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Fireworks AI Batch

LLM 6.5/10

Batch 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 / 10
Show 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)

Gotchas

No gotchas documented yet. Contribute one if you know a constraint we missed.

Sources

paid value llm-providers
Open service ← All LLM

Alternatives

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May be outdatedChecked 23d ago
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