DeepSeek-R1 vs DeepSeek-V4 Flash
Live Unit Economics, TTFT Latency & Reasoning Benchmark Analysis
Which model is better: DeepSeek-R1 or DeepSeek-V4 Flash?
Verified Performance & Unit Economics Delta
Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.
| Metric / Dimension | DeepSeek-R1 | DeepSeek-V4 Flash | Net Delta / Advantage |
|---|---|---|---|
| Input Cost / 1M Tokens | $0.55 | $0.14 | DeepSeek-V4 Flash is 3.9x cheaper |
| Output Cost / 1M Tokens | $2.19 | $0.56 | DeepSeek-V4 Flash (291.1% lower) |
| Avg TTFT Response Latency | 1800ms | 150ms | DeepSeek-V4 Flash (+1650ms faster) |
| SWE-bench Verified (Coding) | 49.2% | 62.4% | DeepSeek-V4 Flash (+13.2% lead) |
| Inference Value Score (IVR) | 99.9 / 100 | 99.9 / 100 | DeepSeek-V4 Flash (+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
$0.14/1M in · $0.56/1M 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 DeepSeek-V4 Flash
Choose DeepSeek-V4 Flash when you need Ultra-low-cost open-weights reasoning and coding with 1M context at unprecedented token generation speeds. and prioritize DeepSeek ecosystem integration at $0.14/1M tokens.
Related Questions & Decision Factors
Which is cheaper: DeepSeek-R1 or DeepSeek-V4 Flash?
DeepSeek-V4 Flash is cheaper at $0.14/1M input tokens compared to $0.55/1M for DeepSeek-R1.
Which model has lower latency: DeepSeek-R1 or DeepSeek-V4 Flash?
DeepSeek-V4 Flash delivers faster response times with an average TTFT of 150ms 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 DeepSeek-V4 Flash?
Choose DeepSeek-V4 Flash when you need Ultra-low-cost open-weights reasoning and coding with 1M context at unprecedented token generation speeds. and prioritize DeepSeek ecosystem integration at $0.14/1M tokens.