# Standard Compute: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/standard-compute

## 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) | 2% | 15 | 0% | 1 |

## What the models said for it

- "If you want the easiest and most cost-effective managed solution, go with Standard Compute." (Mistral Small, 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 | 0 | 0 | 0 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| 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 Standard Compute, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- concentrate.ai: 1
- futureagi.com: 1
- getmaxim.ai: 1
- ramp.com: 1
- standardcompute.com: 1 (its own site)

### Pages cited

- https://concentrate.ai/blog/the-9-best-llm-gateways-in-2026-grouped-by-the-job-they-do: 1
- https://futureagi.com/blog/best-ai-gateways-cost-optimization: 1
- https://getmaxim.ai/articles/top-5-ai-gateways-for-optimizing-llm-cost-in-2026.md: 1
- https://ramp.com/blog/best-llm-gateways: 1
- https://standardcompute.com/best-llm-gateway-for-production: 1

## What it publishes

Every page standardcompute.com exposes, read 2026-09-29: 990 addresses. By kind, pages and the last 90 days:

- blog: 108 pages, 14 in the last 90 days, latest 2026-09-12
- report or ebook: 12 pages, 12 in the last 90 days, latest 2026-09-05
- comparison: 555 pages, 1 in the last 90 days, latest 2026-09-09
- template or tool: 2 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-12 blog: I thought prompt tweaks would fix my slow agent but the real win was chasing fast agent cold start issues https://standardcompute.com/blog/i-thought-prompt-tweaks-would-fix-my-slow-agent-but-the-real-win-was-chasing-fast-agent-cold-start-issues
- Recent: 2026-09-11 blog: Our ai agent pipeline kept stalling on captcha heavy scraping until we rebuilt it around queues and short browser sessio https://standardcompute.com/blog/our-ai-agent-pipeline-kept-stalling-on-captcha-heavy-scraping-until-we-rebuilt-it-around-queues-and-short-browser-sessions
- Recent: 2026-09-09 comparison: I went looking for a deepseek api alternative and learned the cheapest endpoint is usually the first thing to break https://standardcompute.com/blog/i-went-looking-for-a-deepseek-api-alternative-and-learned-the-cheapest-endpoint-is-usually-the-first-thing-to-break
- Recent: 2026-09-08 blog: We finally learned to switch llm providers without rewriting half the app https://standardcompute.com/blog/we-finally-learned-to-switch-llm-providers-without-rewriting-half-the-app
- Recent: 2026-09-08 blog: I stopped treating local models like drop in gpt replacements when the output bugs started costing me real work https://standardcompute.com/blog/i-stopped-treating-local-models-like-drop-in-gpt-replacements-when-the-output-bugs-started-costing-me-real-work
- Recent: 2026-09-07 blog: My tool calling agent looked amazing in demos and then double charged people https://standardcompute.com/blog/my-tool-calling-agent-looked-amazing-in-demos-and-then-double-charged-people

## 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.