Fireworks AI Batch
LLM 6.5/10Batch inference billed at 50% of serverless on both input and output across the open catalog
Fireworks AI Batch scores 6.5/10 for free value in LLM. The main constraint: Paid — 50% of serverless rates. Batch inference billed at 50% of serverless on both input and output across the open catalog.
Category LLM Kind Paid plan
Free value score
6.5 / 10Show the math
Model Quality 8/10
value = 44 artificial_analysis_score
weighted score = 0.2 * 8/10
Access 10/10
value = 10/10
weighted score = 0.1 * 10/10
Price Efficiency 5.6/10
value = 2 value/$
weighted score = 0.7 * 5.6/10
Key metrics
DeepSeek V4 Pro (Max) 44 Best model
2x Value ratio
What you get
Paid — 50% of serverless rates. Batch inference billed at 50% of serverless on both input and output across the open catalog
Halves all serverless per-token costs (e.g. ~2M Kimi K2.6 input/$1 batch)
Sources
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"Batch inference is billed at 50% of serverless pricing on both input and output."
https://docs.fireworks.ai/serverless/pricing -
"Kimi K2 Thinking achieves a 67 in the Artificial Analysis Intelligence Index"
https://x.com/ArtificialAnlys/status/1986911675820446013
paid value llm-providers