Email signature management for small business buyers
Asked as “email signature management tool”, and as “centralized company email signature software”, on behalf of a small B2B company. 57 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
26%
Contested · WiseStamp 21%
26Exclaimer21WiseStamp11Signitic42others
26% 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 small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
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-one head-to-head pages: the top seven products, each against each
Exclaimer vs SyncSignatureExclaimer vs NewoldstampExclaimer vs MySignatureWiseStamp vs SigniticWiseStamp vs CodeTwo Email Signatures 365WiseStamp vs SyncSignatureWiseStamp vs NewoldstampWiseStamp vs MySignatureSignitic vs CodeTwo Email Signatures 365Signitic vs SyncSignatureSignitic vs NewoldstampSignitic vs MySignatureCodeTwo Email Signatures 365 vs SyncSignatureCodeTwo Email Signatures 365 vs NewoldstampCodeTwo Email Signatures 365 vs MySignatureSyncSignature vs NewoldstampSyncSignature vs MySignatureNewoldstamp vs MySignature
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
06
07
08
09Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Exclaimer26%
Exclaimer26%02WiseStamp21%
WiseStamp21%03Signitic11%
Signitic11%04SyncSignature11%
SyncSignature11%05Newoldstamp7%
Newoldstamp7%06CodeTwo Email Signatures 3655%
CodeTwo Email Signatures 3655%07MySignature4%
MySignature4%08Bybrand2%
Bybrand2%09Rocketseed2%
Rocketseed2%What they warned about
Three 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, 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.
Exclaimer32%
18 of 57 labels negative · 11 of 14 models · 4 hard negative
“The tools to *avoid* are the ones that treat your small business like a miniature enterprise (Exclaimer/CodeTwo enterprise plans)” DeepSeek V4 Flash, negative prompt
CodeTwo Email Signatures 36520%
8 of 41 labels negative · 5 of 14 models · 1 hard negative
“skip these until you grow... (Exclaimer/CodeTwo enterprise plans)” DeepSeek V4 Flash, negative prompt
Newoldstamp11%
4 of 35 labels negative · 4 of 14 models · 1 hard negative
“Small businesses should **avoid**: Free generators for team use, tools with opaque security practices” Kimi K2, negative prompt
WiseStamp7%
4 of 60 labels negative · 4 of 14 models
“a more polished but generally pricier option unless you specifically want its broader feature set” Perplexity Sonar, budget 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. 976 links across 109 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 · WiseStamp62 answers · 153 citations · 14 models
vendor site · Newoldstamp49 answers · 54 citations · 13 models
vendor site · Mailbutler44 answers · 47 citations · 12 models
43 answers · 43 citations · 11 models
vendor site · Guideflow42 answers · 42 citations · 12 models
vendor site · SyncSignature37 answers · 75 citations · 12 models
vendor site · Signitic35 answers · 48 citations · 11 models
vendor site · Exclaimer28 answers · 51 citations · 11 models
28 answers · 43 citations · 12 models
22 answers · 22 citations · 10 models
vendor site · Capterra21 answers · 34 citations · 10 models
vendor site · Capterra20 answers · 20 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.
