Small Improvements vs Teamflect
Zero of twelve models named Small Improvements first on the direct prompt; zero named Teamflect. Small Improvements was named by nine of the twelve models and Teamflect by eight and both carry 15 labels, so the shares below are directly comparable.
Named in two categories this edition.
Named in nine 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 360 feedback page.
By framing
Small ImprovementsFirst choices, of twelve modelsTeamflect
Across every category in the September 2026 Edition, Small Improvements and Teamflect were named in the same answer twenty-seven times, of the 99 answers naming Small Improvements and the 149 naming Teamflect. In those answers Teamflect took the first choice zero times and Small Improvements four.
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 | |
Small Improvements Teamflect first choice named as an alternative argued againstblank: not namedEach cell is one answer, Small Improvements on the left and Teamflect on the right.The direct prompt
Neither was the first choice, one was named
1 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
11 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
Small Improvements11%#3 of 13Teamflect0%#12 of 13Small Improvements5%#5 of 15Teamflect2%#8 of 15Small Improvements0%#– of 8Teamflect0%#– of 8What the models said about Small Improvements
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“The best 360-degree feedback tool for a company with a limited budget is ThriveSparrow, Small Improvements, or Primalogik.” Llama 4 Maverick · budget prompt · first choice
What the models said about Teamflect
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Teamflect is often praised for its integration with Microsoft 365 but is criticized for not being a full HR solution and lacking live chat support” Mistral Small · negative prompt · soft negative
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.