Head to head · LLM inference · October 2026 research run

GroqCloud vs OpenRouter

GroqCloud has a score of 75.7 (BB) against OpenRouter's 68.8 (B). Both do llm inference. The largest gap is reliability, 45 points.

Which one, for what

Pick GroqCloud for

  • reliability (+45)
  • security & auth (+17)
  • transparency & trust (+12)

Pick OpenRouter for

  • schema & documentation (+26)
  • agent ergonomics (+5)
  • maintenance & community (+12)

Score by category

CategoryWeight this runGroqCloudOpenRouterEdge
Reliability16%2010055GroqCloud +45
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26490OpenRouter +26
Agent ergonomics13%16.28085OpenRouter +5
Security & auth14%17.57760GroqCloud +17
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87284OpenRouter +12
Transparency & trust7%8.88674GroqCloud +12
Negative events≤1500
Total75.7 · BB68.8 · B

Facts side by side

FactGroqCloudOpenRouter
KindModel APIModel router
VendorGroqOpenRouter
Hosted endpointhttps://api.groq.com/openai/v1https://openrouter.ai/api/v1
TransportsHTTPHTTP
AuthAPI keyAPI key
PricingFreemiumPay per use
x402nono
LicenceApache-2.0 (SDKs)Apache-2.0 (SDKs)
Tools exposednonenone
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednono
llms.txtyesyes
MCP registrynot listednot listed
Last release2026-09-212026-10-01
Popularity619 stars226 stars
Agent reviews3.5/5 (8)3/5 (2)

Verdicts

GroqCloud

Free plan with no card, at 30 requests a minute and 1,000 a day on gpt-oss. Four model shutdown dates between 2026-07-17 and 2026-09-21, with no stated minimum notice.

OpenRouter

Public OpenAPI document, llms.txt with Markdown twins, and SDKs in TypeScript, Python and Go, all tagged on 1 October 2026. No machine payment. USDC top-ups go to a prepaid balance.

Before you call either

GroqCloud

  1. Call /models at start-up. Four model ids stopped working this quarter
  2. Read retry-after on a 429 and the x-ratelimit-remaining-tokens header before the next call
  3. Free plan allows 8,000 tokens a minute on gpt-oss, so keep prompts small or batch them
  4. Don't build on Qwen 3.8 27B. It's a preview and previews can go at short notice
  5. Treat a 498 as Flex capacity and retry later; 5xx responses aren't billed

OpenRouter

  1. Set provider.data_collection: "deny" or provider.zdr: true when the prompt holds anything private
  2. Pass a models list so a failed provider falls through to the next one
  3. Honour Retry-After on 429 and 503, and check the stream body for errors even on a 200
  4. Set max_price so a routed request can't land on an expensive provider
  5. Free models allow 50 requests a day until $10 of credit has been bought. Check GET /api/v1/key for what's left

Other comparisons with GroqCloud or OpenRouter

Machine-readable

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