Baseten vs Fireworks

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Baseten compared with Fireworks
Detail	Baseten	Fireworks
What it does	Inference platform for deploying AI models in production	Own Your Specialized Intelligence
Stage	Established	Not given
Founded	2019	Not given
Based in	Not given	Not given
Pricing model	usage-based	freemium
Pricing	Baseten offers three pricing tiers: Basic (pay-as-you-go starting at $0/month), Pro (with volume discounts available), and Enterprise (with custom SLAs and volume discounts). Compute pricing varies by GPU type, ranging from $0.00058/minute for CPU instances to $0.16633/minute for B200 GPUs. Model AP	Serverless inference with per-token pricing (pay for output, input, and cached tokens). Training pricing from $0.50 to $10.00 per 1M training tokens depending on model size and fine-tuning type. On-demand deployments at $0.134 to $0.334 per minute ($8 to $20 per hour) for various GPU types.
Key features	Dedicated inference deployments Pre-optimized model APIs Multi-cloud deployment Self-hosted and hybrid options Training infrastructure with Loops SDK Baseten Chains for compound AI Advanced caching and decoding techniques Baseten Embeddings Inference (BEI) Forward-deployed engineering support HIPAA and SOC 2 Type II compliance	Guided training runs Configuration-led training Custom training logic Serverless inference On-demand dedicated deployments Reserved capacity OpenAI compatible API Model library with latest open models Reinforcement learning support Multi-region deployments
What makes it different	99.99% uptime with cross-cloud high availability Fastest embeddings with 2x higher throughput Pay only for compute in use, not idle time Optimized inference stack with custom kernels and latest decoding techniques	Drop-in replacement for closed-model APIs with cost savings of 50-75% Instant production deployment from any training checkpoint in seconds Optimized inference engine for industry-leading throughput and latency Elastic and global RL inference scaling Own the complete learning loop for specialized intelligence
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	76 no change since last check	79 no change since last check
Trust Flow (Majestic)	34	33
Citation Flow (Majestic)	52	52
Referring domains (Majestic)	4223	5608

5 details filled in for both companies.

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