# PromptLayer: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/promptlayer

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [LLM gateways and observability](https://www.gane.ai/index/it/it-data/llm-gateways-and-observability/index.md) | 0% | 93 | 50% | 2 |

## And against it

- "weak privacy controls (e.g., some observability-focused ones like early PromptLayer or Helicone variants)" (Grok 4.20, LLM gateways)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named PromptLayer, from 3 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- dev.to: 2
- aimultiple.com: 1
- daily.dev: 1
- dl.acm.org: 1
- edpb.europa.eu: 1
- getmaxim.ai: 1
- perplexity.ai: 1
- research.checkpoint.com: 1
- safeguard.sh: 1

### Pages cited

- https://aimultiple.com/llm-orchestration: 1
- https://daily.dev/posts/wztc2x3ac: 1
- https://dev.to/anthonymax/best-enterprise-ai-gateways-33pp: 1
- https://dev.to/devstackcommunity/i-compared-5-llm-gateway-tools-for-real-world-production-use-4n5p: 1
- https://dev.to/hadil/5-best-ai-gateways-1o72: 1
- https://dev.to/toffy/top-5-ai-gateways-for-enterprises-79c: 1
- https://dl.acm.org/doi/10.1145/3777912.3809156: 1
- https://edpb.europa.eu/system/files/documents/2025-04/ai-privacy-risks-and-mitigations-in-llms.pdf: 1

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.