API cost decision in 10 seconds

DeepSeek V4 Flash vs GPT-5.4

Pick DeepSeek V4 Flash for lower cost; pick GPT-5.4 only if the larger context window matters more.

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick DeepSeek V4 Flash for lower cost; pick GPT-5.4 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, DeepSeek V4 Flash is estimated at $0.2 vs $10 for GPT-5.4, saving $9.8 (98% lower).

Cost-first pickDeepSeek V4 Flash
Context-first pickGPT-5.4
Sample savings$9.898%
10x traffic gap$98

GPT-5.4 has more context, but DeepSeek V4 Flash saves $9.8 on the standard workload. At 10x that traffic, the same price gap is about $98. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

DeepSeek V4 Flash stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickDeepSeek V4 FlashGPT-5.4
Input-heavy / RAG5M input + 500K outputDeepSeek V4 Flash$0.6$20
Balanced workload1M input + 1M outputDeepSeek V4 Flash$0.3$17.5
Output-heavy chatbot1M input + 5M outputDeepSeek V4 Flash$1.1$77.5
Cheaper input DeepSeek V4 Flash $0.1 vs $2.5 / 1M

DeepSeek V4 Flash is $2.4 cheaper per 1M input tokens (96% lower; 25x difference).

Cheaper output DeepSeek V4 Flash $0.2 vs $15 / 1M

DeepSeek V4 Flash is $14.8 cheaper per 1M output tokens (98.7% lower; 75x difference).

Larger context GPT-5.4 1.05M vs 1.05M

GPT-5.4 has 1.42K more context (1x larger).

Sample workload DeepSeek V4 Flash $0.2 vs $10

DeepSeek V4 Flash is $9.8 cheaper on the standard workload (98% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
DeepSeek V4 Flash Calculating… Estimated API cost
GPT-5.4 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; DeepSeek V4 Flash has the lower output price; GPT-5.4 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 $10 for GPT-5.4.

Best Fit

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

Choose GPT-5.4 when you care most about larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, DeepSeek V4 Flash is estimated at $0.2 vs $10 for GPT-5.4, saving $9.8 (98% lower).
  • DeepSeek V4 Flash is $9.8 cheaper on the standard workload (98% lower).
  • DeepSeek V4 Flash is $2.4 cheaper per 1M input tokens (96% lower; 25x difference).
  • DeepSeek V4 Flash is $14.8 cheaper per 1M output tokens (98.7% lower; 75x difference).
  • GPT-5.4 has 1.42K more context (1x larger).
Head-to-Head Specs
FeatureDeepSeek V4 Flash
(DeepSeek)
GPT-5.4
(OpenAI)
Input Price
prompt tokens per 1M
$0.1$2.5
Completion Price
per 1M tokens
$0.2$15
Sample Workload Cost
1M input + 500K output
$0.2$10
Context Window1.05M1.05M
Release Date

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 $10 for GPT-5.4, saving $9.8 (98% lower).
High-volume input processingDeepSeek V4 FlashLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsDeepSeek V4 FlashLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGPT-5.4A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • DeepSeek V4 Flash (free) can replace DeepSeek V4 Flash when lower sample workload cost matters most: $0.
  • gpt-oss-120b (free) can replace GPT-5.4 when lower sample workload cost matters most: $0.
  • gpt-oss-20b (free) can replace GPT-5.4 when lower sample workload cost matters most: $0.
  • gpt-oss-20b can replace GPT-5.4 when lower sample workload cost matters most: $0.1.
Larger context near this budget
Popular competitors
  • No popular competitor is currently available.

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.

Open provider hubs

DeepSeek catalog

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

Open DeepSeek models

OpenAI catalog

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

Open OpenAI 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...

GPT-5.4

GPT-5.4 is OpenAI’s latest frontier model, unifying the Codex and GPT lines into a single system. It features a 1M+ token context window (922K input, 128K output) with support for...