API cost decision in 10 seconds

🔥DeepSeek V4 Pro vs Lyria 3 Pro Preview

Pick Lyria 3 Pro Preview when budget is the priority.

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

Budget verdict

Pick Lyria 3 Pro Preview when budget is the priority.

On the standard 1M input plus 500K output workload, Lyria 3 Pro Preview is estimated at $0 vs $0.87 for DeepSeek V4 Pro, saving $0.87 (100% lower).

Cost-first pickLyria 3 Pro Preview
Context-first pickBoth models
Sample savings$0.87100%
10x traffic gap$8.7

The reported context window is tied, so cost and provider fit carry more weight. At 10x that traffic, the same price gap is about $8.7. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Lyria 3 Pro Preview stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickDeepSeek V4 ProLyria 3 Pro Preview
Input-heavy / RAG5M input + 500K outputLyria 3 Pro Preview$2.61$0
Balanced workload1M input + 1M outputLyria 3 Pro Preview$1.3$0
Output-heavy chatbot1M input + 5M outputLyria 3 Pro Preview$4.78$0
Cheaper input Lyria 3 Pro Preview $0.435 vs $0 / 1M

Lyria 3 Pro Preview is free for input tokens while DeepSeek V4 Pro costs $0.43 per 1M tokens.

Cheaper output Lyria 3 Pro Preview $0.87 vs $0 / 1M

Lyria 3 Pro Preview is free for output tokens while DeepSeek V4 Pro costs $0.87 per 1M tokens.

Larger context Tie 1.05M vs 1.05M

Both models report the same context window at 1.05M tokens.

Sample workload Lyria 3 Pro Preview $0.87 vs $0

Lyria 3 Pro Preview is free for the standard workload while the other model is estimated at $0.87.

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
DeepSeek V4 Pro Calculating… Estimated API cost
Lyria 3 Pro Preview 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

Lyria 3 Pro Preview has the lower input price; Lyria 3 Pro Preview has the lower output price; both models report the same context window. For the 1M input plus 500K output sample, Lyria 3 Pro Preview is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.87 for DeepSeek V4 Pro and $0 for Lyria 3 Pro Preview.

Best Fit

Choose DeepSeek V4 Pro when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Choose Lyria 3 Pro Preview when you care most about lower input-token price, and lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, Lyria 3 Pro Preview is estimated at $0 vs $0.87 for DeepSeek V4 Pro, saving $0.87 (100% lower).
  • Lyria 3 Pro Preview is free for the standard workload while the other model is estimated at $0.87.
  • Lyria 3 Pro Preview is free for input tokens while DeepSeek V4 Pro costs $0.43 per 1M tokens.
  • Lyria 3 Pro Preview is free for output tokens while DeepSeek V4 Pro costs $0.87 per 1M tokens.
  • Both models report the same context window at 1.05M tokens.
Head-to-Head Specs
Feature🔥DeepSeek V4 Pro
(DeepSeek)
Lyria 3 Pro Preview
(Google)
Input Price
prompt tokens per 1M
$0.435$0
Completion Price
per 1M tokens
$0.87$0
Sample Workload Cost
1M input + 500K output
$0.87$0
Context Window1.05M1.05M
Release Date
Popularity#6

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionLyria 3 Pro PreviewOn the standard 1M input plus 500K output workload, Lyria 3 Pro Preview is estimated at $0 vs $0.87 for DeepSeek V4 Pro, saving $0.87 (100% lower).
High-volume input processingLyria 3 Pro PreviewLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsLyria 3 Pro PreviewLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workTieA 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 Pro when lower sample workload cost matters most: $0.
  • DeepSeek V4 Flash can replace DeepSeek V4 Pro when lower sample workload cost matters most: $0.2.
  • R1 Distill Qwen 32B can replace DeepSeek V4 Pro when lower sample workload cost matters most: $0.43.
  • DeepSeek V3.2 can replace DeepSeek V4 Pro when lower sample workload cost matters most: $0.44.
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.

Open provider hubs

DeepSeek catalog

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

Open DeepSeek models

Google catalog

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

Open Google models
DeepSeek V4 Pro

DeepSeek V4 Pro is a large-scale Mixture-of-Experts model from DeepSeek with 1.6T total parameters and 49B activated parameters, supporting a 1M-token context window. It is designed for advanced reasoning, coding,...

Lyria 3 Pro Preview

Full-length songs are priced at $0.08 per song. Lyria 3 is Google's family of music generation models, available through the Gemini API. With Lyria 3, you can generate high-quality, 48kHz...