Codestral 25.01 vs DeepSeek-R1
Live Unit Economics, TTFT Latency & Reasoning Benchmark Analysis
Which model is better: Codestral 25.01 or DeepSeek-R1?
Verified Performance & Unit Economics Delta
Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.
| Metric / Dimension | Codestral 25.01 | DeepSeek-R1 | Net Delta / Advantage |
|---|---|---|---|
| Input Cost / 1M Tokens | $0.30 | $0.55 | Codestral 25.01 is 1.8x cheaper |
| Output Cost / 1M Tokens | $0.90 | $2.19 | Codestral 25.01 (58.9% lower) |
| Avg TTFT Response Latency | 150ms | 1800ms | Codestral 25.01 (+1650ms faster) |
| SWE-bench Verified (Coding) | 44.2% | 49.2% | DeepSeek-R1 (+5.0% lead) |
| Inference Value Score (IVR) | 99.9 / 100 | 99.9 / 100 | DeepSeek-R1 (+0 pts) |
Interactive Monthly Token Economics & ROI Forecaster
Model your expected production workload across prompt (input) and completion (output) tokens.
Estimated Monthly Spend
$0.3/1M in · $0.9/1M out
$0.55/1M in · $2.19/1M out
When to Choose Codestral 25.01
Choose Codestral 25.01 when you need 256K long-context repository indexing, fill-in-the-middle code completion, and IDE plugin backend. and have an infrastructure budget aligned with $0.30/1M tokens.
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 prioritize DeepSeek ecosystem integration at $0.55/1M tokens.
Related Questions & Decision Factors
Which is cheaper: Codestral 25.01 or DeepSeek-R1?
Codestral 25.01 is cheaper at $0.30/1M input tokens compared to $0.55/1M for DeepSeek-R1.
Which model has lower latency: Codestral 25.01 or DeepSeek-R1?
Codestral 25.01 delivers faster response times with an average TTFT of 150ms vs 1800ms for DeepSeek-R1.
When should you choose Codestral 25.01?
Choose Codestral 25.01 when you need 256K long-context repository indexing, fill-in-the-middle code completion, and IDE plugin backend. and have an infrastructure budget aligned with $0.30/1M tokens.
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 prioritize DeepSeek ecosystem integration at $0.55/1M tokens.