Official-source comparison

GLM 5.3 vs DeepSeek V4 Pro

Fireworks AI vs DeepSeek. Compare nearby input-price quotes with their distinct hosting and peak-hour conditions.

VerifiedRecently verified against the official source. Last successfully verified 2026-10-23 UTC.

USD token-only estimates using each offering’s published default tier. 1M tokens are an aggregate workload, not a single request. Cache savings, batch discounts, long-context surcharges, tools, taxes and negotiated rates are excluded. Tokenizers and capabilities may differ; lower price does not establish equivalent quality.

Current cost comparison is paused because one or both quotes are not verified. The rates below are historical references, not current offers.

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Historical prices and specifications; current estimates paused
MetricGLM 5.3Fireworks AIDeepSeek V4 ProDeepSeek
Input / 1M tokens$1.40$1.32
Output / 1M tokens$4.40$3.96
Cached input / 1M$0.26$0.044
Context windowNot published1,000,000
Maximum outputNot published384,000
1M input + 1M outputPausedPaused
Default pricing basisstandardpeak
Last verified (UTC)2026-09-09T01:36:54.028Z2026-10-23T00:19:53.181Z

Official sources and pricing scope

GLM 5.3 · Fireworks AI

Fireworks AI Standard global serverless token rates, not the model developer's direct API price. Priority, Fast, US-only serving, dedicated hosting and optional tools are excluded. Model identifier is the official Fireworks catalog slug.

Official pricing source

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