Salesforge vs Reply.io
Zero of twelve models named Salesforge first on the direct prompt; one named Reply.io. Salesforge was named by five of the twelve models and Reply.io by eleven and Salesforge carries 11 labels and Reply.io 18, so the shares are not directly comparable.
Named in one category this edition.
San Jose, United States, founded 2014. Named in three categories 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.
By framing
SalesforgeFirst choices, of twelve modelsReply.io
Every model, every framing
| 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 | | |
Salesforge Reply.io first choice named as an alternative argued againstblank: not namedEach cell is one answer, Salesforge on the left and Reply.io on the right.The direct prompt
Reply.io first, Salesforge not the choice
1 of 12 modelsSalesforge was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
8 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 of 12 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Salesforge2%#– of 8Reply.io0%#6 of 8Reply.io2%#– of 11Salesforge0%#– of 11What the models said about Salesforge
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Approval-first workflow slows velocity” Qwen 3.7 Flash · direct prompt · soft negative
“Caution for Specific Use Cases” DeepSeek V4 Flash · negative prompt · soft negative
“Salesforge (Agent Frank) — Best All-in-One AI SDR” Qwen 3.7 Flash · paraphrase prompt · first choice
“1. Salesforge (Agent Frank) - *Best Overall*” Mistral Small · paraphrase prompt · first choice
“For budget-conscious scaling: Salesforge (Agent Frank) at $499/month provides excellent value” Mistral Small · direct prompt · alternative
What the models said about Reply.io
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“though the cited evaluation ranks it far below the leaders on total capability” Perplexity Sonar · direct prompt · soft negative
“Best Overall for Mid-Market ... Start with Reply.io (Jason AI) or Amplemarket Duo for mid-market B2B.” Kimi K2 · direct prompt · first choice
“Reply.io's paid plans start at $59/month for email sequences with Jason AI available on higher tiers, making it the most accessible entry point” Claude Haiku 4.5 · budget prompt · alternative
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.