SmophyAI

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Real data comparison

DeepSeek: DeepSeek V4.1 Flash (batch) vs Xiaomi: MiMo-V2.6-Flash

On quality, DeepSeek: DeepSeek V4.1 Flash (batch) leads (39.5 vs 37.9). On price, Xiaomi: MiMo-V2.6-Flash is cheaper ($0.18 vs $0.25 per 1M). In real production usage, DeepSeek: DeepSeek V4.1 Flash (batch) is used more (rank #3 vs #10 of 380). Across 18 real task categories where both models have classified traffic, DeepSeek: DeepSeek V4.1 Flash (batch) handles more of the traffic in 18 of them.

  • DeepSeek: DeepSeek V4.1 Flash (batch)
  • Xiaomi: MiMo-V2.6-Flash
Quality (Intelligence Index)39.5 / 37.9
Price ($/1M blended)$0.25 / $0.18
Average usage share15.43% / 5.72%
Best provider uptime100.0% / 100.0%
Context window1,048,576 / 1,050,000
Quality per dollar156.5 pts/$ / 216.6 pts/$

Head-to-head by real task

DeepSeek: DeepSeek V4.1 Flash (batch) leads 18 of 18 shared task categories by real classified traffic share; Xiaomi: MiMo-V2.6-Flash leads 0. Not a benchmark score - this is what developers actually route to each model for, per OpenRouter's task classification.

TaskDeepSeek: DeepSeek V4.1 Flash (batch)Xiaomi: MiMo-V2.6-Flash
DevOps & Config53.6%6.5%
Shell Execution36.2%6.5%
Code Generation37.0%7.5%
Repo Scanning34.7%10.9%
Debugging30.6%7.5%
Security Audit29.4%8.2%
Code Review20.4%3.7%
File I/O24.4%8.3%
Multi-step Planning19.2%5.1%
Tool Dispatch15.8%2.1%
Workflow Execution19.0%5.7%
SQL & Database16.2%7.6%
Research & Reports10.7%2.1%
Web Search10.2%2.5%
Conversation9.6%3.1%
Frontend & UI17.8%12.8%
DevOps16.0%11.7%
Memory Extraction10.5%10.3%

Usage share over time

32.33%24.24%16.16%8.08%0.00%Share of usageSep 10Sep 26Oct 13
  • DeepSeek: DeepSeek V4.1 Flash (batch)
  • Xiaomi: MiMo-V2.6-Flash

Frequently asked questions

DeepSeek: DeepSeek V4.1 Flash (batch) vs Xiaomi: MiMo-V2.6-Flash: which is better quality?

DeepSeek: DeepSeek V4.1 Flash (batch) scores higher on Artificial Analysis's Intelligence Index (39.5 vs 37.9).

DeepSeek: DeepSeek V4.1 Flash (batch) vs Xiaomi: MiMo-V2.6-Flash: which is cheaper?

Xiaomi: MiMo-V2.6-Flash is cheaper at $0.18/1M vs $0.25/1M.

DeepSeek: DeepSeek V4.1 Flash (batch) vs Xiaomi: MiMo-V2.6-Flash: which is used more?

DeepSeek: DeepSeek V4.1 Flash (batch) has higher real OpenRouter usage share (rank #3 vs #10 of 380).

DeepSeek: DeepSeek V4.1 Flash (batch) vs Xiaomi: MiMo-V2.6-Flash: which wins more real-world task categories?

DeepSeek: DeepSeek V4.1 Flash (batch) handles more traffic in 18 of 18 shared task categories where both models have classified OpenRouter usage.

Source: OpenRouter (openrouter.ai/rankings), as of October 14, 2026.

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

Methodology: www.smophy.ai/benchmark/methodology

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