ModernLoop vs GoodTime
Five of twelve models named ModernLoop first on the direct prompt; two named GoodTime. ModernLoop was named by eleven of the twelve models and GoodTime by twelve and ModernLoop carries 29 labels and GoodTime 45, so the shares are not directly comparable.
Named in one category this edition.
Named in two 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 interview scheduling page.
By framing
ModernLoopFirst choices, of twelve modelsGoodTime
Across every category in the September 2026 Edition, ModernLoop and GoodTime were named in the same answer sixty-three times, of the 71 answers naming ModernLoop and the 135 naming GoodTime. In those answers GoodTime took the first choice twenty-two times and ModernLoop six.
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 | | | |
ModernLoop GoodTime first choice named as an alternative argued againstblank: not namedEach cell is one answer, ModernLoop on the left and GoodTime on the right.The direct prompt
ModernLoop first, GoodTime an alternative
5 of 12 modelsGoodTime was named in the answer but not as the choice, or not at all.GoodTime first, ModernLoop an alternative
2 of 12 modelsModernLoop was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 12 modelsThe answer put something else first and named one of the two as an alternative.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
ModernLoop0%#11 of 11GoodTime0%#10 of 11ModernLoop15%#2 of 11GoodTime9%#5 of 11GoodTime56%#1 of 9ModernLoop0%#5 of 9What the models said about ModernLoop
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Enterprise, quote-only, often thousands per month — avoid these on a limited budget” DeepSeek V4 Flash · budget prompt · hard negative
“expensive administrative overkill for small-to-midsize companies (under 100 employees)” Gemini 3.5 Flash · negative prompt · soft negative
“ModernLoop can add friction and slow your process” GLM 4.7 FlashX · negative prompt · soft negative
“ModernLoop is the strongest default choice because it is repeatedly positioned as a mid-market tool with strong automation” Perplexity Sonar · direct prompt · first choice
“The Top Pick: ModernLoop ... widely considered the strongest standalone scheduling tool for mid-market companies” GLM 4.7 FlashX · direct prompt · first choice
“Add ModernLoop (or Calendly for lighter needs) on top — it's the value sweet spot for mid-market.” DeepSeek V4 Flash · direct prompt · first choice
What the models said about GoodTime
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 ATS-style recruiting platforms like Breezy HR, Workable, or GoodTime if budget is tight” Perplexity Sonar · budget prompt · hard negative
“Enterprise, quote-only, often thousands per month — avoid these on a limited budget” DeepSeek V4 Flash · budget prompt · hard negative
“Frequent reports of bugs like missing time slots, crashes, slow performance, calendar sync glitches, and timezone issues.” Grok 4.1 Fast · negative prompt · soft negative
“Choose GoodTime if you have a dedicated recruiting team and want to automate the administrative side of interviewing” Qwen 3.7 Flash · comparative prompt · first choice
“GoodTime is the top choice for enterprises whose scheduling challenge extends beyond simple booking” Claude Haiku 4.5 · comparative prompt · first choice
“Best overall for mid-market recruiting teams: GoodTime if you run multi-interviewer panels” GPT-5.4 mini · direct 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.