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  5. DeepSeek V3 (March 2024)vsSonar Pro Search
Updated Oct 2025

DeepSeek V3 (March 2024)vsSonar Pro Search

DeepSeek V3 (March 2024) is cheaper than Sonar Pro Search at $0.14/M vs $3/M input tokens.

DeepSeek V3 (March 2024) and Sonar Pro Search compared across 52 shared prompts
SpecDeepSeek V3 (March 2024)Sonar Pro Search
Input price$0.14/M tokens$3/M tokens
Output price$0.28/M tokens$15/M tokens
Context window128K tokens200K tokens
WeightsOpenClosed
Free API (OpenRouter)NoNo
ReleasedMar 2024Oct 2025
Our Verdict
DeepSeek V3 (March 2024)
DeepSeek V3 (March 2024)
Sonar Pro Search
Sonar Pro Search

Not enough votes to call it. On the specs, nothing separates them.

DeepSeek V3 (March 2024) costs 54x less per token.

Too close to call

Reviewing agent-written code?See a Brief PR report

API pricing

Cost per 1M tokens

DeepSeek V3 (March 2024)
Input
$0.14
21× cheaper
Output
$0.28
54× cheaper
Sonar Pro Search
Input
$3.00
Output
$15.00

DeepSeek V3 (March 2024) is cheaper on both: 21× input, 54× output.

Where to run it

5 hosts, cheapest first

DeepSeek V3 (March 2024)4 hosts
HostInOutContextUptime
SSiliconFlowfp8$0.25 in·$1.00 out·164k·97.7% upGGMI Cloudfp8$0.29 in·$1.14 out·164k·99.6% upCCrusoebf16$0.50 in·$1.50 out·164k·100% upDDeepInfrafp4degraded$0.24 in·$0.90 out·164k·92.6% up
Sonar Pro Search1 host
HostInOutContextUptime
Perplexity$3.00 in·$15.00 out·200k·100% up

Per million tokens. Prices and uptime via OpenRouter, checked 11 Sep 2026.

Writing DNA

Style Comparison

Similarity
44%

DeepSeek V3 (March 2024) uses 59.3x more emoji

DeepSeek V3 (March 2024)
Sonar Pro Search
60%Vocabulary60%
20wSentence Length22w
0.71Hedging0.30
6.7Bold2.7
5.8Lists2.6
0.59Emoji0.00
1.29Headings2.08
0.09Transitions0.07
Based on 28 + 25 text responses
Research

What we learned reading every model

FAQ

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