Assembly vs Nectar
One of fourteen models named Assembly first on the direct prompt; one named Nectar. Assembly was named by thirteen of the fourteen models and Nectar by fourteen and Assembly carries 31 labels and Nectar 41, so the shares are not directly comparable.
Named in two 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 recognition and rewards page.
By framing
AssemblyFirst choices, of fourteen modelsNectar
Across every category in the November 2026 Edition, Assembly and Nectar were named in the same answer fifty-five times, of the 98 answers naming Assembly and the 118 naming Nectar. In those answers Nectar took the first choice two times and Assembly 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 4.20 | | | ||||
| 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 | | | | |
Assembly Nectar first choice named as an alternative argued againstblank: not namedEach cell is one answer, Assembly on the left and Nectar on the right.The direct prompt
Assembly first, Nectar an alternative
1 of 14 modelsNectar was named in the answer but not as the choice, or not at all.Nectar first, Assembly not the choice
1 of 14 modelsAssembly was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
8 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
Assembly8%#3 of 10Nectar6%#4 of 10What the models said about Assembly
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“For most mid-market companies: Bonusly or Assembly - excellent balance of features, pricing, and ease of use” GLM 4.7 FlashX · direct prompt · first choice
“Bonusly or Assembly offer the best balance of features, transparency, and scalability.” Kimi K2 · budget prompt · first choice
“For a company with a limited budget, Assembly is the best overall choice” Perplexity Sonar · budget prompt · first choice
What the models said about Nectar
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Nectar is best for mid-market companies (50-2,000) wanting clear peer recognition with visibility into collaboration patterns” Claude Haiku 4.5 · direct prompt · first choice
“Choose Bonusly or Nectar for their seamless Slack/Teams integrations and low barrier to entry.” Gemini 3.5 Flash · comparative prompt · first choice
“I'd usually recommend Nectar as the best starting point” GPT-5.4 mini · paraphrase 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.