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Groq vs Fireworks AI vs OpenRouter
Yan yana — pricing, artılar & eksiler, özellikler
Fast, low‑cost AI inference powered by a purpose‑built Language Processing Unit (LPU)
Pricing
Freemium$0 başlangıç
Strengths
- Dedicated inference hardware
- Transparent, usage‑based pricing
- Multi‑modal support
Limitations
- Open‑source model limitation
- Free tier limits
- Enterprise complexity
Key features
- Purpose‑built Language Processing Unit (LPU) ASIC for inference
- Ultra‑low‑latency, deterministic execution with high token throughput
- Software‑first architecture enabling generic, model‑independent compilation
- Cloud and on‑prem deployment via GroqCloud and GroqRack
High-performance inference platform for open‑model generative AI, optimized for speed, cost, and production readiness.
Pricing
Freemium$0.10‑$0.90 per 1M tokens (input or output, model‑size dependent) başlangıç
Strengths
- Low-latency, high-throughput inference
- Broad model and modality support
- Complete model lifecycle
Limitations
- No truly free tier
- Pricing complexity
- Primarily infrastructure-focused
Key features
- Serverless pay‑per‑token inference for text, vision, audio, embeddings
- On‑demand dedicated GPU deployments with per‑second billing
- Managed fine‑tuning (supervised LoRA/full, preference tuning, reinforcement tuning)
- Disaggregated inference engine with optimizations (caching, quantization‑aware tuning, speculative decoding)
A unified API gateway offering access to hundreds of AI models from multiple providers with one integration, single billing, and intelligent routing
Pricing
Freemium$0 başlangıç
Strengths
- Wide model access
- OpenAI‑compatible integration
- Transparent pricing
Limitations
- Added network hop
- Mixed data retention policies
- Platform fee cost
Key features
- Unified API access to hundreds of AI models
- Automatic routing and fallback across multiple model providers
- Transparent pricing, passing through provider rates with minimal markup
- OpenAI‑compatible SDK integration