Managed file transfer for small business buyers
Asked as “managed file transfer solution”, and as “secure SFTP server for business file exchange”, on behalf of a small B2B company. 51 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
57%
Files.comClear leader
57Files.com08CData Arc08Couchdrop27others
57% of first choices, clear leader.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the eight 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.
For buyers
Head to head
All twenty-eight head-to-head pages: the top eight products, each against each
Files.com vs Diplomat MFTFiles.com vs GoAnywhere MFTFiles.com vs Fortra GoAnywhere MFTFiles.com vs CouchdropProgress MOVEit Transfer vs Cerberus FTP ServerProgress MOVEit Transfer vs Cleo Integration CloudProgress MOVEit Transfer vs Diplomat MFTProgress MOVEit Transfer vs GoAnywhere MFTProgress MOVEit Transfer vs Fortra GoAnywhere MFTProgress MOVEit Transfer vs CouchdropCerberus FTP Server vs Cleo Integration CloudCerberus FTP Server vs Diplomat MFTCerberus FTP Server vs GoAnywhere MFTCerberus FTP Server vs Fortra GoAnywhere MFTCerberus FTP Server vs CouchdropCleo Integration Cloud vs Diplomat MFTCleo Integration Cloud vs GoAnywhere MFTCleo Integration Cloud vs Fortra GoAnywhere MFTCleo Integration Cloud vs CouchdropDiplomat MFT vs GoAnywhere MFTDiplomat MFT vs Fortra GoAnywhere MFTDiplomat MFT vs CouchdropGoAnywhere MFT vs Fortra GoAnywhere MFTGoAnywhere MFT vs CouchdropFortra GoAnywhere MFT vs Couchdrop
One product takes 57% of first choices here, so the chart would put twelve 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. Five products carry a negative rate above 25% in this category.
What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 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.
Axway SecureTransport62%
8 of 13 labels negative · 8 of 14 models · 2 hard negative
“Enterprise Legacy Giants (e.g., IBM Sterling, Axway, Fortra GoAnywhere, MOVEit): ... vastly over-engineered for a 30-person company.” Gemini 3.5 Flash, scale prompt
Progress MOVEit Transfer67%
8 of 12 labels negative · 6 of 14 models · 4 hard negative
“you want to avoid massive enterprise Managed File Transfer (MFT) suites like IBM Sterling, Progress MOVEit, or Fortra’s GoAnywhere” Gemini 3.5 Flash, budget prompt
GoAnywhere MFT22%
7 of 32 labels negative · 6 of 14 models · 1 hard negative
“Exploited in 2023 (CVE-2023-0669) by the Cl0p group, impacting roughly 130 victims in just ten days” MiniMax M2.5, negative prompt
Fortra GoAnywhere MFT80%
8 of 10 labels negative · 5 of 14 models · 3 hard negative
“Enterprise Legacy Giants (e.g., IBM Sterling, Axway, Fortra GoAnywhere, MOVEit): ... vastly over-engineered for a 30-person company.” Gemini 3.5 Flash, scale 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
78 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. 1077 links across 146 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 · G251 answers · 112 citations · 13 models
vendor site · SFTP To Go41 answers · 56 citations · 12 models
39 answers · 44 citations · 10 models
vendor site · G232 answers · 32 citations · 12 models
vendor site · Files.com31 answers · 57 citations · 13 models
31 answers · 41 citations · 11 models
25 answers · 28 citations · 12 models
22 answers · 22 citations · 8 models
22 answers · 22 citations · 12 models
vendor site · Kiteworks21 answers · 47 citations · 10 models
20 answers · 23 citations · 11 models
vendor site · SourceForge19 answers · 24 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.
