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Pick up to three. Scores are curated estimates on a 0–10 scale. Lock-in: higher = worse.

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DimensionGroqCerebras
Overall8.07.6
Capability fit7.88.0
Price / performance9.08.2
Latency / reliability8.27.8
Developer & agent DX8.87.5
Privacy / data retention7.07.2
Lock-in risk (higher = worse)5.05.5
Maturity / track record7.87.5
PricingPer-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 …As of 2026-09-14: Official public models API (api.cerebras.ai/public/v1/models, HuggingFace format) pins GPT-OSS-120B $0.35/$0.75 per 1M in/out (131k ctx) and Qwen3.8-27B $0.99/$1.…