Talent intelligence · November 2026 Edition
Lessie AI vs Phenom
One of fourteen models named Lessie AI first on the direct prompt; zero named Phenom. Lessie AI was named by eight of the fourteen models and Phenom by thirteen and Lessie AI carries 10 labels and Phenom 40, so the shares are not directly comparable.
Named in two categories this edition.
Named in ten categories this edition.
First-choice share13%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%40%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#7A position in a field of 15; printed, not drawn.
Labels1040A 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.SeekOut Recruit was named alongside these two in twelve of the fourteen direct answers. SeekOut Recruit vs Lessie AI · SeekOut Recruit vs Phenom · Lessie AI vs Pin
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 talent intelligence page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Lessie AIFirst choices, of fourteen modelsPhenom
Direct104 against Phenom
Paraphrase021 against Phenom
Comparative00
Budget-constrained605 against Phenom
Scale-constrained001 against Phenom
Negative005 against Phenom
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 Lessie AI and Phenom stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | |||
| Grok 4.20 | | | ||||
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | ||||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | | | ||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | | | |
Lessie AI Phenom first choice named as an alternative argued againstblank: not namedEach cell is one answer, Lessie AI on the left and Phenom on the right.The direct prompt
The plain question, one answer per model, grouped by where Lessie AI and Phenom stood in it.
Lessie AI first, Phenom not the choice
1 of 14 modelsPhenom was named in the answer but not as the choice, or not at all.Qwen 3.7 FlashLessie AI, hireEZ alternatives: Gem, SeekOut Recruit
Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Muse Glimmer 30BSeekOut Recruit alternatives: Eightfold AI, Lessie AI, hireEZ
Neither was named
12 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Arya, Pin alternatives: 365Talents, Eightfold AI, Gem, Loxo, iCIMS Talent Cloud
GPT-5.4 miniSeekOut Recruit alternatives: Eightfold AI, hireEZ
Gemini 3.5 FlashFindem alternatives: Gem, Loxo, SeekOut Recruit
Perplexity SonarhireEZ alternatives: Gem, SeekOut Recruit
Grok 4.20Loxo alternatives: Eightfold AI, Gem, SeekOut Recruit
Mistral SmallEightfold AI, SeekOut Recruit alternatives: Sapia.ai, iCIMS Talent Cloud
DeepSeek V4 FlashSeekOut Recruit alternatives: Gem, hireEZ
Llama 4 Maverickno first choice
Kimi K2Pin, SeekOut Recruit alternatives: Ashby, Greenhouse
GLM 4.7 FlashXSeekOut Recruit alternatives: Ceipal, Talent.ai
MiniMax M2.5Greenhouse, SeekOut Recruit alternatives: Eightfold AI, hireEZ
GPT-6 LunaSeekOut Recruit alternatives: Lightcast
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 nine points.
Lessie AI10%#5 of 18Phenom2%#12 of 18Mid-marketThe figures above
Enterprise
Lessie AI is not named for this buyer.
Phenom2%#5 of 11Lessie AI—not namedWhat 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.
“Choose Lessie AI or hireEZ if you want to reduce cost-per-hire and volume-source aggressively... This is the sweet spot for most mid-market B2B firms.” Qwen 3.7 Flash · direct prompt · first choice
“Lessie AI as the "fast, affordable, action-oriented sourcing" pick are the consensus budget options in 2026” Muse Glimmer 30B · budget prompt · first choice
“Start with Lessie AI (free to start, $34.99+/month) for external sourcing” GLM 4.7 FlashX · budget prompt · first choice
What the models said about Phenom
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Why to Avoid: Despite its popularity among large enterprises, implementation is notoriously difficult.” Qwen 3.7 Flash · negative prompt · hard negative
“Phenom is often grouped with platforms to avoid due to negative user experiences and limitations” Mistral Small · negative prompt · hard negative
“Median contract ~$98K/year; full talent experience platform may be overkill” Kimi K2 · direct prompt · hard negative
“My default recommendation: Phenom—if you want one platform to connect external recruiting with internal mobility.” GPT-6 Luna · paraphrase prompt · first choice
Also compared
SeekOut Recruit vs Lessie AISeekOut Recruit vs PhenomLessie AI vs PinLessie AI vs Eightfold AILessie AI vs hireEZLessie AI vs LoxoLessie AI vs GemPin vs PhenomEightfold AI vs PhenomhireEZ vs PhenomLoxo vs PhenomPhenom vs GemAll twenty-eight head-to-head pages and the full talent intelligence 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.