48 answers · 12 models
44 answers · 12 models
43 answers · 11 models
41 answers · 11 models
40 answers · 11 models
33 answers · 11 models
22 answers · 10 models
21 answers · 10 models
20 answers · 9 models
19 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 email signature management tool”, “email signature management tool”. 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 |
|---|---|---|---|---|---|---|---|
| Exclaimer exclaimer.com | 26% | 182 | 5,400 | 548 | 46,313 | 68 | 1 |
| WiseStamp wisestamp.com | 21% | 159 | 9,900 | 121 | 260,938 | 120 | 1 |
| Signitic signitic.com | 11% | 60 | 90 | 2 | 48,250 | ||
| SyncSignature syncsignature.com | 11% | 49 | 140 | 0 | 3,624 | ||
| Newoldstamp newoldstamp.com | 7% | 64 | 480 | 0 | 30,419 | 11 | 9 |
| CodeTwo Email Signatures 365 codetwo.com | 5% | 150 | 390 | 9 | 20,463 | 120 | 5 |
| MySignature mysignature.io MySignature 4%, Signature.email 2% | 5% | 51 | 1,600 | 0 | 59,004 | 2 | |
| Bybrand bybrand.io | 2% | 22 | 390 | 2 | 4,727 | 9 | |
| Rocketseed rocketseed.com | 2% | 29 | 390 | 1 | 35,331 | 7 | |
| HubSpot parent site HubSpot Email Signature Generator 2% | 2% | 16 | 368,000 | 9,776 |
Google's top ten for the two searches hold 10 sites; 5 of them are among the sites the models cited here (exclaimer.com, g2.com, newoldstamp.com, thecmo.com, wisestamp.com). The first result for “best email signature management tool” is wisestamp.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 email signature management tool for a small B2B company?”Paraphrase“Which centralized company email signature software would you recommend to a small business that sells to other businesses?”Comparative“What are the top email signature management tools for a small team and how do they differ?”Budget-constrained“What is the best email signature management tool for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an email signature management tool. What should we look at?”Negative“Which email signature management tools should a small business avoid or be cautious about?”
Claude Haiku 4.5NewoldstampCodeTwo Email Signatures 365, LetsignitChangedWiseStampSyncSignatureno first choicenothing named
Three alternatives
CodeTwo Email Signatures 365, Sigsync, WiseStampTwo alternatives
Rocketseed, SigniticThree alternatives
MySignature, Newoldstamp, SyncSignatureFour alternatives
BulkSignature, Bybrand, Signitic, WiseStampGPT-5.4 miniExclaimerExclaimerHeldExclaimeragainst: OpensenseWiseStampagainst: CodeTwo Email Signatures 365, Exclaimerno first choicenothing named
One alternative
WiseStampOne alternative
RocketseedTwo alternatives
MySignature, RocketseedTwo alternatives
Bybrand, MySignatureGemini 3.5 FlashNewoldstampScribe MailChangedSyncSignatureagainst: CodeTwo Email Signatures 365, ExclaimerSignature.emailagainst: CodeTwo Email Signatures 365, ExclaimerExclaimeragainst: CodeTwo Email Signatures 365, Exclaimer, HubSpot's Free Signature Generator, MySignature
Four alternatives
Bybrand, CodeTwo Email Signatures 365, MySignature, WiseStamp for TeamsThree alternatives
CodeTwo Email Signatures 365, Newoldstamp, WiseStampFour alternatives
Bybrand, MySignature, Newoldstamp, WiseStampThree alternatives
Bybrand, HubSpot Email Signature Generator, SyncSignatureThree alternatives
CodeTwo Email Signatures 365, SignatureSatori, WiseStampPerplexity SonarWiseStampWiseStampHeldMySignature, Signiticagainst: ExclaimerSyncSignatureagainst: WiseStampno first choiceagainst: Built-in Outlook / Gmail signature settings
Four alternatives
CodeTwo Email Signatures 365, Exclaimer, Letsignit, MySignatureThree alternatives
Bybrand, CodeTwo Email Signatures 365, NewoldstampTwo alternatives
Newoldstamp, WiseStampTwo alternatives
BulkSignature, NewoldstampGrok 4.1 FastWiseStampagainst: ExclaimerExclaimerChangedMySignature, WiseStampMySignatureno first choiceagainst: Gmail scripts, Outlook rulesagainst: Blinq, CodeTwo Email Signatures 365, Crossware Mail Signature, Exclaimer, Letsignit
Two alternatives
MySignature, NewoldstampTwo alternatives
CodeTwo Email Signatures 365, WiseStampThree alternatives
CodeTwo Email Signatures 365, Exclaimer, NewoldstampFive alternatives
BulkSignature, HubSpot Generator, Newoldstamp, Signitic, WiseStampMistral SmallExclaimerSignivo, WiseStampChangedBybrand, MySignature, SyncSignatureagainst: ExclaimerBybrand, Signiticno first choiceagainst: BulkSignature, Bybrand, MySignature, Newoldstamp, Signitic
Two alternatives
MySignature, WiseStampTwo alternatives
BrandMail, SigsyncTwo alternatives
Signitic, WiseStampDeepSeek V4 FlashWiseStampCodeTwo Email Signatures 365ChangedWiseStampSigniticagainst: Exclaimer, LetsignitExclaimer, SyncSignature, WiseStampagainst: CodeTwo Email Signatures 365, Exclaimer, Newoldstamp
Four alternatives
