Data points: 47
Model compare
The readout for DeepSeek Coder and DeepSeek R1, before the detailed comparison sheet.
Weighted outcome: DeepSeek R1. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
DeepSeek R1
DeepSeek R1 has the higher weighted result; Model A / B score 0 to 100.
Evidence depth
47 data points
Includes 0 benchmark rows, 0 audit samples, and 7 provider examples.
Selection signal
Start with DeepSeek R1
The charts below split 7 high-signal samples across speed, scores, and audit health.
Switch either side of this report to compare another model with the same LMSpeed data pipeline.
Select a different model to open a new comparison URL.
This report only uses LMSpeed data for DeepSeek Coder and DeepSeek R1: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | DeepSeek Coder | DeepSeek R1 |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 0.0 pts | 100.0 pts |
| Benchmark category leads | 0 categories | 0 categories |
| Operational advantages | No data | Cheapest input price, Free providers, Provider coverage |
| Context window | No data | 163.8K tokens |
| Max output | No data | 16K tokens |
| Modalities | No data | Input Text Output Text |
| Features |
The overall result weights benchmark capability categories at 80% and price, API speed/latency, and availability at 20%. Recent test volume does not affect the winner, and missing benchmark categories are excluded.
| Model compare | DeepSeek Coder | DeepSeek R1 |
|---|---|---|
| Developer | No data | DeepSeek |
| Released | No data | May 2025 |
| Parameters | No data | No data |
| Tokenizer | No data | DeepSeek |
| Knowledge cutoff | No data | 2024-07-31 |
| OpenRouter ID | No data | deepseek/deepseek-r1 |
| References | No data | No data |
This report only uses LMSpeed data for DeepSeek Coder and DeepSeek R1: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
DeepSeek Coder
DeepSeek Coder does not clearly lead in the benchmark or operational dimensions shared by both models.
DeepSeek R1
DeepSeek R1 has these operational advantages: Cheapest input price, Free providers, Provider coverage.
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
Compare benchmark category scores on a 0-100 scale. Select a category to inspect the gap.
Avg. score
DeepSeek Coder
-
Avg. score
DeepSeek R1
44.9
DeepSeek R1
DeepSeek R1
DeepSeek R1
DeepSeek R1
DeepSeek R1
DeepSeek R1
DeepSeek R1
DeepSeek R1
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
No shared professional benchmark scores are available yet.
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | DeepSeek Coder | DeepSeek R1 |
|---|---|---|
| No completed audits are available from shared providers yet. | ||
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | DeepSeek Coder | DeepSeek R1 |
|---|---|---|
5 tests | DeepSeek Coder speed / latency N/A / N/A input / output No data | DeepSeek R1 speed / latency 6 tok/s / 4163ms input / output No data |
0 tests | DeepSeek Coder speed / latency N/A / N/A input / output No data | DeepSeek R1 speed / latency N/A / N/A input / output No data |
0 tests | DeepSeek Coder speed / latency N/A / N/A input / output No data | DeepSeek R1 speed / latency N/A / N/A input / output No data |
0 tests | DeepSeek Coder deepseek-coder speed / latency N/A / N/A input / output $1.00/M/$0.500/M | DeepSeek R1 deepseek-r1-0528 speed / latency N/A / N/A input / output $8.00/M |
0 tests | DeepSeek Coder speed / latency N/A / N/A input / output No data | DeepSeek R1 speed / latency N/A / N/A input / output No data |
DeepSeek Coder deepseek-coder speed / latency No data input / output $0/request | DeepSeek R1 deepseek-r1:7b speed / latency No data input / output $0/request | |
DeepSeek Coder deepseek-coder speed / latency No data input / output $0.270/M/$0.270/M | DeepSeek R1 deepseek-r1-250120 speed / latency No data input / output $75.00/M |
Weighted outcome: DeepSeek R1. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
| None listed |
Text inputText outputTool callingStructured outputsJSON modeReasoning |
