API cost decision in 10 seconds

NewGranite 4.2 8B vs DeepSeek V4 Flash Latest

Pick DeepSeek V4 Flash Latest when budget and context both matter.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick DeepSeek V4 Flash Latest when budget and context both matter.

On the standard 1M input plus 500K output workload, DeepSeek V4 Flash Latest is estimated at $0.13 vs $0.17 for Granite 4.2 8B, saving $0.04 (25.7% lower).

Cost-first pickDeepSeek V4 Flash Latest
Context-first pickDeepSeek V4 Flash Latest
Sample savings$0.0425.7%
10x traffic gap$0.45

DeepSeek V4 Flash Latest is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $0.45. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Cost winner changes by workload shape: input-heavy / RAG favors DeepSeek V4 Flash Latest, balanced workload favors DeepSeek V4 Flash Latest, and output-heavy chatbot favors Granite 4.2 8B.

Workload shapeToken mixBetter pickGranite 4.2 8BDeepSeek V4 Flash Latest
Input-heavy / RAG5M input + 500K outputDeepSeek V4 Flash Latest$0.57$0.33
Balanced workload1M input + 1M outputDeepSeek V4 Flash Latest$0.25$0.21
Output-heavy chatbot1M input + 5M outputGranite 4.2 8B$0.85$0.85
Cheaper input DeepSeek V4 Flash Latest $0.1 vs $0.05 / 1M

DeepSeek V4 Flash Latest is $0.05 cheaper per 1M input tokens (50% lower; 2x difference).

Cheaper output Granite 4.2 8B $0.15 vs $0.16 / 1M

Granite 4.2 8B is $0.01 cheaper per 1M output tokens (6.3% lower; 1.07x difference).

Larger context DeepSeek V4 Flash Latest 131.07K vs 1.31M

DeepSeek V4 Flash Latest has 1.18M more context (10x larger).

Sample workload DeepSeek V4 Flash Latest $0.17 vs $0.13

DeepSeek V4 Flash Latest is $0.04 cheaper on the standard workload (25.7% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Granite 4.2 8B Calculating… Estimated API cost
DeepSeek V4 Flash Latest Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

DeepSeek V4 Flash Latest has the lower input price; Granite 4.2 8B has the lower output price; DeepSeek V4 Flash Latest offers the larger context window. For the 1M input plus 500K output sample, DeepSeek V4 Flash Latest is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.17 for Granite 4.2 8B and $0.13 for DeepSeek V4 Flash Latest.

Best Fit

Choose Granite 4.2 8B when you care most about lower output-token price.

Choose DeepSeek V4 Flash Latest when you care most about lower input-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, DeepSeek V4 Flash Latest is estimated at $0.13 vs $0.17 for Granite 4.2 8B, saving $0.04 (25.7% lower).
  • DeepSeek V4 Flash Latest is $0.04 cheaper on the standard workload (25.7% lower).
  • DeepSeek V4 Flash Latest is $0.05 cheaper per 1M input tokens (50% lower; 2x difference).
  • Granite 4.2 8B is $0.01 cheaper per 1M output tokens (6.3% lower; 1.07x difference).
  • DeepSeek V4 Flash Latest has 1.18M more context (10x larger).
Head-to-Head Specs
FeatureNewGranite 4.2 8B
(IBM)		DeepSeek V4 Flash Latest
(deepseek)
Input Price
prompt tokens per 1M		$0.1$0.05
Completion Price
per 1M tokens		$0.15$0.16
Sample Workload Cost
1M input + 500K output		$0.17$0.13
Context Window131.07K1.31M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionDeepSeek V4 Flash LatestOn the standard 1M input plus 500K output workload, DeepSeek V4 Flash Latest is estimated at $0.13 vs $0.17 for Granite 4.2 8B, saving $0.04 (25.7% lower).
High-volume input processingDeepSeek V4 Flash LatestLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGranite 4.2 8BLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workDeepSeek V4 Flash LatestA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Granite 4.0 Micro can replace Granite 4.2 8B when lower sample workload cost matters most: $0.07.
  • Granite 4.1 8B can replace Granite 4.2 8B when lower sample workload cost matters most: $0.1.
Larger context near this budget
  • No larger-context model is currently tracked within a close sample-cost band.

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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IBM catalog

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deepseek catalog

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Granite 4.2 8B

Granite 4.2 8B is a dense reasoning model from IBM. It is suited for mathematics, code generation, multilingual dialogue, and agentic workflows that need multi-step reasoning. It supports full, low-effort,...

DeepSeek V4 Flash Latest

This model always redirects to the latest model in the DeepSeek V4 Flash family.