# Edge Delta: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 13 judge labels across 1 category by 8 of 14 models. Page: https://www.gane.ai/index/it/vendors/edge-delta

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Telemetry pipelines](https://www.gane.ai/index/it/operations/telemetry-pipelines/index.md) | 0% | 15 | 8% | 13 |

## What the models said for it

- "Often cited as the original and most mature solution in the telemetry pipelines space" (Mistral Small, Telemetry pipelines)
- "Use dedicated observability/telemetry pipeline tools (e.g., from Cribl, Chronosphere, Mezmo, Edge Delta, or Palo Alto Networks)" (Grok 4.20, Telemetry pipelines)
- "Edge Delta, which supports filtering, enrichment, transformation, and routing before data reaches destinations." (Perplexity Sonar, Telemetry pipelines)
- "An AI-powered telemetry pipeline that processes data at the edge" (Grok 4.20, Telemetry pipelines)

## And against it

- "Newer, smaller ecosystem" (DeepSeek V4 Flash, Telemetry pipelines)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 3 | 0 | 0 | 3 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Edge Delta, from 22 of the 22 answers that named it (only the models that return a source list).

### Domains cited

- edgedelta.com: 12 (its own site)
- github.com: 12
- chronosphere.io: 10
- cribl.io: 10
- mezmo.com: 9
- linkedin.com: 8
- opentelemetry.io: 7
- sourceforge.net: 6
- apica.io: 5
- gane.ai/index: 5

### Pages cited

- https://idle-ti.me/awesome-performance-engineering/observability-tools: 5
- https://mezmo.com/blog/open-source-telemetry-pipelines-an-overview: 5
- https://chronosphere.io/wp-content/uploads/2024/04/CTP-main-Technical-Brief-Chronosphere-Telemtry-Pipeline-V5-digital-colors.pdf: 4
- https://chronosphere.io/wp-content/uploads/2024/06/Chronosphere-Telemetry-Pipeline-Technical-Brief.pdf: 4
- https://edgedelta.com/company/blog/top-3-telemetry-pipelines-cribl-vs-edge-delta-vs-diy-opentelemetry-choosing-the-right-approach-for-observability-and-security-data: 4
- https://github.com/XUanhoa04/aiops-engineering-handbook/blob/main/docs/en/02-opentelemetry/README.md: 4
- https://linkedin.com/posts/ozanu_chatgpt-observability-security-activity-7272355759638622209-SxJe: 4
- https://sourceforge.net/software/telemetry-pipelines: 4

## In its own words

What Edge Delta's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Telemetry-native AI SRE. Edge Delta is a telemetry-native AI SRE: an immune system for your production. (https://edgedelta.com/)
- For: SRE teams, security teams, engineering teams (https://edgedelta.com/)
- Price stated: Pricing is based on token usage. (https://edgedelta.com/)
- Starting price: 20 (https://edgedelta.com/pricing)
- Free plan or trial: You can start for free (https://edgedelta.com/)
- Certifications: SOC 2 Type II, CSA STAR, GDPR
- Hosting: US-3, AWS (US East and US West), Google Workspace/Google Drive US West/East, Azure Storage (US East and US West), US-West, US-Central, US-East
- Customers named: Qualiti, Banco Inter, MediaKind, Box, Peerspace, Webscale Networks, Super League Gaming, Agi

## What it publishes

Every page edgedelta.com exposes, read 2026-10-05: 1555 addresses. By kind, pages and the last 90 days:

- blog: 194 pages, 12 in the last 90 days, latest 2026-09-15
- case study: 12 pages, 0 in the last 90 days, latest 2025-02-05
- webinar or virtual event: 5 pages, 0 in the last 90 days, latest 2025-09-09
- conference or event: 6 pages, 0 in the last 90 days, latest 2026-06-16
- comparison: 32 pages, 5 in the last 90 days, latest 2026-08-30
- glossary or explainer: 37 pages, 3 in the last 90 days, latest 2026-08-25
- podcast or video: 56 pages, 1 in the last 90 days, latest 2026-07-31
- Recent: 2026-09-15 blog: Introducing loops https://edgedelta.com/company/blog/introducing-loops
- Recent: 2026-09-09 blog: Folding rum into incident response https://edgedelta.com/company/blog/folding-rum-into-incident-response
- Recent: 2026-09-01 blog: How we built browser monitoring into our pipeline https://edgedelta.com/company/blog/how-we-built-browser-monitoring-into-our-pipeline
- Recent: 2026-09-01 blog: What the model never sees https://edgedelta.com/company/blog/what-the-model-never-sees
- Recent: 2026-08-30 comparison: Cleric https://edgedelta.com/compare/cleric
- Recent: 2026-08-30 comparison: Resolve https://edgedelta.com/compare/resolve

## 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.