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Talent intelligence · September 2026 Edition

Lessie AI vs Loxo

One of twelve models named Lessie AI first on the direct prompt; zero named Loxo. Lessie AI was named by eight of the twelve models and Loxo by eleven and Lessie AI carries 11 labels and Loxo 18, so the shares are not directly comparable.

Lessie AI

accepted challenger

Named in two categories this edition.

Loxo

accepted challenger

Named in three categories this edition.

First-choice share12%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%11%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#8A position in a field of 17; printed, not drawn.
Labels1118A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Lessie AI reading right to left. Rank and label count are printed, not drawn.hireEZ was named alongside these two in eight of the twelve direct answers. Pin vs Lessie AI · Pin vs Loxo · Gem vs Lessie AI

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 talent intelligence page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
Lessie AIFirst choices, of twelve modelsLoxo
Direct10
Paraphrase00
Comparative00
Budget-constrained521 against Loxo
Scale-constrained00
Negative001 against Loxo
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where Lessie AI and Loxo stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Lessie AI Loxo first choice named as an alternative argued againstblank: not namedEach cell is one answer, Lessie AI on the left and Loxo on the right.

The direct prompt

The plain question, one answer per model, grouped by where Lessie AI and Loxo stood in it.

Lessie AI first, Loxo not the choice

1 of 12 modelsLoxo was named in the answer but not as the choice, or not at all.
Llama 4 MaverickLessie AI alternatives: AmazingHiring, Gem, hireEZ

Neither was the first choice, one was named

2 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.1 FastGem alternatives: Loxo, Metaview, hireEZ
DeepSeek V4 FlashGem alternatives: Lessie AI, Pin, SeekOut, hireEZ

Neither was named

9 of 12 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Bryq alternatives: GoPerfect, Skima AI, iCIMS Talent Cloud
GPT-5.4 miniSeekOut alternatives: Eightfold AI
Gemini 3.5 FlashGem alternatives: Findem, SeekOut, hireEZ
Perplexity SonarhireEZ alternatives: Lightcast, Pin
Mistral SmallGem, Metaview
Qwen 3.7 FlashGem alternatives: AmazingHiring, hireEZ, iCIMS Talent Cloud
Kimi K2Gem alternatives: Pin, SeekOut, hireEZ
GLM 4.7 FlashXPin alternatives: Metaview, SeekOut, iCIMS Talent Cloud
MiniMax M2.5SeekOut, hireEZ alternatives: Greenhouse

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
Lessie AI leads by four points.
Lessie AI14%#3 of 16
Loxo10%#4 of 16
The full small business standing →
Mid-marketThe figures above
Lessie AI leads by eight points.
Lessie AI12%#3 of 17
Loxo4%#8 of 17
The full mid-market standing →
Enterprise
Lessie AI is not named for this buyer.
Lessie AInot named
Loxo0%#10 of 10
The full enterprise standing →

What the models said about Lessie AI

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“The best talent intelligence platform for a company with a limited budget is Lessie AI, which is free to start” Llama 4 Maverick · budget prompt · first choice
“If budget is the primary constraint, Lessie AI offers the lowest barrier to entry among serious platforms.” Qwen 3.7 Flash · budget prompt · first choice
“The best talent intelligence platform for a mid-market B2B company is Lessie AI” Llama 4 Maverick · direct prompt · first choice

What the models said about Loxo

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.

“Loxo has faced criticism where users found the interview process features underdeveloped and unintuitive” Qwen 3.7 Flash · negative prompt · soft negative
“Loxo (Honorable) | Limited/solo only (now trial-like) | $149/mo ... All-in-one (less budget)” Grok 4.1 Fast · budget prompt · soft negative
“or Loxo if you need robust all-in-one functionality at a reasonable price point” MiniMax M2.5 · budget prompt · first choice
“the best choice is usually Loxo or Jobin.cloud” GPT-5.4 mini · budget prompt · first choice
Also compared

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.