Exclaimer, MySignature, Newoldstamp, SigniticThree alternatives
Bybrand, Exclaimer, WiseStampFour alternatives
Exclaimer, Newoldstamp, Signitic, SyncSignatureTwo alternatives
CodeTwo Email Signatures 365, WiseStampLlama 4 MaverickExclaimerWiseStampChangedMySignatureSigniticno first choiceagainst: Scribe
Two alternatives
MySignature, WiseStampThree alternatives
Signitic, Signivo, SigsyncFour alternatives
Bybrand, Exclaimer, Signitic, WiseStampFour alternatives
CodeTwo Email Signatures 365, Drift, HubSpot Email Signature Generator, WiseStampQwen 3.7 FlashExclaimerNewoldstampChangedNewoldstamp, WiseStampHTML Signature Creatoragainst: CodeTwo Email SignaturesExclaimeragainst: Exclaimer, Newoldstamp, WiseStamp
Two alternatives
Signitic, WiseStampTwo alternatives
Sigsync, Text Expander / TextExpanderThree alternatives
CodeTwo Email Signatures 365, MySignature, RocketseedTwo alternatives
SigSig, SignumTwo alternatives
CodeTwo Email Signatures 365, MySignatureKimi K2MySignatureagainst: ExclaimerWiseStampChangedSyncSignatureagainst: ExclaimerBulkSignature, HubSpot Email Signature GeneratorCodeTwo Email Signatures 365against: Exclaimer, HubSpot's generator, MySignature, Newoldstamp, WiseStamp
Four alternatives
Newoldstamp, Signature.email, SyncSignature, WiseStampTwo alternatives
Exclaimer, RocketseedFour alternatives
CodeTwo Email Signatures 365, HubSpot Email Signature Generator, MySignature, WiseStampFour alternatives
CodeTwo Email Signatures 365, MySignature, Signature.email, WiseStampFour alternatives
Exclaimer, New Old Stamp, SyncSignature, WiseStampGLM 4.7 FlashXSyncSignatureRocketseedChangedSyncSignature, WiseStampagainst: ExclaimerSigniticagainst: Mailbutlerno first choicenothing named
Three alternatives
CodeTwo Email Signatures 365, MySignature, WiseStampFour alternatives
Exclaimer, Signitic, SyncSignature, WiseStampFour alternatives
CodeTwo Email Signatures 365, Letsignit, MySignature, NewoldstampOne alternative
CodeTwo Email Signatures 365MiniMax M2.5Exclaimer, WiseStampExclaimerChangedSigniticNewoldstampExclaimer, SyncSignaturenothing named
Two alternatives
MySignature, NewoldstampTwo alternatives
Signitic, WiseStampFour alternatives
MySignature, Newoldstamp, SyncSignature, WiseStampTwo alternatives
Exclaimer, WiseStampOne alternative
CodeTwo Email Signatures 365GPT-6 LunaExclaimerExclaimerHeldWiseStampagainst: CodeTwo Email Signatures 365, ExclaimerExclaimerno first choiceagainst: CodeTwo Email Signatures 365, Exclaimer, HubSpot Email Signature Generator
Two alternatives
CodeTwo Email Signatures 365, WiseStampOne alternative
CodeTwo Email Signatures 365Two alternatives
Bybrand, NewoldstampOne alternative
CodeTwo Email Signatures 365Muse Glimmer 30BWiseStampSignitic, WiseStampChangedExclaimer, WiseStampSignitic, SyncSignatureno first choiceagainst: Exclaimer, Letsignit, Rocketseed, WiseStamp
Three alternatives
Exclaimer, Newoldstamp, SigniticOne alternative
NewoldstampFour alternatives
BulkSignature, MySignature, Signitic, SyncSignatureOne alternative
WiseStampBold 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 00:31 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:20 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:28 | yes | 16 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 22:36 | yes | 17 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:43 | yes | 19 | 14 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:40 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:56 | yes | 22 | 39 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:27 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:39 | yes | 10 | 47 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:20 | yes | 14 | 26 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:28 | yes | 19 | 20 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:26 | yes | 5 | 16 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:34 | yes | 3 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:19 | yes | 14 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:58 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:38 | yes | 3 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:08 | yes | 10 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 23:31 | yes | 17 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:09 | yes | 21 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:10 | yes | 5 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:46 | yes | 22 | 37 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:39 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:16 | yes | 5 | 27 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:41 | yes | 13 | 19 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:40 | yes | 18 | 114 