38 answers · 12 models
34 answers · 11 models
32 answers · 12 models
31 answers · 10 models
21 answers · 8 models
21 answers · 11 models
21 answers · 12 models
18 answers · 7 models
18 answers · 11 models
15 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 managed file transfer solution”, “managed file transfer solution”, “managed file transfer solutions”. 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 |
|---|---|---|---|---|---|---|---|---|
| Files.com files.com | 57% | 121 | 880 | 79 | 61,282 | $21 | 33 | |
| Couchdrop couchdrop.io | 8% | 31 | 880 | 9 | 2,829 | $272 | 45 | 8 |
| CData Arc cdata.com | 8% | 19 | 90 | 0 | 19,412 | 120 | 9 | |
| SFTPGo sftpgo.com | 6% | 18 | 1,300 | 11 | 800 | |||
| SFTP To Go sftptogo.com | 4% | 30 | 260 | 19 | 3,879 | 26 | ||
| AWS parent site AWS Transfer Family 4% | 4% | 43 | 368,000 | 114,001 | ||||
| Diplomat MFT Basic Edition | 4% | |||||||
| GoAnywhere MFT goanywhere.com | 2% | 87 | 720 | 45 | 30,833 | 43 | 4 | |
| Diplomat MFT | 2% | 30 | 0 | |||||
| CrushFTP crushftp.com | 2% | 10 | 880 | 9 | 390 |
Google's top ten for the three searches hold 21 sites; 3 of them are among the sites the models cited here (comparitech.com, g2.com, kiteworks.com). The first result for “best managed file transfer solution” is softwarereviews.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 managed file transfer solution for a small B2B company?”Paraphrase“Which secure SFTP server for business file exchange would you recommend to a small business that sells to other businesses?”Comparative“What are the top managed file transfer solutions for a small team and how do they differ?”Budget-constrained“What is the best managed file transfer solution for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a managed file transfer solution. What should we look at?”Negative“Which managed file transfer solutions should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceagainst: NextcloudCouchdrop, Files.comChangedFiles.comFiles.comagainst: GoAnywhere MFT, MOVEitno first choiceagainst: IBM Aspera
Three alternatives
ExaVault, FileZilla Server, Porta SFTP ServerFive alternatives
Cerberus FTP Server, Diplomat MFT, ExaVault, SFTP To Go, Serv-UThree alternatives
Couchdrop, SFTPGo, SolarWinds Serv-U MFTGPT-5.4 miniFiles.comAWS Transfer FamilyChangedagainst: Fortra Globalscape EFTFiles.comagainst: MOVEitAWS Transfer Family, GoAnywhere MFTagainst: Axway MFT, Progress MOVEit Transferno first choicenothing named
Two alternatives
AWS Transfer Family, GoAnywhere MFTOne alternative
SFTP To GoOne alternative
AWS Transfer FamilyGemini 3.5 FlashCouchdropagainst: Fortra GoAnywhere MFT, Globalscape EFT, Progress MOVEit TransferCouchdropHeldCouchdropCrushFTPagainst: Fortra GoAnywhere MFT, IBM Sterling Secure File Transfer, Progress MOVEit TransferFiles.comagainst: AWS Transfer Family, Axway SecureTransport, Fortra GoAnywhere MFT, IBM Sterling Secure File Transfer, MOVEitagainst: Axway MFT, Box, Broadcom (CA Technologies) MFT, Cleo MFT, Dropbox, Fortra GoAnywhere MFT, Google Drive, IBM Sterling File Gateway, Progress MOVEit Transfer, WeTransfer, vsftpd
Three alternatives
Files.com, SFTP To Go, SFTPGoThree alternatives
Files.com, SFTP To Go, SFTPCloud.ioFour alternatives
Cerberus FTP Server, Diplomat MFT, Files.com, SFTP To GoThree alternatives
Couchdrop, FileZilla Pro Enterprise Server, SFTPGoThree alternatives
Couchdrop, SFTP To Go, ShareFilePerplexity SonarFiles.comagainst: GoAnywhere MFTFiles.comHeldFiles.comagainst: Axway Managed File TransferFiles.comagainst: GoAnywhere MFTno first choiceagainst: Axway SecureTransport
Two alternatives
Cleo Integration Cloud, ExaVaultTwo alternatives
SFTP To Go, SFTPGoFour alternatives
AWS Transfer Family, GoAnywhere MFT, MASV, SFTP To GoOne alternative
TresoritGrok 4.1 FastFiles.comSFTPCloudChangedagainst: Files.comFiles.com, MOVEitagainst: Globalscape EFTFiles.comagainst: GoAnywhere MFT, MOVEitFiles.comagainst: AWS Transfer Family, Axway SecureTransport, Fortra GoAnywhere MFT, IBM Sterling File Gateway, Progress MOVEit Transfer
Three alternatives
Cerberus FTP Server, ExaVault, MFT GatewayTwo alternatives
Couchdrop, ExaVaultTwo alternatives
Cerberus FTP Server, GoAnywhere MFTThree alternatives
Cerberus FTP Server, MASV, SolarWinds Serv-U MFTThree alternatives
Cerberus FTP Server, Cleo Integration Cloud, GoAnywhere MFTMistral SmallCData Arc, Files.comFiles.comChangedFiles.comDiplomat MFT Basic Edition, Files.comno first choiceagainst: Dropbox, Google Drive
Two alternatives
Cleo Integration Cloud, IBM AsperaFour alternatives
Axway SecureTransport, CrushFTP, GoAnywhere MFT, MASVTwo alternatives
Cerberus FTP Server, MASVDeepSeek V4 FlashFiles.comSFTP To GoChangedMASVagainst: Axway SecureTransportFiles.comagainst: AWS Transfer Family, FileZilla Serverno first choiceagainst: AWS Transfer Family, Axway Managed File Transfer, Cleo Integration Cloud, Globalscape EFT, IBM Sterling B2B Integrator, Progress MOVEit Transfer, Seeburger
Four alternatives
CData Arc, GoAnywhere MFT, MASV, SFTP To GoThree alternatives
Bridglet, Files.com, Titan SFTP ServerFour alternatives
Cerberus FTP Server, Files.com, GoAnywhere MFT, JSCAPE MFT ServerTwo alternatives
GoAnywhere MFT, MASVOne alternative
