AI SDR agents
Asked as “AI SDR agent”, and as “AI sales development tool that prospects and books meetings”, on behalf of a mid-market B2B company. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
20%
Contested · Amplemarket Duo 17%
20Apollo.io17Amplemarket Duo13Artisan Ava50others
20% 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 twelve models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the four 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.
All twenty-eight head-to-head pages: the top eight products, each against each
Apollo.io vs AiSDRApollo.io vs Reply.io JasonApollo.io vs Qualified PiperApollo.io vs Agent FrankAmplemarket Duo vs Artisan AvaAmplemarket Duo vs Salesforge Agent FrankAmplemarket Duo vs AiSDRAmplemarket Duo vs Reply.io JasonAmplemarket Duo vs Qualified PiperAmplemarket Duo vs Agent FrankArtisan Ava vs Salesforge Agent FrankArtisan Ava vs AiSDRArtisan Ava vs Reply.io JasonArtisan Ava vs Qualified PiperArtisan Ava vs Agent FrankSalesforge Agent Frank vs AiSDRSalesforge Agent Frank vs Reply.io JasonSalesforge Agent Frank vs Qualified PiperSalesforge Agent Frank vs Agent FrankAiSDR vs Reply.io JasonAiSDR vs Qualified PiperAiSDR vs Agent FrankReply.io Jason vs Qualified PiperReply.io Jason vs Agent FrankQualified Piper vs 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 →
01
02
03
04
05
06
07A08
09
10
11
12Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Apollo.io20%
Apollo.io20%02Amplemarket Duo17%
Amplemarket Duo17%03Artisan Ava13%
Artisan Ava13%04Salesforge Agent Frank4%
Salesforge Agent Frank4%05AiSDR2%
AiSDR2%06Reply.io Jason2%
Reply.io Jason2%07Qualified Piper2%
Qualified Piper2%08Agent Frank2%
09Clay0%
Clay0%10Regie.ai0%
Regie.ai0%11Salesforce Agentforce SDR0%
Salesforce Agentforce SDR0%1211x0%
11x0%What they warned about
Three of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 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.
11x53%
23 of 43 labels negative · 10 of 12 models · 9 hard negative
“11x.ai targets enterprise buyers with opaque pricing ... users reporting 75 to 90% churn at 3 months, with multiple accounts of "zero results" despite extensive setup.” Claude Haiku 4.5, negative prompt
Artisan Ava39%
15 of 38 labels negative · 8 of 12 models · 7 hard negative
“Avoid fully autonomous AI SDRs with annual lock-in contracts, no trials, and documented quality problems (Artisan, 11x.ai especially)” DeepSeek V4 Flash, negative prompt
AiSDR11%
4 of 37 labels negative · 4 of 12 models · 1 hard negative
“AiSDR - Platform compliance issues, quality degradation at scale” Mistral Small, negative prompt
Regie.ai15%
2 of 13 labels negative · 2 of 12 models · 1 hard negative
“Regie.ai — Moderate Risk | High Minimum Commitment | $35K/year floor prices out smaller teams” Kimi K2, negative prompt
What they cite
Four of the twelve models returned a source list in this edition: four return the pages they cited.
Sites the answers cite
22 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 297 links across 141 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
vendor site · Amplemarket12 answers · 12 citations · 3 models
vendor site · 11x11 answers · 16 citations · 4 models
vendor site · Salesforge11 answers · 13 citations · 3 models
vendor site · Artisan10 answers · 12 citations · 4 models
vendor site · Salesmotion6 answers · 9 citations · 3 models
vendor site · Saleshandy6 answers · 6 citations · 2 models
vendor site · AiSDR5 answers · 7 citations · 2 models
5 answers · 5 citations · 3 models
vendor site · Monday.com5 answers · 5 citations · 2 models
vendor site · Reddit4 answers · 5 citations · 2 models
vendor site · Clay4 answers · 4 citations · 2 models
4 answers · 4 citations · 3 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.
