AI SDR agents for enterprise buyers
Asked as “AI SDR agent”, and as “AI sales development tool that prospects and books meetings”, on behalf of an enterprise B2B company. 49 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
22%
Contested · 11x 16%
22Artisan Ava1611x08Outreach53others
22% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: 11x (17%) replaces Salesforce Agentforce SDR (15% then, 2% now), 14 points clear, past the 11-point floor.11x leads at 17%, replacing Salesforce Agentforce SDR, which led at 15% and stands at 2% now: 14 points clear, past the floor.
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.
Small business
Apollo.io32%Contested▲+10Since September 2026: 24% → 34%, +10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketApollo.io24%Contested▲+8Since September 2026: 20% → 27%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Enterprise
Artisan Ava22%Contested↗new leaderNew leader since September 2026: 11x (17%) replaces Salesforce Agentforce SDR (15% then, 2% now), 14 points clear, past the 11-point floor.This page
Apollo.io32%Contested▲+10Since September 2026: 24% → 34%, +10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketApollo.io24%Contested▲+8Since September 2026: 20% → 27%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseArtisan Ava22%Contested↗new leaderNew leader since September 2026: 11x (17%) replaces Salesforce Agentforce SDR (15% then, 2% now), 14 points clear, past the 11-point floor.This pageThe 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 rateLabelsQuadrantSince September 2026
01Artisan Ava22%20%40accepted challenger▲+8Since September 2026: 9% → 17%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 17%
Artisan Ava22%20%40accepted challenger▲+8Since September 2026: 9% → 17%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 17%02
11x16%31%42criticized challenger▲+1Since September 2026: 15% → 17%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.15% → 17%
11x16%31%42criticized challenger▲+1Since September 2026: 15% → 17%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.15% → 17%03
Outreach8%10%20accepted challenger▼−6Since September 2026: 15% → 10%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.15% → 10%
Outreach8%10%20accepted challenger▼−6Since September 2026: 15% → 10%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.15% → 10%04
Regie.ai6%9%32accepted challenger▲+5Since September 2026: 0% → 5%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 5%
Regie.ai6%9%32accepted challenger▲+5Since September 2026: 0% → 5%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 5%05
AiSDR6%17%23accepted challenger▼−8Since September 2026: 13% → 5%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.13% → 5%
AiSDR6%17%23accepted challenger▼−8Since September 2026: 13% → 5%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.13% → 5%06
Amplemarket Duo4%0%10accepted challenger=heldSince September 2026: 4% → 5%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 5%
Amplemarket Duo4%0%10accepted challenger=heldSince September 2026: 4% → 5%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 5%07
Reply.io Jason4%10%10accepted challenger▲+3Since September 2026: 2% → 5%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 5%
Reply.io Jason4%10%10accepted challenger▲+3Since September 2026: 2% → 5%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 5%08
Qualified Piper2%0%14accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%
Qualified Piper2%0%14accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%09
Salesforce Agentforce SDR2%18%17accepted challenger▼−13Since September 2026: 15% → 2%, −13 points. Past the 11-point floor: movement. Read over the models both editions asked.15% → 2%
Salesforce Agentforce SDR2%18%17accepted challenger▼−13Since September 2026: 15% → 2%, −13 points. Past the 11-point floor: movement. Read over the models both editions asked.15% → 2%10
Salesloft Rhythm2%0%11accepted challenger▼−6Since September 2026: 9% → 2%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 2%
Salesloft Rhythm2%0%11accepted challenger▼−6Since September 2026: 9% → 2%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 2%Show the one product at 0%, ordered by negative rate
11Apollo.io0%23%13accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Apollo.io0%23%13accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%The floor is 11 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.