JSCAPE MFT ServerLlama 4 MaverickCData Arcno first choiceChangedno first choiceFiles.comno first choicenothing named
Two alternatives
ExaVault, IBM AsperaThree alternatives
Fortra Globalscape EFT, IBM Aspera, JSCAPE MFT ServerQwen 3.7 FlashFiles.comCouchdrop, Files.comChangedSFTP.comagainst: Dropbox, Google DriveFiles.comagainst: FileZilla Serverno first choiceagainst: IBM Asperaagainst: AWS Transfer Family, Axway SecureTransport, Files.com, Fortra, GoAnywhere MFT, IBM Aspera
Two alternatives
Cerberus FTP Server, MASVOne alternative
ExaVaultThree alternatives
Files.com, GoAnywhere MFT, SendAnywhereTwo alternatives
ExaVault, NordLockerSeven alternatives
Cerberus FTP Server, Files.com, GoAnywhere MFT, MASV, MOVEit, Nextcloud, WeTransferKimi K2CData ArcFiles.comChangedFiles.comDiplomat MFT Basic EditionFiles.comagainst: AWS Transfer Family, Axway SecureTransport, Fortra GoAnywhere MFT, IBM Sterling File Gateway / B2B Integrator, Progress MOVEit Transfer
Two alternatives
Globalscape EFT, GoAnywhere MFTTwo alternatives
MOVEit Transfer, Titan SFTP ServerFour alternatives
Cerberus FTP Server, Diplomat MFT, GoAnywhere MFT, MASVThree alternatives
Cerberus FTP Server, Files.com, MFT GatewayFour alternatives
Diplomat MFT, GoAnywhere MFT, Kiteworks MFT, MOVEitGLM 4.7 FlashXFiles.comSFTPGoChangedFiles.comDiplomat MFT, Files.comno first choiceagainst: Cleo MFT, CrushFTP, Dropbox, GoAnywhere MFT, Google Drive, MOVEit Automation, MetaDefender MFT, Wing FTP
Three alternatives
AWS Transfer Family, Fortra GoAnywhere MFT, SolarWinds Serv-U MFTTwo alternatives
Cerberus FTP Server, SFTP To GoThree alternatives
GoAnywhere MFT, JSCAPE MFT Server, ShareFileThree alternatives
FileZilla, JSCAPE MFT Server, WinSCPMiniMax M2.5CData Arc, Files.comagainst: IBM webMethods B2BSFTP To GoChangedFiles.comFiles.comno first choiceagainst: Axway SecureTransport, ExaVault, GoAnywhere MFT, IBM Aspera, JSCAPE MFT Server, MASV, MOVEit, Oracle Managed File Transfer, ShareFile, Titan
Two alternatives
Cerberus FTP Server, MASVFive alternatives
AWS Transfer Family, CrushFTP, Files.com, MOVEit Transfer, Titan MFT ServerThree alternatives
AWS Transfer Family, GoAnywhere MFT, Progress MOVEit TransferThree alternatives
Cerberus FTP, GoAnywhere MFT, WinSCPGPT-6 LunaFiles.comFiles.comHeldCouchdrop, Files.comSFTPGono first choiceagainst: Accellion FTA, Cleo Harmony/VLTrader/LexiCom, Fortra GoAnywhere MFT, Kiteworks MFT, Progress MOVEit Transfer
Two alternatives
GoAnywhere MFT, MOVEitOne alternative
SFTPCloudThree alternatives
Cerberus FTP Server, Fortra GoAnywhere MFT, Progress MOVEit TransferOne alternative
ExaVaultMuse Glimmer 30BFiles.comagainst: JSCAPE MFT ServerFiles.com, Titan MFT ServerChangedFiles.com, ThruSFTPGono first choiceagainst: Axway SecureTransport, Fortra GoAnywhere MFT
Four alternatives
CData Arc, Cleo Integration Cloud, Globalscape EFT, SFTP To GoThree alternatives
Cerberus FTP Server, Couchdrop, MOVEit TransferFour alternatives
Coviant, Globalscape EFT, JSCAPE MFT Server, MOVEitFive alternatives
CData Arc, Cerberus FTP Server, Files.com, GoAnywhere MFT, MendelsonBold 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 | 2026-10-05 00:15 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:04 | yes | 3 | 8 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:47 | yes | 22 | 27 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 01:39 | yes | 15 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:47 | yes | 23 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:24 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:33 | yes | 24 | 55 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:12 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:13 | yes | 13 | 40 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:18 | yes | 12 | 34 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:38 | yes | 18 | 31 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:47 | yes | 12 | 24 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:56 | yes | 3 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:40 | yes | 15 | 16 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:29 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:22 | yes | 2 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:44 | yes | 19 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 01:05 | yes | 19 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:09 | yes | 20 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:50 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:18 | yes | 22 | 30 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:31 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:16 | yes | 8 | 18 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:14 | yes | 19 | 22 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:21 | yes | 23 | 37 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:47 | yes | 20 | 120 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:17 | yes | 3 | 21 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:25 | yes | 13 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:21 | yes | 10 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:20 | yes | 5 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:23 | yes | 13 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 23:17 | yes | 16 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:20 | yes | 18 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:12 | yes | 11 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:24 | yes | 23 | 56 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:35 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:57 | no | 0 | 29 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:29 | yes | 15 | 23 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:34 | yes | 22 | 166 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:20 | yes | 12 | 17 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:28 | yes | 5 | 25 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:06 | yes | 25 | 39 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:56 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:50 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:59 | yes | 27 | 31 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 22:41 | yes | 15 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:48 | yes | 23 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:39 | yes | 8 | 6 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:34 | yes | 25 | 36 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:41 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:09 | yes | 8 | 39 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:23 | yes | 19 | 24 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:05 | yes | 23 | 57 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:14 | yes | 5 | 9 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:34 | yes | 3 | 21 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:30 | yes | 15 | 23 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:54 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:09 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:55 | yes | 21 | 30 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 23:32 | yes | 19 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:41 | yes | 15 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:33 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:26 | yes | 8 | 36 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:59 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:14 | yes | 5 | 20 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:14 | yes | 22 | 36 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:35 | yes | 9 | 73 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:04 | no | 0 | 14 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:46 | yes | 3 | 16 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:00 | yes | 13 | 18 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:23 | yes | 17 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:04 | yes | 6 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:04 | yes | 17 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 01:51 | yes | 18 | 2 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:41 | yes | 21 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:37 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:19 | yes | 24 | 38 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:23 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:52 | yes | 21 | 58 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:56 | yes | 23 | 25 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:29 | yes | 24 | 22 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:23 | yes | 23 | 34 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:59 | yes | 5 | 26 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:56 | yes | 22 | 33 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
Axway read as Axway SecureTransport
Cleo read as Cleo Integration Cloud
Fortra GoAnywhere read as Fortra GoAnywhere MFT
Fortra's GoAnywhere read as Fortra GoAnywhere MFT
Fortra’s GoAnywhere read as Fortra GoAnywhere MFT
Globalscape read as Globalscape EFT
Globalscape (Accellion) read as Globalscape EFT
Globalscape EFT - Enhanced File Transfer read as Globalscape EFT
Globalscape EFT / Enhanced File Transfer read as Globalscape EFT
GoAnywhere read as GoAnywhere MFT
GoAnywhere (by Progress) read as GoAnywhere MFT
IBM Aspera Managed File Transfer read as IBM Aspera
IBM Aspera Managed File Transfer (MFT) read as IBM Aspera
IBM Sterling read as IBM Sterling Secure File Transfer
JSCAPE read as JSCAPE MFT Server
JSCAPE MFT (by Redwood) read as JSCAPE MFT Server
Jscape read as JSCAPE MFT Server
Kiteworks read as Kiteworks MFT
Progress MOVEit read as Progress MOVEit Transfer
Progress MOVEit Cloud read as Progress MOVEit Transfer
SolarWinds Serv-U read as SolarWinds Serv-U MFT
Unresolved, counted raw
Aspose
Bridglet
Broadcom (CA Technologies) MFT
Cloudmersive
Coviant
HelpSystems
IBM Sterling Secure File / IBM Sterling
Ipswitch MOVEit
MOVEit Automation (Progress Software)
Maytech Quatrix
Mendelson
MetaDefender MFT
NordLocker
OpenSSH's `sftp-server`
Porta SFTP Server
ProjectSend
SFTP.com
SFTPCloud.io
SendAnywhere
Serv-U
Serv-U MFT (SolarWinds)
SmartFTP
SolarWinds Free SFTP Server
Thru Inc.
Titan
pCloud Sync
Discontinued, still offered
No shut-down product was recommended here.