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Groq

Use when latency is the product. Do not build your whole company on one Groq model SKU — they rotate.

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Use when latency is the product. Do not build your whole company on one Groq model SKU — they rotate. Strengths: Blazing tokens/sec latency; Simple API and free tier for prototypes; Great for real-time agent loops on supported models.

Overall
8.0
curated_estimate
confidence: high · as of 2026-09-14
Capability fit
7.8
Price / performance
9.0
Latency / reliability
8.2
Developer & agent DX
8.8
Privacy / data retention
7.0
Lock-in risk (higher = worse)
5.0
Maturity / track record
7.8

Lock-in risk: higher = more lock-in (worse). Overall already inverts this dimension.

Sources: Groq: https://groq.com · GroqCloud: https://console.groq.com · Groq Llama Guard 4 docs: https://console.groq.com/docs/model/meta-llama/llama-guard-4-12b

Use when latency is the product. Do not build your whole company on one Groq model SKU — they rotate.

Strengths

  • · Blazing tokens/sec latency
  • · Simple API and free tier for prototypes
  • · Great for real-time agent loops on supported models

Weaknesses

  • · Limited model variety
  • · Aggressive model deprecations
  • · Not for frontier closed models

Pricing notes

Per-token with free tier; LPU inference; narrow production model set (Llama/Qwen/GPT-OSS etc.); batch discounts. Llama Guard 4 12B (model id meta-llama/llama-guard-4-12b) is still documented at console.groq.com/docs/model/meta-llama/llama-guard-4-12b as an open safety classifier; its per-token price figure was removed because it couldn't be re-sourced on 2026-10-21 (no price on that page or on console.groq.com/docs/models as of 2026-10-21). See the stored rows for sourced Groq prices, including the Llama Prompt Guard 2 classifiers.

Regions: us, globalLast reviewed: 2026-09-14Status: active

Sourced pricing

Contract status ambiguous · input_output_split_not_a_single_rate. Single normalized $/1M: null. Machine list: /api/pricing?provider=groq

  • openai/gpt-oss-120b · usd_per_million_input_tokens · $0.15 · sourced_token_price
  • openai/gpt-oss-120b · usd_per_million_output_tokens · $0.6 · sourced_token_price
  • openai/gpt-oss-20b · usd_per_million_input_tokens · $0.075 · sourced_token_price
  • openai/gpt-oss-20b · usd_per_million_output_tokens · $0.3 · sourced_token_price
  • meta-llama/llama-prompt-guard-2-22m · usd_per_million_input_tokens · $0.03 · sourced_token_price
  • meta-llama/llama-prompt-guard-2-22m · usd_per_million_output_tokens · $0.03 · sourced_token_price
  • meta-llama/llama-prompt-guard-2-86m · usd_per_million_input_tokens · $0.04 · sourced_token_price
  • meta-llama/llama-prompt-guard-2-86m · usd_per_million_output_tokens · $0.04 · sourced_token_price
  • qwen/qwen3.8-27b · usd_per_million_input_tokens · $0.8 · sourced_token_price
  • qwen/qwen3.8-27b · usd_per_million_output_tokens · $4 · sourced_token_price
  • whisper-large-v3 · usd_per_hour · $0.111 · unit_mismatch · normalized null
  • whisper-large-v3-turbo · usd_per_hour · $0.04 · unit_mismatch · normalized null

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