Data points: 72
The readout for DeepSeek R1 and Gemini 2.0 Pro, before the detailed comparison sheet.
Decision read
DeepSeek R1
DeepSeek R1 currently has the stronger profile, with verified wins split 4 to 2.
Evidence depth
72 data points
Includes 7 benchmark rows, 0 audit samples, and 7 provider examples.
Selection signal
Start with DeepSeek R1
The charts below split 14 high-signal samples across speed, scores, and audit health.
Model compare DeepSeek R1 vs Gemini 2.0 Prodeepseek-r1-vs-gemini-2-0-pro | Model A DeepSeek R1 | Model B Gemini 2.0 Pro |
|---|---|---|
| Overall leader | Leading | Contender |
| Verified metric wins | 4 wins | 2 wins |
| Where it leads | Cheapest input price, Free providers, Provider coverage, Recent tests |
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
| Metric | DeepSeek R1 | Gemini 2.0 Pro |
|---|---|---|
| AIME | 89.3%#5 |
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | DeepSeek R1 | Gemini 2.0 Pro |
|---|---|---|
| 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 R1 | Gemini 2.0 Pro |
|---|---|---|
361 tests | DeepSeek R1 speed / latency 45 tok/s / 1011ms input / output No data |
This report only uses LMSpeed data for DeepSeek R1 and Gemini 2.0 Pro: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | DeepSeek R1 | Gemini 2.0 Pro |
|---|---|---|
| When to choose each model | DeepSeek R1 DeepSeek R1 is stronger when you prioritize Cheapest input price, Free providers, Provider coverage, Recent tests. | Gemini 2.0 Pro Gemini 2.0 Pro is stronger when you prioritize Average speed, First-token latency. |
TL;DR: DeepSeek R1 leads across 72 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from DeepSeek R1 vs Gemini 2.0 Pro into nearby model comparisons with enough verified LMSpeed data.
| Average speed, First-token latency |
| Model metadata | DeepSeek R1 exposes 163.8K tokens; notable signals: Text input, Text output, Tool calling, Structured outputs. | No OpenRouter metadata is available yet for this model. |
|---|---|---|
| Developer | DeepSeek | |
| Context window | 163.8K tokens | No data |
| Max output | 32.8K tokens | No data |
| Released | May 2025 | No data |
| Modalities | Input Text Output Text | No data |
| Features | Text inputText outputTool callingStructured outputsJSON modeReasoning | None listed |
| Parameters | No data | No data |
| Tokenizer | DeepSeek | No data |
| Knowledge cutoff | 2025-03-31 | No data |
| OpenRouter ID | deepseek/deepseek-r1-0528 | No data |
| References | No data | No data |
| MATH-500 | 98.3%#8 | 92.3%#29 |
|---|
| MMLU-Pro | 84.9%#18 | 80.5%#38 |
|---|
| LiveCodeBench | 77.0%#23 | 34.7%#73 |
|---|
| SciCode | 40.3%#45 | 31.3%#87 |
|---|
| GPQA | 81.3%#51 | 62.2%#100 |
|---|
| HLE | 14.9%#52 | 6.8%#79 |
|---|
Gemini 2.0 Pro
speed / latency
87 tok/s / 12318ms
input / output
No data
ocool AI13 tests | DeepSeek R1 speed / latency 104 tok/s / 2242ms input / output No data | Gemini 2.0 Pro speed / latency N/A / N/A input / output No data |
|---|
KKSJ-AI5 tests | DeepSeek R1 speed / latency N/A / N/A input / output No data | Gemini 2.0 Pro speed / latency 49 tok/s / 1774ms input / output No data |
|---|
SanShui API5 tests | DeepSeek R1 speed / latency 6 tok/s / 4163ms input / output No data | Gemini 2.0 Pro speed / latency N/A / N/A input / output No data |
|---|
毫秒API3 tests | DeepSeek R1 speed / latency N/A / N/A input / output No data | Gemini 2.0 Pro speed / latency 70 tok/s / 7126ms input / output No data |
|---|
DeepSeek R1 deepseek-ai/DeepSeek-R1-0528-fast speed / latency No data input / output $1.03/M / $1.03/M | Gemini 2.0 Pro gemini-2.0-pro-exp speed / latency No data input / output $0.014/M / $0.055/M |
DeepSeek R1 ppinfra/deepseek/deepseek-r1-0528 speed / latency No data input / output $1.00/M / $0.500/M | Gemini 2.0 Pro models/gemini-2.0-pro-exp-02-05 speed / latency No data input / output $75.00/M / $75.00/M |
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
