API cost decision in 10 seconds

🔥DeepSeek V4 Pro vs Reka Edge

Pick Reka Edge for lower cost; pick DeepSeek V4 Pro only if the larger context window matters more.

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

Budget verdict

Pick Reka Edge for lower cost; pick DeepSeek V4 Pro only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Reka Edge is estimated at $0.15 vs $0.87 for DeepSeek V4 Pro, saving $0.72 (82.8% lower).

Cost-first pickReka Edge
Context-first pickDeepSeek V4 Pro
Sample savings$0.7282.8%
10x traffic gap$7.2

DeepSeek V4 Pro has more context, but Reka Edge saves $0.72 on the standard workload. At 10x that traffic, the same price gap is about $7.2. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Reka Edge stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickDeepSeek V4 ProReka Edge
Input-heavy / RAG5M input + 500K outputReka Edge$2.61$0.55
Balanced workload1M input + 1M outputReka Edge$1.3$0.2
Output-heavy chatbot1M input + 5M outputReka Edge$4.78$0.6
Cheaper input Reka Edge $0.435 vs $0.1 / 1M

Reka Edge is $0.33 cheaper per 1M input tokens (77% lower; 4.35x difference).

Cheaper output Reka Edge $0.87 vs $0.1 / 1M

Reka Edge is $0.77 cheaper per 1M output tokens (88.5% lower; 8.7x difference).

Larger context DeepSeek V4 Pro 1.05M vs 16.38K

DeepSeek V4 Pro has 1.03M more context (64x larger).

Sample workload Reka Edge $0.87 vs $0.15

Reka Edge is $0.72 cheaper on the standard workload (82.8% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
DeepSeek V4 Pro Calculating… Estimated API cost
Reka Edge 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

Reka Edge has the lower input price; Reka Edge has the lower output price; DeepSeek V4 Pro offers the larger context window. For the 1M input plus 500K output sample, Reka Edge 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 $0.15 for Reka Edge.

Best Fit

Choose DeepSeek V4 Pro when you care most about larger context window.

Choose Reka Edge 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, Reka Edge is estimated at $0.15 vs $0.87 for DeepSeek V4 Pro, saving $0.72 (82.8% lower).
  • Reka Edge is $0.72 cheaper on the standard workload (82.8% lower).
  • Reka Edge is $0.33 cheaper per 1M input tokens (77% lower; 4.35x difference).
  • Reka Edge is $0.77 cheaper per 1M output tokens (88.5% lower; 8.7x difference).
  • DeepSeek V4 Pro has 1.03M more context (64x larger).
Head-to-Head Specs
Feature🔥DeepSeek V4 Pro
(DeepSeek)		Reka Edge
(rekaai)
Input Price
prompt tokens per 1M		$0.435$0.1
Completion Price
per 1M tokens		$0.87$0.1
Sample Workload Cost
1M input + 500K output		$0.87$0.15
Context Window1.05M16.38K
Release Date
Popularity#6

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionReka EdgeOn the standard 1M input plus 500K output workload, Reka Edge is estimated at $0.15 vs $0.87 for DeepSeek V4 Pro, saving $0.72 (82.8% lower).
High-volume input processingReka EdgeLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsReka EdgeLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workDeepSeek V4 ProA 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.

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DeepSeek catalog

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

Open DeepSeek models

rekaai catalog

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

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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,...

Reka Edge

Reka Edge is an extremely efficient 7B multimodal vision-language model that accepts image/video+text inputs and generates text outputs. This model is optimized specifically to deliver industry-leading performance in image understanding,...