Interview scheduling · November 2026 Edition
Lever vs Prelude
Zero of fourteen models named Lever first on the direct prompt; zero named Prelude. Lever was named by eleven of the fourteen models and Prelude by nine and Lever carries 18 labels and Prelude 14, so the shares are not directly comparable.
Named in twelve categories this edition.
Prelude
criticized challengerNamed in one category this edition.
First-choice share8%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate22%29%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#8A position in a field of 15; printed, not drawn.
Labels1814A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Lever reading right to left. Rank and label count are printed, not drawn.ModernLoop was named alongside these two in thirteen of the fourteen direct answers. ModernLoop vs Lever · ModernLoop vs Prelude · Calendly vs Lever
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
LeverFirst choices, of fourteen modelsPreludeDirect001 against Prelude
Paraphrase401 against Lever · 1 against Prelude
Comparative001 against Prelude
Budget-constrained00
Scale-constrained01
Negative103 against Lever · 1 against Prelude
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Lever and Prelude stood in it.
| Model | DirectPR | ParaphrasePR | ComparativePR | Budget-constrainedPR | Scale-constrainedPR | NegativePR |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | PR | |||||
| GPT-5.4 mini | | | PR | |||
| Gemini 3.5 Flash | PR | PR | ||||
| Perplexity Sonar | | | ||||
| Grok 4.20 | PR | | | |||
| Mistral Small | ||||||
| DeepSeek V4 Flash | | PR | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | PR | | ||||
| GLM 4.7 FlashX | PR | |||||
| MiniMax M2.5 | | |||||
| GPT-6 Luna | PR | |||||
| Muse Glimmer 30B | PR | PR | |
LeverPR Prelude first choice named as an alternative argued againstblank: not namedEach cell is one answer, Lever on the left and Prelude on the right.The direct prompt
The plain question, one answer per model, grouped by where Lever and Prelude stood in it.
Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5ModernLoop alternatives: Ashby, GoodTime, Prelude
GPT-5.4 miniGoodTime alternatives: Ashby, Calendly, Greenhouse, Lever
Perplexity SonarGoodTime alternatives: Ashby, Cal.com, Lever, ModernLoop
Grok 4.20ModernLoop alternatives: Grayscale, Prelude
Qwen 3.7 FlashCalendly, ModernLoop alternatives: GoodTime, Greenhouse, Lever
Muse Glimmer 30BModernLoop alternatives: Grayscale, Prelude
Neither was named
8 of 14 modelsThe answer made no first choice from these two in this category.Gemini 3.5 FlashModernLoop alternatives: Ashby, GoodTime, candidate.fyi
Mistral SmallGoodTime alternatives: Calendly, ModernLoop, Paradox
DeepSeek V4 FlashModernLoop alternatives: Calendly
Llama 4 MaverickModernLoop alternatives: Calendly, GoodTime
Kimi K2ModernLoop alternatives: GoodTime
GLM 4.7 FlashXModernLoop alternatives: GoodTime, Grayscale
MiniMax M2.5ModernLoop alternatives: Cal.com, GoodTime, VidCruiter
GPT-6 LunaModernLoop alternatives: Ashby's native scheduling, GoodTime
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
Lever0%#– of 16Prelude0%#– of 16
The full small business standing →Mid-marketThe figures above
Enterprise
The order flips: Prelude leads at enterprise.
Prelude2%#– of 13
Lever0%#11 of 13What the models said about Lever
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“complaints such as with Lever: "It will schedule calls back to back and you can't set up a 10-minute buffer window."” Muse Glimmer 30B · negative prompt · soft negative
“I'd lean toward Greenhouse or Lever for their balance of features, scalability, and B2B-focused functionality.” MiniMax M2.5 · paraphrase prompt · first choice
What the models said about Prelude
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Legacy Tools (e.g., Prelude): ... Calendly has wound down this dedicated TA scheduling product.” Gemini 3.5 Flash · direct prompt · hard negative
“Prelude is being wound down by Calendly and should likely be avoided for new implementations” DeepSeek V4 Flash · comparative prompt · hard negative
“it's being wound down and shouldn't be on your shortlist” Kimi K2 · paraphrase prompt · hard negative
“The top tools for mid-market recruiting teams are typically ModernLoop, Prelude, or Grayscale” Muse Glimmer 30B · scale prompt · first choice
“look at recruiting-native schedulers like ModernLoop, Prelude, Grayscale, or candidate.fyi” GLM 4.7 FlashX · paraphrase prompt · alternative
“Prelude (Interview Schedule) (Runner-Up for Candidate Experience and Simplicity)” Grok 4.20 · direct prompt · alternative
Also compared
ModernLoop vs LeverModernLoop vs PreludeCalendly vs LeverCalendly vs PreludeGoodTime vs LeverGoodTime vs PreludeKoalendar vs LeverKoalendar vs PreludeCal.com vs LeverCal.com vs PreludeLever vs GreenhouseGreenhouse vs PreludeAll twenty-eight head-to-head pages and the full interview scheduling standing
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.