API cost decision in 10 seconds

New🔥Ox Alpha vs DeepSeek V4 Flash Latest

Pick Ox Alpha for lower cost; pick DeepSeek V4 Flash Latest only if the larger context window matters more.

Page updated: 2026-08-23T07:07:52Z Data confirmed: 2026-08-23T13:07:49Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Ox Alpha for lower cost; pick DeepSeek V4 Flash Latest only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Ox Alpha is estimated at $0 vs $0.11 for DeepSeek V4 Flash Latest, saving $0.11 (100% lower).

Cost-first pickOx Alpha

Context-first pickDeepSeek V4 Flash Latest

Sample savings$0.11100%

10x traffic gap$1.05

DeepSeek V4 Flash Latest has more context, but Ox Alpha saves $0.11 on the standard workload. At 10x that traffic, the same price gap is about $1.05. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Ox Alpha stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shape	Token mix	Better pick	Ox Alpha	DeepSeek V4 Flash Latest
Input-heavy / RAG	5M input + 500K output	Ox Alpha	$0	$0.27
Balanced workload	1M input + 1M output	Ox Alpha	$0	$0.17
Output-heavy chatbot	1M input + 5M output	Ox Alpha	$0	$0.69

Cheaper input Ox Alpha $0 vs $0.04 / 1M

Ox Alpha is free for input tokens while DeepSeek V4 Flash Latest costs $0.04 per 1M tokens.

Cheaper output Ox Alpha $0 vs $0.13 / 1M

Ox Alpha is free for output tokens while DeepSeek V4 Flash Latest costs $0.13 per 1M tokens.

Larger context DeepSeek V4 Flash Latest 1.05M vs 1.31M

DeepSeek V4 Flash Latest has 262.14K more context (1.25x larger).

Sample workload Ox Alpha $0 vs $0.11

Ox Alpha is free for the standard workload while the other model is estimated at $0.11.

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

Ox Alpha Calculating… Estimated API cost

DeepSeek V4 Flash Latest 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

Ox Alpha has the lower input price; Ox Alpha has the lower output price; DeepSeek V4 Flash Latest offers the larger context window. For the 1M input plus 500K output sample, Ox Alpha is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0 for Ox Alpha and $0.11 for DeepSeek V4 Flash Latest.

Best Fit

Choose Ox Alpha when you care most about lower input-token price, and lower output-token price.

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

Decision Notes

On the standard 1M input plus 500K output workload, Ox Alpha is estimated at $0 vs $0.11 for DeepSeek V4 Flash Latest, saving $0.11 (100% lower).
Ox Alpha is free for the standard workload while the other model is estimated at $0.11.
Ox Alpha is free for input tokens while DeepSeek V4 Flash Latest costs $0.04 per 1M tokens.
Ox Alpha is free for output tokens while DeepSeek V4 Flash Latest costs $0.13 per 1M tokens.
DeepSeek V4 Flash Latest has 262.14K more context (1.25x larger).

Head-to-Head Specs

Feature	New🔥Ox Alpha (stealth)	DeepSeek V4 Flash Latest (deepseek)
Input Price prompt tokens per 1M	$0	$0.04
Completion Price per 1M tokens	$0	$0.13
Sample Workload Cost 1M input + 500K output	$0	$0.11
Context Window	1.05M	1.31M
Release Date	2026-08-20	2026-08-01
Popularity	#4

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Ox Alpha	On the standard 1M input plus 500K output workload, Ox Alpha is estimated at $0 vs $0.11 for DeepSeek V4 Flash Latest, saving $0.11 (100% lower).
High-volume input processing	Ox Alpha	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	Ox Alpha	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	DeepSeek V4 Flash Latest	A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps

No lower-cost same-provider swap is currently tracked for this pair.

Larger context near this budget

No larger-context model is currently tracked within a close sample-cost band.

Popular competitors

DeepSeek V4 Flash 0731 · DeepSeek · #1
MiMo-V2.5 · Xiaomi · #2
Hy3 · Tencent · #3
DeepSeek V4 Flash 0423 · DeepSeek · #5

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Provider catalogs

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stealth catalog

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deepseek catalog

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Ox Alpha

Ox Alpha is a reasoning model designed for coding, sustained agentic work, and production workloads. It is suited for long-horizon software engineering, complex reasoning, and workflows that combine text with...

DeepSeek V4 Flash Latest

This model always redirects to the latest model in the DeepSeek V4 Flash family.