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TokenMath.net
Updated 2026-10-11 07:55 UTC
Head-to-Head Specification Battle

Claude Sonnet 5 vs DeepSeek-V3 (Legacy API Alias)

Side-by-side technical and economic comparison between Anthropic's Claude Sonnet 5 and DeepSeek's DeepSeek-V3 (Legacy API Alias).

Verdict: DeepSeek-V3 (Legacy API Alias) is about 96% cheaper than Claude Sonnet 5 at a typical 3:1 input-to-output mix ($0.175 vs $4.00 per 1M blended tokens). Claude Sonnet 5 offers the larger context window (1M tokens).
Endpoint Availability & Transition Notice

• DeepSeek-V3 (Legacy API Alias): Classified as a Legacy Reference model (Legacy Reference (API Aliased)).

Claude Sonnet 5 vs DeepSeek-V3 (Legacy API Alias) Pricing & Specs

MetricClaude Sonnet 5DeepSeek-V3 (Legacy API Alias)Advantage
Provider OrganizationAnthropicDeepSeek—
Standard Input / 1M$2.00$0.14DeepSeek-V3 (Legacy API Alias) (93% lower)
Cached Input / 1M$0.20$0.014DeepSeek-V3 (Legacy API Alias) lower
Output / 1M$10.00$0.28DeepSeek-V3 (Legacy API Alias) lower
Context Window1M128kClaude Sonnet 5 (1M)
Max Generation Tokens16.4k8.2kClaude Sonnet 5
Tokenizer FamilyAnthropic Claude BPE (~65k vocabulary)DeepSeek Byte-level BPE (~128k vocabulary)—

Monthly Cost: Claude Sonnet 5 vs DeepSeek-V3 (Legacy API Alias)

Workload (per month)Claude Sonnet 5DeepSeek-V3 (Legacy API Alias)
Chatbot10k requests · 500 in / 200 out$30.00$1.26
RAG app100k requests · 8,000 in / 1,200 out$2,800.00$145.60
Coding agent100k requests · 12,000 in / 2,000 out$4,400.00$224.00

Standard rates, no caching or batch discounts. Model your own numbers below.

Interactive Side-by-Side Cost Simulator

Live Delta
Input Tokens / Req2,500
Output Tokens / Req800
Daily Requests10,000
Claude Sonnet 5
$3,225.00 / month
$0.0108 / request
DeepSeek-V3 (Legacy API Alias)LOWER COST
$124.95 / month
$0.00042 / request
Selecting DeepSeek-V3 (Legacy API Alias) saves $3,100.05 / month (96.1% savings) over Claude Sonnet 5.

When to Choose Claude Sonnet 5

Opt for Claude Sonnet 5 when your engineering requirements prioritize Anthropic's ecosystem, specific tokenizer efficiencies (Calibrated Claude Tokenizer (±3%)), or when your expected prompt-to-completion ratios favor its $2/M input rate.

When to Choose DeepSeek-V3 (Legacy API Alias)

Opt for DeepSeek-V3 (Legacy API Alias) when looking for DeepSeek's tooling integration, specific context window depth (128k tokens), or when output generation volume favors its $0.28/M rate.

Claude Sonnet 5 vs DeepSeek-V3 (Legacy API Alias) FAQ

Is Claude Sonnet 5 cheaper than DeepSeek-V3 (Legacy API Alias)?

At a typical 3:1 input-to-output token mix, DeepSeek-V3 (Legacy API Alias) is about 96% cheaper than Claude Sonnet 5. Claude Sonnet 5 costs $2 per 1M input and $10 per 1M output tokens; DeepSeek-V3 (Legacy API Alias) costs $0.14 and $0.28.

Which has a larger context window, Claude Sonnet 5 or DeepSeek-V3 (Legacy API Alias)?

Claude Sonnet 5 has the larger context window: 1M tokens vs 128k.

Do Claude Sonnet 5 and DeepSeek-V3 (Legacy API Alias) support prompt caching?

Claude Sonnet 5: yes, cached input costs $0.2/1M. DeepSeek-V3 (Legacy API Alias): yes, cached input costs $0.014/1M.