Five of fourteen models named Clari Copilot first on the direct prompt; one named Avoma. Clari Copilot was named by fourteen of the fourteen models and Avoma by eleven and Clari Copilot carries 65 labels and Avoma 25, so the shares are not directly comparable.
Named in eight categories this edition.
Named in four 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 revenue intelligence and forecasting page.
Across every category in the October 2026 Edition, Clari Copilot and Avoma were named in the same answer eighty-nine times, of the 298 answers naming Clari Copilot and the 234 naming Avoma. In those answers Avoma took the first choice twenty-seven times and Clari Copilot nine.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid these enterprise forecasters unless you have already solved your CRM data hygiene issues” Gemini 3.5 Flash · negative prompt · hard negative
“Avoid: Enterprise-grade platforms like Clari, Gong, Aviso, or Anaplan” DeepSeek V4 Flash · budget prompt · hard negative
“What to Avoid ... Premium forecasting with complex implementation” Kimi K2 · budget prompt · hard negative
“My Final Verdict: For a mid-sized B2B company trying to mature its sales processes, Clari is generally the safest high-value investment” Qwen 3.7 Flash · paraphrase prompt · first choice
“For VPs of Sales: Clari is often preferred because its dashboarding focuses on forecast accuracy and risk flags across the entire team.” Qwen 3.7 Flash · comparative prompt · first choice
“the strongest overall choice is usually Clari if your top priority is forecasting discipline and pipeline inspection” Perplexity Sonar · direct prompt · first choice
No label in this category carried a quote.
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.