All twenty-eight head-to-head pages: the top eight products, each against each
Apollo.io vs Amplemarket DuoApollo.io vs InstantlyApollo.io vs Agent FrankApollo.io vs Salesforge Agent FrankArtisan Ava vs AiSDRArtisan Ava vs Regie.aiArtisan Ava vs Amplemarket DuoArtisan Ava vs InstantlyArtisan Ava vs Agent FrankArtisan Ava vs Salesforge Agent FrankAiSDR vs Regie.aiAiSDR vs Amplemarket DuoAiSDR vs InstantlyAiSDR vs Agent FrankAiSDR vs Salesforge Agent FrankRegie.ai vs Amplemarket DuoRegie.ai vs InstantlyRegie.ai vs Agent FrankRegie.ai vs Salesforge Agent FrankAmplemarket Duo vs InstantlyAmplemarket Duo vs Agent FrankAmplemarket Duo vs Salesforge Agent FrankInstantly vs Agent FrankInstantly vs Salesforge Agent FrankAgent Frank vs Salesforge Agent Frank
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 →
0102030405060708091011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Artisan Ava22%
Artisan Ava22%0211x16%
11x16%03Outreach8%
Outreach8%04Regie.ai6%
Regie.ai6%05AiSDR6%
AiSDR6%06Amplemarket Duo4%
Amplemarket Duo4%07Reply.io Jason4%
Reply.io Jason4%08Qualified Piper2%
Qualified Piper2%09Salesforce Agentforce SDR2%
Salesforce Agentforce SDR2%10Salesloft Rhythm2%
Salesloft Rhythm2%11Apollo.io0%
Apollo.io0%What they warned about
One 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, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, 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.
11x31%
13 of 42 labels negative · 10 of 14 models · 9 hard negative
“Specific AI SDR Agents/Platforms to **Avoid or Be Highly Cautious About**: - **11x.ai (Alice)**: ... reports indicate 70-80% customer churn shortly after onboarding” Grok 4.1 Fast, negative prompt
Artisan Ava20%
8 of 40 labels negative · 8 of 14 models · 6 hard negative
“Artisan has output quality concerns, with a G2 rating of 3.8/5 which is the lowest among reviewed platforms” Claude Haiku 4.5, negative prompt
AiSDR17%
4 of 23 labels negative · 4 of 14 models · 3 hard negative
“Explicitly named in the avoid list above and in the autonomous-SDR group with high churn/compliance risk” Muse Glimmer 30B, negative prompt
Regie.ai9%
3 of 32 labels negative · 3 of 14 models
“Regie.ai's pricing has **seat minimums** and is primarily per-user, making it less predictable for thousands of users.” Kimi K2, 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
80 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. 1165 links across 311 sites, every framing counted. Ranked by the number of answers carrying the site or page. 6 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Artisan43 answers · 74 citations · 13 models
vendor site · Salesforge36 answers · 46 citations · 12 models
vendor site · 11x32 answers · 78 citations · 12 models
vendor site · ZoomInfo26 answers · 45 citations · 11 models
vendor site · Amplemarket24 answers · 29 citations · 10 models
22 answers · 34 citations · 8 models
vendor site · Salesmotion18 answers · 23 citations · 9 models
16 answers · 16 citations · 9 models
vendor site · Salesforce15 answers · 23 citations · 12 models
vendor site · Monday.com15 answers · 21 citations · 9 models
vendor site · AiSDR14 answers · 27 citations · 8 models
vendor site · Instantly13 answers · 15 citations · 7 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.
