SmophyAI

Published daily · Next update 02:00 UTC

Real data comparison

DeepSeek: DeepSeek V4 Flash 0423 vs Poolside: Laguna S 2.1 (free)

In real production usage, DeepSeek: DeepSeek V4 Flash 0423 is used more (rank #1 vs #17 of 291). Across 9 real task categories where both models have classified traffic, DeepSeek: DeepSeek V4 Flash 0423 handles more of the traffic in 9 of them.

  • DeepSeek: DeepSeek V4 Flash 0423
  • Poolside: Laguna S 2.1 (free)
Price ($/1M blended)$0.11 / $0.11
Average usage share12.91% / 1.65%
Best provider uptime100.0% / 100.0%
Context window1,048,576 / 1,048,576

Head-to-head by real task

DeepSeek: DeepSeek V4 Flash 0423 leads 9 of 9 shared task categories by real classified traffic share; Poolside: Laguna S 2.1 (free) 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 0423Poolside: Laguna S 2.1 (free)
Memory Extraction22.6%3.3%
DevOps23.0%4.0%
File I/O20.1%2.4%
DevOps & Config23.0%5.6%
SQL & Database19.8%2.8%
Code Generation19.7%3.0%
Repo Scanning19.5%2.9%
Debugging18.5%3.3%
Frontend & UI17.2%4.6%

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
  • Poolside: Laguna S 2.1 (free)

Frequently asked questions

DeepSeek: DeepSeek V4 Flash 0423 vs Poolside: Laguna S 2.1 (free): which is better quality?

Quality data is unavailable for one or both models.

DeepSeek: DeepSeek V4 Flash 0423 vs Poolside: Laguna S 2.1 (free): which is cheaper?

Pricing data is unavailable for one or both models.

DeepSeek: DeepSeek V4 Flash 0423 vs Poolside: Laguna S 2.1 (free): which is used more?

DeepSeek: DeepSeek V4 Flash 0423 has higher real OpenRouter usage share (rank #1 vs #17 of 291).

DeepSeek: DeepSeek V4 Flash 0423 vs Poolside: Laguna S 2.1 (free): which wins more real-world task categories?

DeepSeek: DeepSeek V4 Flash 0423 handles more traffic in 9 of 9 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.