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:11 | yes | 9 | 20 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:09 | yes | 3 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:41 | yes | 15 | 14 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:28 | yes | 15 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:13 | yes | 5 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:14 | yes | 19 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 23:31 | yes | 20 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:53 | yes | 20 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:48 | yes | 7 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:56 | yes | 25 | 29 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:20 | yes | 5 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:23 | yes | 10 | 16 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:44 | yes | 15 | 21 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:22 | yes | 13 | 237 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:36 | yes | 24 | 35 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:16 | yes | 5 | 30 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:26 | yes | 14 | 30 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:09 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:02 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:31 | yes | 16 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:48 | yes | 19 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:11 | yes | 19 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:58 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:11 | yes | 23 | 30 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:14 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:28 | no | 0 | 21 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:36 | yes | 9 | 14 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:47 | yes | 20 | 29 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:33 | yes | 9 | 21 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:37 | yes | 2 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:14 | yes | 13 | 14 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:52 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:42 | no | 0 | 3 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:30 | no | 0 | 14 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:32 | yes | 18 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:26 | yes | 14 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:46 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:56 | yes | 17 | 34 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:49 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:55 | no | 0 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:15 | yes | 10 | 51 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:15 | yes | 15 | 46 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:06 | yes | 5 | 17 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:44 | yes | 1 | 15 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:31 | yes | 12 | 19 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:38 | yes | 18 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:48 | yes | 3 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:17 | yes | 16 | 29 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 23:23 | yes | 19 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:10 | yes | 20 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:40 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:04 | yes | 25 | 59 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:18 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:57 | yes | 24 | 42 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:34 | yes | 22 | 20 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:43 | yes | 22 | 64 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:37 | yes | 12 | 31 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:17 | yes | 3 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:29 | yes | 21 | 27 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
CodeTwo read as CodeTwo Email Signatures 365
HubSpot read as HubSpot Email Signature Generator
HubSpot's Free Email Signature Generator read as HubSpot Email Signature Generator
Unresolved, counted raw
Built-in Outlook / Gmail signature settings
CloudBees
Gmail scripts
HTML Signature Creator
HtmlSig
HubSpot Generator
HubSpot's Free Signature Generator
HubSpot's generator
Microsoft’s native options
New Old Stamp
Outlook rules
Salesforce
Scribe Mail
Set-OutlookSignatures PowerShell tool
SigSig
SignatureForEmail
Signite
Signix
Signum (by Gorilla Mail)
Text Expander / TextExpander
Discontinued, still offered
No shut-down product was recommended here.