API cost decision in 10 seconds

🔥DeepSeek V4 Flash vs Llama Guard 4 12B

Pick DeepSeek V4 Flash 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 when budget and context both matter.

On the standard 1M input plus 500K output workload, DeepSeek V4 Flash is estimated at $0.2 vs $0.27 for Llama Guard 4 12B, saving $0.07 (27.2% lower).

Cost-first pickDeepSeek V4 Flash
Context-first pickDeepSeek V4 Flash
Sample savings$0.0727.2%
10x traffic gap$0.73

DeepSeek V4 Flash is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $0.73. 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, balanced workload favors DeepSeek V4 Flash, and output-heavy chatbot favors Llama Guard 4 12B.

Workload shapeToken mixBetter pickDeepSeek V4 FlashLlama Guard 4 12B
Input-heavy / RAG5M input + 500K outputDeepSeek V4 Flash$0.59$0.99
Balanced workload1M input + 1M outputDeepSeek V4 Flash$0.29$0.36
Output-heavy chatbot1M input + 5M outputLlama Guard 4 12B$1.08$1.08
Cheaper input DeepSeek V4 Flash $0.0983 vs $0.18 / 1M

DeepSeek V4 Flash is $0.08 cheaper per 1M input tokens (45.4% lower; 1.83x difference).

Cheaper output Llama Guard 4 12B $0.1966 vs $0.18 / 1M

Llama Guard 4 12B is $0.02 cheaper per 1M output tokens (8.4% lower; 1.09x difference).

Larger context DeepSeek V4 Flash 1.05M vs 163.84K

DeepSeek V4 Flash has 884.74K more context (6.4x larger).

Sample workload DeepSeek V4 Flash $0.2 vs $0.27

DeepSeek V4 Flash is $0.07 cheaper on the standard workload (27.2% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
DeepSeek V4 Flash Calculating… Estimated API cost
Llama Guard 4 12B 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 has the lower input price; Llama Guard 4 12B has the lower output price; DeepSeek V4 Flash offers the larger context window. For the 1M input plus 500K output sample, DeepSeek V4 Flash is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.2 for DeepSeek V4 Flash and $0.27 for Llama Guard 4 12B.

Best Fit

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

Choose Llama Guard 4 12B when you care most about lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, DeepSeek V4 Flash is estimated at $0.2 vs $0.27 for Llama Guard 4 12B, saving $0.07 (27.2% lower).
  • DeepSeek V4 Flash is $0.07 cheaper on the standard workload (27.2% lower).
  • DeepSeek V4 Flash is $0.08 cheaper per 1M input tokens (45.4% lower; 1.83x difference).
  • Llama Guard 4 12B is $0.02 cheaper per 1M output tokens (8.4% lower; 1.09x difference).
  • DeepSeek V4 Flash has 884.74K more context (6.4x larger).
Head-to-Head Specs
Feature🔥DeepSeek V4 Flash
(DeepSeek)
Llama Guard 4 12B
(Meta)
Input Price
prompt tokens per 1M
$0.0983$0.18
Completion Price
per 1M tokens
$0.1966$0.18
Sample Workload Cost
1M input + 500K output
$0.2$0.27
Context Window1.05M163.84K
Release Date
Popularity#3#146

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionDeepSeek V4 FlashOn the standard 1M input plus 500K output workload, DeepSeek V4 Flash is estimated at $0.2 vs $0.27 for Llama Guard 4 12B, saving $0.07 (27.2% lower).
High-volume input processingDeepSeek V4 FlashLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsLlama Guard 4 12BLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workDeepSeek V4 FlashA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.
  • Owl Alpha offers 1.05M context with $0 sample workload cost.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

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DeepSeek catalog

Review all tracked DeepSeek models before deciding whether this matchup is the right shortlist.

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Meta catalog

Check other Meta models with comparable pricing, context, or release timing.

Open Meta models
DeepSeek V4 Flash

DeepSeek V4 Flash is an efficiency-optimized Mixture-of-Experts model from DeepSeek with 284B total parameters and 13B activated parameters, supporting a 1M-token context window. It is designed for fast inference and...

Llama Guard 4 12B

Llama Guard 4 is a Llama 4 Scout-derived multimodal pretrained model, fine-tuned for content safety classification. Similar to previous versions, it can be used to classify content in both LLM...