# Lattice vs Spidergap: which do AI models recommend for 360 feedback, October 2026

HR AI Recommendation Index, October 2026 Edition, 360 feedback. Ten of fourteen models named Lattice first on the direct prompt; one named Spidergap. Page: https://hr-ai-index.com/performance/360-feedback/lattice-vs-spidergap/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Lattice | 34% | #1 of 14 | 2% | 48 | 14 of 14 |
| Spidergap | 6% | #5 of 14 | 9% | 34 | 12 of 14 |

## The direct prompt, model by model

- GLM 4.7 FlashX: both first (first choices: Lattice, Spidergap) (alternatives: 15Five, Effy AI, Engagedly, Leapsome)
- Claude Haiku 4.5: lattice first (first choices: Lattice) (alternatives: 15Five, Culture Amp, Leapsome, Spidergap)
- Gemini 3.5 Flash: lattice first (first choices: Lattice) (alternatives: Culture Amp, Leapsome, PerformYard, Teamflect)
- Grok 4.1 Fast: lattice first (first choices: Lattice) (alternatives: 15Five, Culture Amp, Leapsome, PerformYard)
- Mistral Small: lattice first (first choices: Lattice) (alternatives: Bonusly, Leapsome)
- DeepSeek V4 Flash: lattice first (first choices: Lattice) (alternatives: 15Five, Culture Amp, Leapsome, PerformYard)
- Qwen 3.7 Flash: lattice first (first choices: Lattice) (alternatives: Culture Amp, FeedbackPulse, Leapsome)
- Kimi K2: lattice first (first choices: Lattice) (alternatives: 15Five, Engagedly, Leapsome)
- MiniMax M2.5: lattice first (first choices: Lattice, Leapsome) (alternatives: 15Five, Culture Amp, Spidergap)
- Muse Glimmer 30B: lattice first (first choices: Lattice) (alternatives: Culture Amp, Leapsome)
- Perplexity Sonar: neither first, one named (first choices: Leapsome) (alternatives: Culture Amp, EchoSpan, Lattice)
- Llama 4 Maverick: neither first, one named (first choices: Leapsome) (alternatives: 15Five, Lattice, Trakstar)
- GPT-6 Luna: neither first, one named (first choices: Leapsome) (alternatives: Culture Amp, Lattice)
- GPT-5.4 mini: neither named (first choices: PerformYard) (alternatives: Fast Mirror)

## What the models said about Spidergap

- "or cheap standalones like Spidergap (per-assessment, less integrated)" (Grok 4.1 Fast, paraphrase prompt, hard negative)
- "Spidergap specifically has a review flagging confidentiality: "The only thing that was challenging ... inability of the software to keep participants data completely confidential"" (Muse Glimmer 30B, negative prompt, soft negative)
- "Carries a notable share of negative feedback (around 33% in some AI model analyses of reviews)" (Grok 4.1 Fast, negative prompt, soft negative)
- "1. Spidergap — Best Standalone 360 Tool ... or Spidergap if you want a focused, cost-effective 360 tool" (GLM 4.7 FlashX, direct prompt, first choice)
- "Spidergap is usually the safest "best" pick for a true 360-degree feedback tool" (GPT-5.4 mini, budget prompt, first choice)
- "You mainly need to run 360 assessments: Start with Spidergap or TruScore." (GPT-6 Luna, comparative prompt, first choice)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.