ChartHop vs BambooHR
Six of fourteen models named ChartHop first on the direct prompt; zero named BambooHR. ChartHop was named by fourteen of the fourteen models and BambooHR by thirteen and ChartHop carries 43 labels and BambooHR 32, so the shares are not directly comparable.
Named in eight categories this edition.
Named in twenty-eight categories this edition.
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 people analytics page.
By framing
ChartHopFirst choices, of fourteen modelsBambooHR
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 | | | | |||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | | | | | |
ChartHop BambooHR first choice named as an alternative argued againstblank: not namedEach cell is one answer, ChartHop on the left and BambooHR on the right.The direct prompt
ChartHop first, BambooHR an alternative
6 of 14 modelsBambooHR was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 of 14 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
BambooHR53%#1 of 16ChartHop8%#2 of 16ChartHop21%#2 of 11BambooHR9%#4 of 11What the models said about ChartHop
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“avoid enterprise-focused tools like ... ChartHop ... ChartHop ($2–$8/employee/month) or Lattice may lack the enterprise depth needed for thousands of users.” Mistral Small · negative prompt · hard negative
“skip if very tight budget ... $9,000/year minimum contract – a deal-breaker for small teams” DeepSeek V4 Flash · budget prompt · soft negative
What the models said about BambooHR
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Strategic Tip: If you are on a strict budget, start with BambooHR... Best balance of ease-of-use and affordable reporting features.” Qwen 3.7 Flash · budget 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.