Six of fourteen models named Spidergap first on the direct prompt; one named Culture Amp. Both were named by all fourteen models and Spidergap carries 48 labels and Culture Amp 54, so the shares are not directly comparable.
Named in one category 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 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, Spidergap and Culture Amp were named in the same answer ninety-three times, of the 142 answers naming Spidergap and the 416 naming Culture Amp. In those answers Culture Amp took the first choice twenty-eight times and Spidergap twenty-seven.
| 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. 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
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” Grok 4.20 · budget prompt · hard negative
“For Data-Driven Enterprises: Choose Culture Amp or HiBob if you need to tie feedback to business outcomes” Qwen 3.7 Flash · comparative prompt · first choice
“look for "Best Practice" platforms (such as Culture Amp, Lattice, Vantage Circle, or SurveyMonkey Enterprise)” Qwen 3.7 Flash · scale 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.