Two of twelve models named Artisan first on the direct prompt; zero named AiSDR. Both were named by all twelve models and Artisan carries 36 labels and AiSDR 37, so the shares are not directly comparable.
Named in one category this edition.
By AiSDR Inc., San Francisco, United States, founded 2023. Named in one category this edition.
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; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the AI SDR agents page.
Across every category in the September 2026 Edition, Artisan and AiSDR were named in the same answer sixty-three times, of the 102 answers naming Artisan and the 99 naming AiSDR. In those answers AiSDR took the first choice fourteen times and Artisan seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| 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 |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“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 · hard negative
“Artisan - LinkedIn restricted their automated outreach in early 2026... G2 rating of 3.8/5 (lowest among reviewed platforms)” MiniMax M2.5 · negative prompt · hard negative
“Artisan was temporarily banned by LinkedIn in late 2025/early 2026 due to platform compliance and data-scraping violations.” Gemini 3.5 Flash · negative prompt · hard negative
“unless your team specifically wants an AI SDR that books meetings more autonomously, in which case Artisan is the better fit” Perplexity Sonar · paraphrase prompt · first choice
“Artisan"s AI agent, Ava, is highly regarded for mid-market companies that want a fully autonomous out-of-the-box solution.” Gemini 3.5 Flash · direct prompt · first choice
“or Artisan/Ava if you want more autonomous outbound prospecting with built-in contact data.” Claude Haiku 4.5 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“AiSDR - Platform compliance issues, quality degradation at scale” Mistral Small · negative prompt · hard negative
“AiSDR has significant control and flexibility limitations at a premium price point, with concerning hallucination rates.” DeepSeek V4 Flash · negative prompt · soft negative
“Most teams should start with Tier 1 or 2 before jumping to Tier 3 autonomous agents.” MiniMax M2.5 · scale prompt · soft negative
“AiSDR | Only major vendor with quarterly contracts ($900/mo), transparent pricing, lower commitment risk” Kimi K2 · negative prompt · first choice
“Go with AiSDR for a hands-off, autonomous experience at mid-tier pricing.” Qwen 3.7 Flash · comparative prompt · first choice
“🏆 Best Overall Value: AiSDR” Mistral Small · budget prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.