DeepSeek-R1 vs Qwen 2.5 72B Instruct
Live Unit Economics, TTFT Latency & Reasoning Benchmark Analysis
Which model is better: DeepSeek-R1 or Qwen 2.5 72B Instruct?
Verified Performance & Unit Economics Delta
Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.
| Metric / Dimension | DeepSeek-R1 | Qwen 2.5 72B Instruct | Net Delta / Advantage |
|---|---|---|---|
| Input Cost / 1M Tokens | $0.55 | $0.35 | Qwen 2.5 72B Instruct is 1.6x cheaper |
| Output Cost / 1M Tokens | $2.19 | $0.40 | Qwen 2.5 72B Instruct (447.5% lower) |
| Avg TTFT Response Latency | 1800ms | 420ms | Qwen 2.5 72B Instruct (+1380ms faster) |
| SWE-bench Verified (Coding) | 49.2% | 44% | DeepSeek-R1 (+5.2% lead) |
| Inference Value Score (IVR) | 99.9 / 100 | 99.9 / 100 | Qwen 2.5 72B Instruct (+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
$0.35/1M in · $0.4/1M 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 72B Instruct
Choose Qwen 2.5 72B Instruct when you need Open-source dense flagship model offering state-of-the-art multi-language understanding, mathematical reasoning, and JSON generation. and prioritize Alibaba Cloud ecosystem integration at $0.35/1M tokens.
Related Questions & Decision Factors
Which is cheaper: DeepSeek-R1 or Qwen 2.5 72B Instruct?
Qwen 2.5 72B Instruct is cheaper at $0.35/1M input tokens compared to $0.55/1M for DeepSeek-R1.
Which model has lower latency: DeepSeek-R1 or Qwen 2.5 72B Instruct?
Qwen 2.5 72B Instruct delivers faster response times with an average TTFT of 420ms 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 72B Instruct?
Choose Qwen 2.5 72B Instruct when you need Open-source dense flagship model offering state-of-the-art multi-language understanding, mathematical reasoning, and JSON generation. and prioritize Alibaba Cloud ecosystem integration at $0.35/1M tokens.