12 answers · 3 models
8 answers · 3 models
5 answers · 2 models
4 answers · 3 models
4 answers · 2 models
4 answers · 2 models
4 answers · 2 models
4 answers · 2 models
3 answers · 2 models
3 answers · 2 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 |
|---|---|---|---|---|---|---|---|---|
| Apollo.io apollo.io | 20% | 1010 | 33,100 | 396 | 111,608 | 94 | ||
| Amplemarket Duo amplemarket.com | 17% | 33 | 20 | 0 | 12,067 | 8 | 7 | |
| Artisan Ava artisan.co | 13% | 143 | 170 | 6 | 49,821 | $266 | 6 | |
| SalesTools.io salestools.io | 7% | 1 | 20 | 0 | ||||
| Salesforge Agent Frank salesforge.ai | 4% | 44 | 10 | 0 | 119,383 | 19 | 1 | |
| Jeeva jeeva.ai | 4% | 6 | ||||||
| Outreach outreach.ai | 4% | 269 | 33,100 | 9,282 | 27,855 | $143 | 51 | |
| eesier eesier.com | 4% | 1 | ||||||
| AiSDR aisdr.com | 2% | 123 | 880 | 3 | 8,418 | 0 | 5 | |
| Reply.io Jason reply.io | 2% | 29 | 0 | 36,886 | 20 |
Google's top ten for the two searches hold 15 sites; 5 of them are among the sites the models cited here (aisdr.com, amplemarket.com, reddit.com, salesforge.ai, saleshandy.com). 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 a mid-market B2B company?”Paraphrase“Which AI sales development tool that prospects and books meetings would you recommend to a mid-sized B2B company?”Comparative“What are the top AI SDR agents and how do they differ?”Budget-constrained“What is the best AI SDR agent for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an AI SDR agent. What should we look at?”Negative“Which AI SDR agents should I avoid or be cautious about?”
Claude Haiku 4.5RocketSDRagainst: 11xArtisan Ava, CalendlyChangedno first choiceApollo.iono first choiceagainst: 11x
One alternative
Apollo.ioOne alternative
11xTwo alternatives
AiSDR, Reply.io JasonGPT-5.4 miniQualified Piperagainst: 11xSalesloft RhythmChangedagainst: GongQualified Piper, Salesforce Agentforce SDRApollo.ioagainst: 11x, Artisan Avano first choicenothing named
One alternative
Reply.io JasonFive alternatives
11x, AiSDR, Apollo.io, Artisan Ava, Regie.aiOne alternative
ClayGemini 3.5 FlashArtisan Avaagainst: 11xArtisan AvaHeld11xJeeva, eesieragainst: 11x, Artisan Avano first choiceagainst: "ChatGPT Wrapper" SDRs, 11x, Artisan Ava
Three alternatives
Clay, Regie.ai, Reply.io JasonThree alternatives
11x, AiSDR, ClayFour alternatives
AiSDR, Amplemarket Duo, Artisan Ava, Salesforce Agentforce SDRFour alternatives
Agent Frank, Clay, SalesRobot, Smartlead SmartAgentsPerplexity SonarAmplemarket Duoagainst: 11x, Reply.io JasonApollo.io, Artisan AvaChanged11x, Artisan AvaApollo.io, Jeevaagainst: Saleshandyno first choicenothing named
Two alternatives
AiSDR, Artisan AvaThree alternatives
Outreach, Saleshandy, Salesloft RhythmFive alternatives
AiSDR, Apollo.io, Breakout, Clay, Qualified PiperOne alternative
AiSDRGrok 4.20Apollo.ioagainst: Artisan AvaApollo.ioHeldAmplemarket Duoagainst: 11x, Regie.aiApollo.ioagainst: 11x, AiSDR, Artisan AvaAmplemarket Duoagainst: 11x, Artisan Ava
Two alternatives
Amplemarket Duo, Reply.io JasonThree alternatives
