API cost decision in 10 seconds

🔥DeepSeek V4 Flash 0731 vs Aion-3.0

Pick DeepSeek V4 Flash 0731 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 0731 when budget and context both matter.

On the standard 1M input plus 500K output workload, DeepSeek V4 Flash 0731 is estimated at $0.17 vs $6 for Aion-3.0, saving $5.83 (97.2% lower).

Cost-first pickDeepSeek V4 Flash 0731
Context-first pickDeepSeek V4 Flash 0731
Sample savings$5.8397.2%
10x traffic gap$58.3

DeepSeek V4 Flash 0731 is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $58.3. 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 0731 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickDeepSeek V4 Flash 0731Aion-3.0
Input-heavy / RAG5M input + 500K outputDeepSeek V4 Flash 0731$0.49$18
Balanced workload1M input + 1M outputDeepSeek V4 Flash 0731$0.26$9
Output-heavy chatbot1M input + 5M outputDeepSeek V4 Flash 0731$0.98$33
Cheaper input DeepSeek V4 Flash 0731 $0.08 vs $3 / 1M

DeepSeek V4 Flash 0731 is $2.92 cheaper per 1M input tokens (97.3% lower; 37.5x difference).

Cheaper output DeepSeek V4 Flash 0731 $0.18 vs $6 / 1M

DeepSeek V4 Flash 0731 is $5.82 cheaper per 1M output tokens (97% lower; 33.3x difference).

Larger context DeepSeek V4 Flash 0731 1.31M vs 131.07K

DeepSeek V4 Flash 0731 has 1.18M more context (10x larger).

Sample workload DeepSeek V4 Flash 0731 $0.17 vs $6

DeepSeek V4 Flash 0731 is $5.83 cheaper on the standard workload (97.2% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
DeepSeek V4 Flash 0731 Calculating… Estimated API cost
Aion-3.0 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 0731 has the lower input price; DeepSeek V4 Flash 0731 has the lower output price; DeepSeek V4 Flash 0731 offers the larger context window. For the 1M input plus 500K output sample, DeepSeek V4 Flash 0731 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.17 for DeepSeek V4 Flash 0731 and $6 for Aion-3.0.

Best Fit

Choose DeepSeek V4 Flash 0731 when you care most about lower input-token price, lower output-token price, and larger context window.

Choose Aion-3.0 when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Decision Notes
  • On the standard 1M input plus 500K output workload, DeepSeek V4 Flash 0731 is estimated at $0.17 vs $6 for Aion-3.0, saving $5.83 (97.2% lower).
  • DeepSeek V4 Flash 0731 is $5.83 cheaper on the standard workload (97.2% lower).
  • DeepSeek V4 Flash 0731 is $2.92 cheaper per 1M input tokens (97.3% lower; 37.5x difference).
  • DeepSeek V4 Flash 0731 is $5.82 cheaper per 1M output tokens (97% lower; 33.3x difference).
  • DeepSeek V4 Flash 0731 has 1.18M more context (10x larger).
Head-to-Head Specs
Feature🔥DeepSeek V4 Flash 0731
(DeepSeek)
Aion-3.0
(AionLabs)
Input Price
prompt tokens per 1M
$0.08$3
Completion Price
per 1M tokens
$0.18$6
Sample Workload Cost
1M input + 500K output
$0.17$6
Context Window1.31M131.07K
Release Date
Popularity#1

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionDeepSeek V4 Flash 0731On the standard 1M input plus 500K output workload, DeepSeek V4 Flash 0731 is estimated at $0.17 vs $6 for Aion-3.0, saving $5.83 (97.2% lower).
High-volume input processingDeepSeek V4 Flash 0731Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsDeepSeek V4 Flash 0731Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workDeepSeek V4 Flash 0731A 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 0731 when lower sample workload cost matters most: $0.
  • DeepSeek V4 Flash 0423 can replace DeepSeek V4 Flash 0731 when lower sample workload cost matters most: $0.1.
  • Aion-3.0-Mini can replace Aion-3.0 when lower sample workload cost matters most: $1.4.
  • Aion-1.0-Mini can replace Aion-3.0 when lower sample workload cost matters most: $1.4.
Larger context near this budget

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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DeepSeek catalog

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AionLabs catalog

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DeepSeek V4 Flash 0731

DeepSeek V4 Flash 0731 is a sparse mixture-of-experts model from DeepSeek, with 13B active parameters out of 284B total. This re-post-trained revision is suited for coding, reasoning, and agent workflows....

Aion-3.0

Aion-3.0 is a multi-model roleplaying and storytelling system from AionLabs, built on the GLM family of models. It uses a collaborative generation process in which multiple specialized models each contribute...