JustCall vs Orum
One of twelve models named JustCall first on the direct prompt; two named Orum. Both were named by all twelve models and JustCall carries 41 labels and Orum 37, so the shares are not directly comparable.
Named in three categories 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 sales dialers and calling page.
By framing
JustCallFirst choices, of twelve modelsOrum
Across every category in the September 2026 Edition, JustCall and Orum were named in the same answer forty-five times, of the 113 answers naming JustCall and the 85 naming Orum. In those answers Orum took the first choice four times and JustCall 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 | | | |
JustCall Orum first choice named as an alternative argued againstblank: not namedEach cell is one answer, JustCall on the left and Orum on the right.The direct prompt
JustCall first, Orum not the choice
1 of 12 modelsOrum was named in the answer but not as the choice, or not at all.Orum first, JustCall an alternative
2 of 12 modelsJustCall was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
7 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 of 12 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
Orum7%#6 of 17JustCall0%#14 of 17What the models said about JustCall
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“complaints about a lengthy compliance process, broken sales-dialer behavior, and features not working as expected” GPT-5.4 mini · negative prompt · soft negative
“Good features but 2-seat min hurts solos. Dialer traffic may incur extras.” Grok 4.1 Fast · budget prompt · soft negative
“The Best All-Rounder: JustCall ... JustCall offers the lowest entry point for a platform that actually supports active outbound calling.” Qwen 3.7 Flash · budget prompt · first choice
“High-volume outbound (50-500 reps) | JustCall, Skipcall, Orum | Power + parallel dialing, better compliance tools” Kimi K2 · negative prompt · first choice
“JustCall is often the best fit for budget-conscious teams because it has entry-level plans starting very low” GPT-5.4 mini · budget prompt · first choice
What the models said about Orum
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Orum charges $250 per user per month with a minimum of 3 users ... users already call it overpriced. Additionally, there are complaints about software bugs, dropped calls, poor audio quality” Claude Haiku 4.5 · negative prompt · hard negative
“Nooks & Orum (Parallel Dialers) Biggest concerns: The structural "dead air" problem, spam flagging, and rapidly declining connect rates.” DeepSeek V4 Flash · negative prompt · hard negative
“Enterprise-focused, not budget-friendly” Kimi K2 · budget prompt · hard negative
“JustCall, Skipcall, Orum | Power + parallel dialing, better compliance tools” Kimi K2 · negative prompt · first choice
“Funded, high-volume SDR org → Orum (volume) or Nooks (coaching + virtual salesfloor).” DeepSeek V4 Flash · direct prompt · first choice
“#### 1. Orum ... Best for: High-volume B2B tech and enterprise SDR/BDR teams.” Gemini 3.5 Flash · comparative 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.