Lattice vs Teamflect
Five of twelve models named Lattice first on the direct prompt; zero named Teamflect. Lattice was named by twelve of the twelve models and Teamflect by six and Lattice carries 38 labels and Teamflect 10, so the shares are not directly comparable.
Named in nineteen 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 succession planning page.
By framing
LatticeFirst choices, of twelve modelsTeamflect
Across every category in the September 2026 Edition, Lattice and Teamflect were named in the same answer eighty-six times, of the 672 answers naming Lattice and the 149 naming Teamflect. In those answers Teamflect took the first choice nine times and Lattice thirteen.
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 | | | |
Lattice Teamflect first choice named as an alternative argued againstblank: not namedEach cell is one answer, Lattice on the left and Teamflect on the right.The direct prompt
Lattice first, Teamflect an alternative
5 of 12 modelsTeamflect was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 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
Lattice31%#1 of 13Teamflect6%#4 of 13Lattice2%#– of 11Teamflect—not namedWhat the models said about Lattice
No label in this category carried a quote.
What the models said about Teamflect
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“If you have fewer than 10 employees: Use Teamflect’s free plan (or download a free Excel template) + Creately for visual mapping. This costs you $0.” DeepSeek V4 Flash · budget prompt · first choice
“For the tightest budget, I'd suggest starting with Creately or Teamflect since they have free tiers.” MiniMax M2.5 · budget 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.