DeepSeek-R1 vs Qwen 2.5 Max
Live Unit Economics, TTFT Latency & Reasoning Benchmark Analysis
Which model is better: DeepSeek-R1 or Qwen 2.5 Max?
Verified Performance & Unit Economics Delta
Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.
| Metric / Dimension | DeepSeek-R1 | Qwen 2.5 Max | Net Delta / Advantage |
|---|---|---|---|
| Input Cost / 1M Tokens | $0.55 | $0.28 | Qwen 2.5 Max is 2.0x cheaper |
| Output Cost / 1M Tokens | $2.19 | $0.84 | Qwen 2.5 Max (160.7% lower) |
| Avg TTFT Response Latency | 1800ms | 480ms | Qwen 2.5 Max (+1320ms faster) |
| SWE-bench Verified (Coding) | 49.2% | 44.2% | DeepSeek-R1 (+5.0% lead) |
| Inference Value Score (IVR) | 99.9 / 100 | 99.9 / 100 | Qwen 2.5 Max (+0 pts) |
Interactive Monthly Token Economics & ROI Forecaster
Model your expected production workload across prompt (input) and completion (output) tokens.
Estimated Monthly Spend
$0.55/1M in · $2.19/1M out
$0.28/1M in · $0.84/1M out
When to Choose DeepSeek-R1
Choose DeepSeek-R1 when you need Open-weights chain-of-thought reasoning for complex mathematics, algorithmic programming, and scientific research. and have an infrastructure budget aligned with $0.55/1M tokens.
When to Choose Qwen 2.5 Max
Choose Qwen 2.5 Max when you need High-performance enterprise reasoning across Asian and Western languages with advanced structured output handling. and prioritize Alibaba Cloud ecosystem integration at $0.28/1M tokens.
Related Questions & Decision Factors
Which is cheaper: DeepSeek-R1 or Qwen 2.5 Max?
Qwen 2.5 Max is cheaper at $0.28/1M input tokens compared to $0.55/1M for DeepSeek-R1.
Which model has lower latency: DeepSeek-R1 or Qwen 2.5 Max?
Qwen 2.5 Max delivers faster response times with an average TTFT of 480ms vs 1800ms for DeepSeek-R1.
When should you choose DeepSeek-R1?
Choose DeepSeek-R1 when you need Open-weights chain-of-thought reasoning for complex mathematics, algorithmic programming, and scientific research. and have an infrastructure budget aligned with $0.55/1M tokens.
When should you choose Qwen 2.5 Max?
Choose Qwen 2.5 Max when you need High-performance enterprise reasoning across Asian and Western languages with advanced structured output handling. and prioritize Alibaba Cloud ecosystem integration at $0.28/1M tokens.