SmophyAI

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Real data comparison

DeepSeek: DeepSeek V4 Flash 0423 vs Xiaomi: MiMo-V2.5

On quality, DeepSeek: DeepSeek V4 Flash 0423 leads (51.8 vs 38). On price, DeepSeek: DeepSeek V4 Flash 0423 is cheaper ($0.11 vs $0.18 per 1M). In real production usage, DeepSeek: DeepSeek V4 Flash 0423 is used more (rank #1 vs #2 of 291). Across 18 real task categories where both models have classified traffic, DeepSeek: DeepSeek V4 Flash 0423 handles more of the traffic in 18 of them.

  • DeepSeek: DeepSeek V4 Flash 0423
  • Xiaomi: MiMo-V2.5
Quality (Intelligence Index)51.8 / 38
Price ($/1M blended)$0.11 / $0.18
Average usage share12.91% / 12.72%
Best provider uptime100.0% / 98.9%
Coding index69.1 / 56.8
Agentic index48.4 / 24.4
Context window1,048,576 / 1,050,000
Quality per dollar460.4 pts/$ / 217.1 pts/$

Head-to-head by real task

DeepSeek: DeepSeek V4 Flash 0423 leads 18 of 18 shared task categories by real classified traffic share; Xiaomi: MiMo-V2.5 leads 0. Not a benchmark score - this is what developers actually route to each model for, per OpenRouter's task classification.

TaskDeepSeek: DeepSeek V4 Flash 0423Xiaomi: MiMo-V2.5
Web Search34.1%3.0%
Multi-step Planning25.1%3.4%
Research & Reports22.6%2.3%
Security Audit22.8%3.0%
Conversation22.2%4.2%
Q&A & Knowledge20.2%2.4%
Workflow Execution20.7%4.8%
Memory Extraction22.6%8.7%
Code Review17.3%4.1%
DevOps23.0%11.3%
Code Generation19.7%8.1%
SQL & Database19.8%8.3%
DevOps & Config23.0%12.0%
Debugging18.5%9.0%
File I/O20.1%10.7%
Shell Execution14.5%5.2%
Frontend & UI17.2%14.7%
Repo Scanning19.5%18.1%

Usage share over time

23.98%17.99%11.99%6.00%0.00%Share of usageJul 5Jul 22Aug 8
  • DeepSeek: DeepSeek V4 Flash 0423
  • Xiaomi: MiMo-V2.5

Frequently asked questions

DeepSeek: DeepSeek V4 Flash 0423 vs Xiaomi: MiMo-V2.5: which is better quality?

DeepSeek: DeepSeek V4 Flash 0423 scores higher on Artificial Analysis's Intelligence Index (51.8 vs 38).

DeepSeek: DeepSeek V4 Flash 0423 vs Xiaomi: MiMo-V2.5: which is cheaper?

DeepSeek: DeepSeek V4 Flash 0423 is cheaper at $0.11/1M vs $0.18/1M.

DeepSeek: DeepSeek V4 Flash 0423 vs Xiaomi: MiMo-V2.5: which is used more?

DeepSeek: DeepSeek V4 Flash 0423 has higher real OpenRouter usage share (rank #1 vs #2 of 291).

DeepSeek: DeepSeek V4 Flash 0423 vs Xiaomi: MiMo-V2.5: which wins more real-world task categories?

DeepSeek: DeepSeek V4 Flash 0423 handles more traffic in 18 of 18 shared task categories where both models have classified OpenRouter usage.

Source: OpenRouter (openrouter.ai/rankings), as of August 9, 2026.

Benchmark scores: Artificial Analysis (artificialanalysis.ai) via OpenRouter (openrouter.ai/rankings).

Methodology: smophy.ai/benchmark/methodology

Token counts originate from each provider's own tokenizer and are not directly comparable across providers.