Eight of fourteen models named Lattice first on the direct prompt; six named Spidergap. Both were named by all fourteen models and Lattice carries 57 labels and Spidergap 48, so the shares are not directly comparable.
Named in fifteen 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 360 feedback page.
Across every category in the November 2026 Edition, Lattice and Spidergap were named in the same answer 112 times, of the 711 answers naming Lattice and the 142 naming Spidergap. In those answers Spidergap took the first choice thirty-eight times and Lattice nineteen.
| 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 |
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. Three of three in this category shown.
“Avoid enterprise tools like Lattice, 15Five, or Culture Amp—they often have high minimums” Grok 4.20 · budget prompt · hard negative
“A comprehensive people management platform with 360-degree feedback capabilities, strong integration options, and good scalability for mid-market companies.” Claude Haiku 4.5 · paraphrase prompt · first choice
“Choose Lattice or Leapsome if you want an modern, all-in-one software suite that handles 1:1s, OKRs, continuous feedback, and 360 reviews in one place.” Gemini 3.5 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“multiple reviews complain about admins being able to view individual responses ... Use only if you have an external facilitator” Grok 4.20 · negative prompt · soft negative
“some users noted "inability of the software to keep participants data completely confidential"” GLM 4.7 FlashX · negative prompt · soft negative
“SpiderGap has been criticized for unreliable survey delivery and basic survey reporting.” Claude Haiku 4.5 · negative prompt · soft negative
“Best for a standalone, highly configurable 360 program: Spidergap. Reviewers favor it for customization, anonymity controls and low-friction administration.” Muse Glimmer 30B · direct prompt · first choice
“Spidergap is a dedicated 360 feedback tool that is priced per-person reviewed, making it a good option for smaller teams.” Llama 4 Maverick · direct prompt · first choice
“If you want a focused, cost-effective 360 solution: Go with Spidergap. It's the top-rated, no-nonsense option” DeepSeek V4 Flash · 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.