes | 4 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:12 | yes | 23 | 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
DFIN read as DFIN ActiveDisclosure
DFIN (ActiveDisclosure) read as DFIN ActiveDisclosure
DFIN (Donnelley Financial Solutions) ActiveDisclosure read as DFIN ActiveDisclosure
DFIN (Financial and Risk Management Solutions) read as DFIN ActiveDisclosure
DFIN's ActiveDisclosure read as DFIN ActiveDisclosure
Unresolved, counted raw
ArcSuite
Arelle software
BamSEC
Broadridge issuer reporting services
Calcbench / XBRL US tools
DIBS Global
DataTracks DART
Donnelley Financial's Venue
EDGAR System (SEC's Official Platform)
Envestnet Dayforce
House Blend
Houseblend Bridge
Naehas Disclosure Management
Novaworks (GoFiler)
Ontra
SEC EDGAR Filing Services (edgar-services.com)
TakePublic
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