Data points: 66
Model compare
The readout for DeepSeek V4 Pro and Qwen3 Next 80B A3B Thinking, before the detailed comparison sheet.
Weighted outcome: DeepSeek V4 Pro. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
DeepSeek V4 Pro
DeepSeek V4 Pro has the higher weighted result; Model A / B score 100 to 0.
Evidence depth
66 data points
Includes 0 benchmark rows, 0 audit samples, and 7 provider examples.
Selection signal
Start with DeepSeek V4 Pro
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 V4 Pro and Qwen3 Next 80B A3B Thinking: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | DeepSeek V4 Pro | Qwen3 Next 80B A3B Thinking |
|---|---|---|
| Overall leader | Leading | Contender |
| Weighted overall score | 100.0 pts | 0.0 pts |
| Benchmark category leads | 0 categories | 0 categories |
| Operational advantages | Cheapest input price, Free providers, Provider coverage | No data |
| Context window | 1.0M tokens | 262.1K tokens |
| Max output | 384K tokens | 32.8K tokens |
| Modalities | Input Text Output Text | Input Text |
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 V4 Pro | Qwen3 Next 80B A3B Thinking |
|---|---|---|
| Developer | DeepSeek | Qwen |
| Released | Apr 2026 | Sep 2025 |
| Parameters | No data | 80B / 3B active |
| Tokenizer | DeepSeek | Qwen3 |
| Knowledge cutoff | No data | 2025-09-30 |
| OpenRouter ID | deepseek/deepseek-v4-pro | qwen/qwen3-next-80b-a3b-thinking |
| References | No data | No data |
This report only uses LMSpeed data for DeepSeek V4 Pro and Qwen3 Next 80B A3B Thinking: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
DeepSeek V4 Pro
DeepSeek V4 Pro has these operational advantages: Cheapest input price, Free providers, Provider coverage.
Qwen3 Next 80B A3B Thinking
Qwen3 Next 80B A3B Thinking does not clearly lead in the benchmark or operational dimensions shared by both models.
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 V4 Pro
47.9
Avg. score
Qwen3 Next 80B A3B Thinking
-
DeepSeek V4 Pro
DeepSeek V4 Pro
DeepSeek V4 Pro
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 V4 Pro | Qwen3 Next 80B A3B Thinking |
|---|---|---|
| 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 V4 Pro | Qwen3 Next 80B A3B Thinking |
|---|---|---|
0 tests | DeepSeek V4 Pro speed / latency N/A / N/A input / output No data | Qwen3 Next 80B A3B Thinking speed / latency N/A / N/A input / output No data |
0 tests | DeepSeek V4 Pro speed / latency N/A / N/A input / output No data | Qwen3 Next 80B A3B Thinking speed / latency N/A / N/A input / output No data |
0 tests | DeepSeek V4 Pro speed / latency N/A / N/A input / output No data | Qwen3 Next 80B A3B Thinking speed / latency N/A / N/A input / output No data |
0 tests | DeepSeek V4 Pro speed / latency N/A / N/A input / output No data | Qwen3 Next 80B A3B Thinking speed / latency N/A / N/A input / output No data |
0 tests | DeepSeek V4 Pro speed / latency N/A / N/A input / output No data | Qwen3 Next 80B A3B Thinking speed / latency N/A / N/A input / output No data |
DeepSeek V4 Pro deepseek-v4-pro speed / latency No data input / output $0.118/M/$0.260/M | Qwen3 Next 80B A3B Thinking qwen3-next-80b-a3b-thinking speed / latency No data input / output $0.011/M | |
DeepSeek V4 Pro deepseek-v4-pro speed / latency No data input / output $0.205/M/$0.411/M | Qwen3 Next 80B A3B Thinking qwen3-next-80b-a3b-thinking speed / latency No data input / output $0.205/M |
Weighted outcome: DeepSeek V4 Pro. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Output
| Features | Text inputText outputTool callingStructured outputsJSON modeReasoning | Text inputText outputTool callingStructured outputsJSON modeReasoning |
|---|
DeepSeek V4 Pro
DeepSeek V4 Pro
No data
No data
DeepSeek V4 Pro