33 answers · 12 models
27 answers · 10 models
22 answers · 10 models
21 answers · 8 models
16 answers · 9 models
13 answers · 8 models
12 answers · 8 models
11 answers · 7 models
10 answers · 7 models
9 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 “ai sdr agent”, “best ai sdr agent”. 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 |
|---|---|---|---|---|---|---|---|---|
| Artisan Ava artisan.co | 22% | 132 | 170 | 6 | 49,821 | $266 | 6 | |
| 11x 11x.ai | 16% | 118 | 6,600 | 1,108 | 7,146 | $1,010 | 26 | |
| Outreach outreach.ai | 8% | 287 | 33,100 | 9,282 | 27,855 | $143 | 51 | |
| Regie.ai regie.ai | 6% | 60 | 590 | 0 | 1,988 | 0 | ||
| AiSDR aisdr.com | 6% | 112 | 880 | 3 | 8,418 | 0 | 5 | |
| ZoomInfo parent site ZoomInfo Copilot 4%, ZoomInfo GTM Workspace 2% | 6% | 18 | 135,000 | 1,810 | ||||
| Amplemarket Duo amplemarket.com | 4% | 25 | 20 | 0 | 12,067 | 8 | 7 | |
| Reply.io Jason reply.io | 4% | 37 | 0 | 36,886 | 20 | |||
| Salesforce parent site Salesforce Agentforce SDR 2%, Salesforce Sales Cloud 2% | 4% | 275 | 550,000 | 60,632 | ||||
| Qualified Piper qualified.com | 2% | 36 | 170 | 4 | 24,264 | $23 | 17 | 3 |
Google's top ten for the two searches hold 15 sites; 3 of them are among the sites the models cited here (aisdr.com, amplemarket.com, salesforge.ai). The first result for “ai sdr agent” is therankmasters.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 AI SDR agent for an enterprise B2B company?”Paraphrase“Which AI sales development tool that prospects and books meetings would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade AI SDR agents and how do they differ?”Budget-constrained“What is the best AI SDR agent 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 an AI SDR agent. What should we look at?”Negative“Which AI SDR agents should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Artisan AvaOutreachChangedArtisan AvaAiSDRno first choiceagainst: Artisan Ava
Three alternatives
11x, Amplemarket Duo, Qualified PiperTwo alternatives
11x, DriftThree alternatives
11x, Regie.ai, Salesforce Agentforce SDROne alternative
Regie.aiGPT-5.4 mini11xRoxChanged11x, Artisan AvaOutreachagainst: 27x.ai, ChaseLabs, Sellorano first choicenothing named
Three alternatives
Apollo.io, Artisan Ava, OutreachTwo alternatives
Nooks, Qualified PiperTwo alternatives
AiSDR, Regie.aiTwo alternatives
Piper, Qualified PiperGemini 3.5 Flash11x11xHeldArtisan Avaagainst: 11xSalesTools, Salesmotionagainst: 11x, Artisan Ava, HubSpot Prospecting Agent, Salesforce Agentforce SDRno first choicenothing named
Five alternatives
Amplemarket Duo, Artisan Ava, Clay, Qualified Piper, Regie.aiTwo alternatives
Clay, Regie.aiFour alternatives
Qualified Piper, Regie.ai, Rox, Salesforce Agentforce SDRTwo alternatives
AiSDR, Reply.io JasonPerplexity SonarArtisan AvaZoomInfo Copilot, ZoomInfo GTM WorkspaceChanged11x, Salesforce Agentforce SDRSalesforceagainst: 11x, Artisan Avano first choicenothing named
Four alternatives
11x, Apollo.io, Outreach, Salesloft RhythmFour alternatives
11x, Cognism, Outreach, Salesloft RhythmFive alternatives
Amplemarket Duo, Jazon, Outreach, Qualified Piper, Regie.aiOne alternative
Salesloft RhythmGrok 4.1 FastClaySalesforce Agentforce SDRChanged11x, Artisan Ava, Salesforce Agentforce SDROutreach, Salesloft Rhythmagainst: 11x, AiSDR, Apollo.io, Artisan Ava, Jason AI, Laxis, Reply.io Jason, Salesforge Agent Frankno first choiceagainst: 11x, Apollo.io, Drift, Outreach
Two alternatives
11x, Reply.io JasonFive alternatives
Apollo.io, GTM, Outreach, Salesloft Rhythm, ZoomInfo CopilotThree alternatives
AiSDR, Outreach Amplify, Regie.aiMistral SmallArtisan Ava, Regie.aiSalesforce Sales CloudChanged11x, LandbaseAmplemarket Duo, Reply.io Jasonagainst: Agent Frankno first choicenothing named
Two alternatives
Alice, AvaThree alternatives
Apollo.io, Regie.ai, ZoomInfo CopilotFour alternatives
Agent Frank, Apollo.io, Outreach, Salesforce Agentforce SDRDeepSeek V4 Flash11xArtisan AvaChangedSalesforce Agentforce SDRAmplemarket Duoagainst: 11x, AiSDR, Conversicano first choiceagainst: 11x, Artisan Ava
Two alternatives
Artisan Ava, Qualified PiperThree alternatives
11x, Outreach, Regie.aiFive alternatives
11x, AiSDR, Artisan Ava, Clay.ai, Salesforge Agent FrankTwo alternatives
Outreach, Salesloft RhythmLlama 4 Maverickno first choiceZoomInfo CopilotChangedRegie.aiCleanlistno first choiceagainst: 11x, Drift
Two alternatives
Artisan Ava, Regie.aiTwo alternatives
AiSDR, Cognism Sales CompanionFour alternatives
11x, Instantly Ai Copilot, Jazon, Reply.io JasonOne alternative
OverloopQwen 3.7 FlashJazon, Regie.ai11x, AvaChanged11x, Artisan AvaLately.aino first choiceagainst: 11x, Artisan.ai
Three alternatives
Artisan Ava, Outreach, Salesforce EinsteinTwo alternatives
