Data points: 39
Model compare
The readout for DeepSeek Coder v2 Instruct and Gemini 2.5 Flash, before the detailed comparison sheet.
Weighted outcome: Gemini 2.5 Flash. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
Gemini 2.5 Flash
Gemini 2.5 Flash has the higher weighted result; Model A / B score 0 to 100.
Evidence depth
39 data points
Includes 0 benchmark rows, 0 audit samples, and 5 provider examples.
Selection signal
Start with Gemini 2.5 Flash
The charts below split 5 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 v2 Instruct and Gemini 2.5 Flash: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | DeepSeek Coder v2 Instruct | Gemini 2.5 Flash |
|---|---|---|
| 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 | 1.0M tokens |
| Max output | No data | 65.5K tokens |
| Modalities | No data | Input FileImageTextAudiovideo |
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 v2 Instruct | Gemini 2.5 Flash |
|---|---|---|
| Developer | DeepSeek | |
| Released | No data | Jun 2025 |
| Parameters | No data | No data |
| Tokenizer | No data | Gemini |
| Knowledge cutoff | No data | 2025-01-31 |
| OpenRouter ID | No data | google/gemini-2.5-flash |
| References | No data | No data |
This report only uses LMSpeed data for DeepSeek Coder v2 Instruct and Gemini 2.5 Flash: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
DeepSeek Coder v2 Instruct
DeepSeek Coder v2 Instruct does not clearly lead in the benchmark or operational dimensions shared by both models.
Gemini 2.5 Flash
Gemini 2.5 Flash 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 v2 Instruct
-
Avg. score
Gemini 2.5 Flash
45.5
Gemini 2.5 Flash
Gemini 2.5 Flash
Gemini 2.5 Flash
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 v2 Instruct | Gemini 2.5 Flash |
|---|---|---|
| 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 v2 Instruct | Gemini 2.5 Flash |
|---|---|---|
0 tests | DeepSeek Coder v2 Instruct deepseek-ai/DeepSeek-Coder-V2-Instruct speed / latency N/A / N/A input / output $1.00/M/$0.500/M | Gemini 2.5 Flash google/gemini-2.5-flash speed / latency N/A / N/A input / output $75.00/M/$75.00/M |
0 tests | DeepSeek Coder v2 Instruct speed / latency N/A / N/A input / output No data | Gemini 2.5 Flash speed / latency N/A / N/A input / output No data |
0 tests | DeepSeek Coder v2 Instruct speed / latency N/A / N/A input / output No data | Gemini 2.5 Flash speed / latency N/A / N/A input / output No data |
0 tests | DeepSeek Coder v2 Instruct speed / latency N/A / N/A input / output No data | Gemini 2.5 Flash speed / latency N/A / N/A input / output No data |
0 tests | DeepSeek Coder v2 Instruct speed / latency N/A / N/A input / output No data | Gemini 2.5 Flash speed / latency N/A / N/A input / output No data |
Weighted outcome: Gemini 2.5 Flash. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Output
| Features | None listed | Text inputImage inputFile inputAudio inputText outputTool callingStructured outputsJSON modeReasoning |
|---|
Gemini 2.5 Flash
Gemini 2.5 Flash
No data
No data
Gemini 2.5 Flash