AiSDR, Amplemarket Duo, SaleshandyFive alternatives
AiSDR, Artisan Ava, Clay, Qualified Piper, Reply.io JasonThree alternatives
Humanlinker, Jeeva, LindyThree alternatives
Artisan Ava, Salesmotion, UnifyMistral SmallAmplemarket DuoSalesforge Agent FrankChangedAmplemarket DuoAiSDRno first choiceagainst: 11x, AiSDR, Artisan Ava, Salesforce Agentforce SDR
Three alternatives
AiSDR, Artisan Ava, Salesforge Agent FrankThree alternatives
11x, AiSDR, Apollo.ioFive alternatives
11x, AiSDR, Apollo.io, Artisan Ava, Reply.io JasonThree alternatives
Salesforge Agent Frank, Smartlead SmartAgents, WaalaxyDeepSeek V4 FlashAmplemarket DuoArtisan AvaChangedagainst: 11x, Qualified Piperno first choiceArtraagainst: SalesTools.iono first choiceagainst: 11x, AiSDR, Artisan Ava, Salesforge Agent Frank
Four alternatives
11x, AiSDR, Artisan Ava, Reply.io JasonThree alternatives
AiSDR, Amplemarket Duo, Salesforge Agent FrankEight alternatives
11x, AiSDR, Amplemarket Duo, Artisan Ava, Clay, Landbase, Qualified Piper, Salesforce Agentforce SDRThree alternatives
Agent Frank, Apollo.io, JeevaLlama 4 Maverickno first choiceno first choiceHeldBreakoutGojiberry AIno first choicenothing named
Three alternatives
11x, 1mind, Artisan AvaThree alternatives
AiSDR, JustCall, Salesforge Agent FrankQwen 3.7 FlashAmplemarket Duoagainst: Apollo.io, Artisan Ava, Salesforge Agent FrankSalesforge Agent FrankChangedAiSDR, Amplemarket Duoagainst: 11xBabugerno first choiceagainst: 11x
Two alternatives
AiSDR, Reply.io JasonThree alternatives
AiSDR, Buzz, ZeegNine alternatives
Apollo.io, Artisan Ava, LeadLoft, Nooks, Qualified Piper, Reply.io Jason, SalesPlay, Salesforce Einstein, SaleshandyFour alternatives
Agent Frank, Reply.io Jason, Smartlead SmartAgents, WaalaxyKimi K2Amplemarket Duo, Reply.io Jasonagainst: 11x, Artisan AvaApollo.ioChangedAmplemarket Duoagainst: 11xSalesTools.ioagainst: 11x, Artisan Avano first choiceagainst: 11x, Artisan Avaagainst: 11x, Artisan Ava, Regie.ai
One alternative
AiSDRThree alternatives
11x, Agentplace, AiSDRFive alternatives
AiSDR, Artisan Ava, Nooks, Regie.ai, Reply.io JasonThree alternatives
Agent Frank, Jeeva, LeadLoftTwo alternatives
Clay, LavenderGLM 4.7 FlashXArtisan AvaChase AIChangedBreakoutAgent Frankagainst: InstantlyOutreachnothing named
Four alternatives
11x, AiSDR, Regie.ai, Salesforge Agent FrankThree alternatives
11x, Agentplace, Regie.aiFive alternatives
11x, AiSDR, Artisan Ava, Regie.ai, Salesforce Agentforce SDRTwo alternatives
OpenClaw, SalesTools.ioTwo alternatives
Clay, LavenderMiniMax M2.5Amplemarket Duo, SalesTools.ioAmplemarket Duo, Apollo.ioChangedAmplemarket DuoSalesTools.io, eesierLavender, Outreachagainst: 11x, AiSDR, Artisan Avaagainst: 11x, Artisan Ava
Three alternatives
Agent Frank, AiSDR, Reply.io JasonTwo alternatives
11x, SalesmotionNine alternatives
11x, Apollo.io, Artisan Ava, Clay, Persana AI, Qualified Piper, Regie.ai, Reply.io Jason, Salesforce Agentforce SDROne alternative
ClayBold 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.