Regie.ai, ZoomInfo CopilotSix alternatives
Agent Frank, AiSDR, Clay, Enginy, Salesforce Agentforce SDR, ZoomInfo CopilotFour alternatives
Clay, Instantly, Outreach, SmartleadKimi K211x, Artisan Avaagainst: Salesforce Agentforce SDROutreachChanged11xAiSDRagainst: Regie.aino first choiceagainst: 11x, Artisan Ava
One alternative
Regie.aiTwo alternatives
11x, Gong EngageEight alternatives
Apollo.io, Artisan Ava, Conversica, Outreach, Qualified Piper, Regie.ai, Salesforge Agent Frank, Salesloft RhythmOne alternative
Reply.io JasonGLM 4.7 FlashXArtisan Ava11xChangedAmplemarket Duo CopilotReply.io Jasonagainst: Outreach, Salesforceno first choiceagainst: 11x, Agent Frank, AiSDR, Artisan Ava, Regie.ai
Six alternatives
11x, AiSDR, Regie.ai, Reply.io Jason, SalesRobot, Salesforce Agentforce SDRTwo alternatives
AiSDR, Salesforce EinsteinEight alternatives
11x Alice, AiSDR Ami, Artisan Ava, Breakout, Qualified Piper, Regie.ai, Salesforce Agentforce SDR, UnifyOne alternative
11xMiniMax M2.5Qualified PiperArtisan AvaChanged11xno first choiceno first choiceagainst: 11x, Artisan Ava
Three alternatives
11x, Artisan Ava, Regie.aiOne alternative
AiSDRSix alternatives
AiSDR, Apollo.io, Artisan Ava, Regie.ai, Salesforce Einstein SDR, ZoomInfo AI SDRThree alternatives
11x, AiSDR, Qualified PiperGPT-6 LunaArtisan AvaRegie.aiChanged11x Alice, Artisan Avaagainst: Apollo.ioArtisan Avaagainst: Salesforce Agentforce SDRno first choiceagainst: 11x
Three alternatives
11x Alice, Regie.ai, Salesforce Agentforce ProspectingOne alternative
Salesforce Service CloudThree alternatives
Qualified Piper, RegieOne, Salesforce Agentforce SDROne alternative
Regie.aiMuse Glimmer 30B11x, Artisan AvaArtisan AvaChangedArtisan AvaAiSDRagainst: Force Multiplier Rep, Regie.aino first choiceagainst: 11x.ai — Alice, AiSDR, Artisan — Ava, Sailes
One alternative
11x – Alice and JulianThree alternatives
11x.ai – Alice + Julian, Regie.ai, Salesforce Agentforce SDRTwo alternatives
11x Alice, Artisan AvaBold 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 | 2026-10-01 08:54 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:45 | yes | 4 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:53 | yes | 17 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 08:04 | yes | 18 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:33 | yes | 22 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:39 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:25 | yes | 24 | 21 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:30 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:40 | yes | 5 | 35 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:02 | yes | 19 | 44 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:52 | yes | 22 | 157 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:56 | yes | 10 | 25 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:34 | yes | 4 | 22 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:37 | yes | 21 | 22 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:30 | yes | 9 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:17 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:05 | yes | 21 | 28 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 08:47 | yes | 18 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:33 | yes | 24 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:23 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 14:01 | yes | 24 | 52 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:34 | yes | 5 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:45 | yes | 10 | 24 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:19 | yes | 20 | 29 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:09 | yes | 25 | 135 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:17 | yes | 14 | 33 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:56 | yes | 2 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:27 | yes | 20 | 21 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:56 | yes | 9 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:47 | yes | 6 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:10 | yes | 30 | 44 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 11:44 | yes | 18 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:30 | yes | 24 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:46 | yes | 10 | 12 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:23 | yes | 24 | 42 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 14:14 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:04 | yes | 10 | 26 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:52 | yes | 22 | 29 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:44 | yes | 25 | 42 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:13 | yes | 24 | 29 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:11 | yes | 6 | 46 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:37 | yes | 21 | 39 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:44 | yes | 18 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:32 | yes | 4 | 8 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 14:03 | yes | 15 | 35 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 08:38 | yes | 19 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:51 | yes | 25 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:46 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:47 | yes | 24 | 26 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:23 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:10 | no | 0 | 33 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:54 | yes | 22 | 24 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:11 | yes | 24 | 72 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:45 | yes | 5 | 14 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:32 | yes | 3 | 39 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:37 | yes | 23 | 35 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:52 | yes | 17 | 14 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:35 | yes | 4 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:42 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 10:13 | yes | 20 | 8 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:58 | yes | 18 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:00 | no | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:27 | yes | 24 | 61 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:24 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:49 | no | 0 | 38 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:38 | yes | 12 | 22 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:39 | yes | 11 | 24 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:03 | yes | 5 | 15 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:51 | yes | 4 | 44 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:44 | yes | 14 | 34 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:15 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:22 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 14:07 | yes | 27 | 29 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 12:45 | yes | 19 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:27 | yes | 23 | 7 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:48 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:00 | yes | 24 | 47 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:24 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:35 | yes | 10 | 48 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:38 | yes | 24 | 37 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:57 | yes | 19 | 197 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:07 | yes | 19 | 41 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 14:08 | yes | 3 | 29 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:53 | yes | 19 | 25 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
Amplemarket read as Amplemarket Duo
Amplemarket (with Duo Copilot) read as Amplemarket Duo
Artisan read as Artisan Ava
Artisan (Ava 2.0) read as Artisan Ava
Artisan (Ava AI BDR) read as Artisan Ava
Artisan (Ava) read as Artisan Ava
Artisan (featuring Ava) read as Artisan Ava
Artisan AI read as Artisan Ava
Artisan AI (Ava) read as Artisan Ava
Artisan AI – Ava read as Artisan Ava
Artisan AI's Ava read as Artisan Ava
Artisan – Ava read as Artisan Ava
HubSpot Breeze read as HubSpot Prospecting Agent
Qualified read as Qualified Piper
Qualified (Piper) read as Qualified Piper
Qualified (featuring Piper) read as Qualified Piper
Reply read as Reply.io Jason
Reply.Io (jason Ai) read as Reply.io Jason
Reply.io (Jason AI) read as Reply.io Jason
Reply.io (specifically Jason AI) read as Reply.io Jason
Salesforce Agentforce read as Salesforce Agentforce SDR
Salesforge read as Salesforge Agent Frank
Salesforge (Agent Frank) read as Salesforge Agent Frank
Salesforge’s Agent Frank read as Salesforge Agent Frank
Salesloft read as Salesloft Rhythm
ZoomInfo read as ZoomInfo Copilot
Unresolved, counted raw
11x – Alice and Julian
11x.ai – Alice + Julian
27x.ai
Abmatic.ai
AiSDR Ami
Artisan — Ava
Artisan.ai
ChaseLabs
Clay.ai
Cognism Sales Companion
Enginy
Force Multiplier Rep
Google Cloud Sales AI
HubSpot AI SDR
Instantly Ai Copilot
Julian
Lately.ai
Outreach Amplify
RegieOne
Sailes
SalesLoft AI
SalesTools (Sally AI)
Salesforce
Salesforce (Sales Cloud + Einstein GPT)
Salesforce Agentforce Prospecting
Salesforce Einstein SDR
Sellora
UnifyGTM
ZoomInfo AI SDR
Discontinued, still offered
No shut-down product was recommended here.