Torch vs CoachAccountable
Three of fourteen models named Torch first on the direct prompt; zero named CoachAccountable. Torch was named by eleven of the fourteen models and CoachAccountable by ten and Torch carries 27 labels and CoachAccountable 14, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category 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 coaching platforms page.
By framing
TorchFirst choices, of fourteen modelsCoachAccountable
Across every category in the November 2026 Edition, Torch and CoachAccountable were named in the same answer eleven times, of the 72 answers naming Torch and the 33 naming CoachAccountable. In those answers CoachAccountable took the first choice four times and Torch zero.
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 4.20 | | | | | ||
| 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 | | | | |
Torch CoachAccountable first choice named as an alternative argued againstblank: not namedEach cell is one answer, Torch on the left and CoachAccountable on the right.The direct prompt
Torch first, CoachAccountable not the choice
3 of 14 modelsCoachAccountable was named in the answer but not as the choice, or not at all.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.Neither was named
5 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
CoachAccountable2%#9 of 14Torch0%#12 of 14Torch10%#4 of 10CoachAccountable2%#7 of 10Torch0%#9 of 11CoachAccountable0%#– of 11What the models said about Torch
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“It's particularly recommended for mid-market companies with 500–5,000 employees building a formal coaching culture for the first time” Claude Haiku 4.5 · direct prompt · first choice
“Boon or Torch offer the best balance of features, pricing flexibility, and mid-market-focused implementation” Kimi K2 · direct prompt · first choice
“BetterUp / Ezra / Torch: Strong for scalable 1:1 leadership and manager coaching” Gemini 3.5 Flash · scale prompt · first choice
What the models said about CoachAccountable
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 employee coaching platform for a company with a limited budget is CoachAccountable, as it offers the best overall value with fair pricing” Llama 4 Maverick · budget prompt · first choice
“Choose CoachAccountable if your methodology depends on goals, habits, commitments, metrics, and follow-through.” Perplexity Sonar · comparative prompt · first choice
“CoachAccountable when between-session accountability and metrics are the core of your methodology” Muse Glimmer 30B · 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.