Seventy-two 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 | 2026-09-15 03:43 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:32 | yes | 4 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:37 | yes | 17 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 01:54 | yes | 20 | 6 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:04 | yes | 0 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:46 | yes | 0 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 04:28 | yes | 0 | 50 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:38 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:17 | yes | 0 | 37 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:57 | yes | 0 | 49 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 22:59 | yes | 0 | 26 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:14 | yes | 0 | 11 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:34 | yes | 9 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:25 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 05:01 | yes | 17 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 04:47 | yes | 20 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:25 | yes | 0 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:38 | yes | 0 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 01:48 | yes | 0 | 18 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:57 | yes | 0 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:54 | yes | 0 | 38 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:12 | yes | 0 | 29 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:25 | yes | 0 | 105 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:25 | yes | 0 | 12 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:15 | yes | 6 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:06 | yes | 7 | 20 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:59 | yes | 17 | 27 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-14 23:09 | yes | 19 | 9 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 02:51 | yes | 0 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:31 | yes | 0 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 05:02 | yes | 0 | 41 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:00 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:22 | yes | 0 | 31 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:37 | yes | 0 | 58 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:24 | yes | 0 | 20 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:58 | yes | 0 | 12 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:36 | yes | 14 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:53 | yes | 3 | 8 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:15 | yes | 18 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-14 23:38 | yes | 18 | 6 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 00:15 | yes | 0 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:02 | yes | 0 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:59 | yes | 0 | 38 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:44 | yes | 0 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:27 | yes | 0 | 48 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:19 | yes | 0 | 42 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:40 | yes | 0 | 197 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:05 | yes | 0 | 13 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:15 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:29 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:22 | yes | 11 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-14 23:28 | yes | 20 | 11 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-14 23:40 | yes | 0 | 11 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:13 | yes | 0 | 12 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 00:29 | yes | 0 | 29 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:40 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:59 | no | 0 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:17 | yes | 0 | 35 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:44 | yes | 0 | 18 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:24 | yes | 0 | 15 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:40 | yes | 16 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:08 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 05:04 | yes | 24 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 00:55 | yes | 20 | 7 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 03:11 | yes | 0 | 7 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:59 | yes | 0 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:24 | yes | 0 | 51 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:32 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:24 | yes | 0 | 42 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:50 | yes | 0 | 37 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:38 | yes | 0 | 106 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:33 | yes | 0 | 11 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 (Duo Copilot) read as Amplemarket Duo
Amplemarket (Duo) read as Amplemarket Duo
Amplemarket Duo Copilot read as Amplemarket Duo
Amplemarket's Duo Copilot read as Amplemarket Duo
Artisan read as Artisan Ava
Artisan (Ava + Ava Inbound) read as Artisan Ava
Artisan (Ava AI Agent) read as Artisan Ava
Artisan (Ava) read as Artisan Ava
Artisan AI (Ava) read as Artisan Ava
HubSpot Breeze AI read as HubSpot Prospecting Agent
Qualified read as Qualified Piper
Qualified (Piper) read as Qualified Piper
Reply read as Reply.io Jason
Reply.io read as Reply.io Jason
Reply.io (Jason AI) read as Reply.io Jason
SalesLoft read as Salesloft Rhythm
Salesforce Agentforce read as Salesforce Agentforce SDR
Salesforge read as Salesforge Agent Frank
Salesforge (Agent Frank) read as Salesforge Agent Frank
Salesforge (Frank) read as Salesforge Agent Frank
Salesloft read as Salesloft Rhythm
Smartlead read as Smartlead SmartAgents
Smartlead.ai read as Smartlead SmartAgents
ZoomInfo read as ZoomInfo Copilot
Unresolved, counted raw
"ChatGPT Wrapper" SDRs
APIS
AiSDR Explore
Buzz
Instantly\u2019s Reply Agents
Nexus
RocketSDR
SalesPlay
useArtemis
Discontinued, still offered
No shut-down product was recommended here.