Data points: 154
Model compare
The readout for DeepSeek V4 Pro and Qwen3.7 Plus, before the detailed comparison sheet.
Weighted outcome: Qwen3.7 Plus. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
Qwen3.7 Plus
Qwen3.7 Plus has the higher weighted result; Model A / B score 16 to 84.
Evidence depth
154 data points
Includes 42 benchmark rows, 1 audit samples, and 9 provider examples.
Selection signal
Start with Qwen3.7 Plus
The charts below split 52 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 Qwen3.7 Plus: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | DeepSeek V4 Pro | Qwen3.7 Plus |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 16.0 pts | 84.0 pts |
| Benchmark category leads | 0 categories | 6 categories |
| Operational advantages | Cheapest input price, First-token latency, Free providers, Provider coverage | Average speed |
| Context window | 1.0M tokens | 1M tokens |
| Max output | 384K tokens | 65.5K 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 | Qwen3.7 Plus |
|---|---|---|
| Developer | DeepSeek | Qwen |
| Released | Apr 2026 | Jun 2026 |
| Parameters | No data | No data |
| Tokenizer | DeepSeek | Qwen |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | deepseek/deepseek-v4-pro | qwen/qwen3.7-plus |
| References | No data | No data |
This report only uses LMSpeed data for DeepSeek V4 Pro and Qwen3.7 Plus: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
DeepSeek V4 Pro
DeepSeek V4 Pro has these operational advantages: Cheapest input price, First-token latency, Free providers, Provider coverage.
Qwen3.7 Plus
Qwen3.7 Plus is stronger in benchmark categories (Agents, Coding, Reasoning, Knowledge, Math) and operational dimensions (Average speed).
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
Qwen3.7 Plus
54.6
Qwen3.7 Plus leads by 2.5
Qwen3.7 Plus leads by 4.3
Qwen3.7 Plus leads by 4.3
Qwen3.7 Plus leads by 5.0
Qwen3.7 Plus leads by 21.3
Qwen3.7 Plus
Qwen3.7 Plus
Qwen3.7 Plus leads by 3.8
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
DeepSeek V4 Pro
65.0
Rank #21/84 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
winner74.0
Rank #10/84 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner0.95 s
Rank #27/66 · confidence 4
Qwen3.7 Plus
2.01 s
Rank #48/66 · confidence 4
DeepSeek V4 Pro
winner75.2 tok/s
Rank #41/66 · confidence 4
Qwen3.7 Plus
52.2 tok/s
Rank #58/66 · confidence 4
DeepSeek V4 Pro
winner27.44 s
Rank #48/66 · confidence 4
Qwen3.7 Plus
40.32 s
Rank #54/66 · confidence 4
DeepSeek V4 Pro
winner$0.870/M
Rank #34/162 · confidence 4
Qwen3.7 Plus
$1.60/M
Rank #56/162 · confidence 4
DeepSeek V4 Pro
winner$0.544/M
Rank #47/162 · confidence 4
Qwen3.7 Plus
$0.700/M
Rank #56/162 · confidence 4
DeepSeek V4 Pro
$0.435/M
Rank #66/162 · confidence 4
Qwen3.7 Plus
winner$0.400/M
Rank #60/162 · confidence 4
DeepSeek V4 Pro
87.5%
Rank #9/125 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
winner88.5%
Rank #5/125 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner12.9
Rank #18/73 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
9.1
Rank #24/73 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner90.5%
Rank #18/188 · confidence 4
Qwen3.7 Plus
90.0%
Rank #20/188 · confidence 4
DeepSeek V4 Pro
winner33.5%
Rank #24/187 · confidence 4
Qwen3.7 Plus
33.4%
Rank #26/187 · confidence 4
DeepSeek V4 Pro
winner66.3
Rank #39/89 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
65.0
Rank #47/89 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
50.6
Rank #39/65 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
winner69.3
Rank #3/65 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner76.2
Rank #8/17 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
75.8
Rank #9/17 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner80.6
Rank #8/43 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
77.7
Rank #18/43 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
67.9
Rank #15/26 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
winner70.3
Rank #11/26 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
55.4
Rank #26/37 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
winner57.6
Rank #16/37 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner59.4
Rank #19/59 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
55.9
Rank #26/59 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner50.0
Rank #22/96 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
45.5
Rank #38/96 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner46.4%
Rank #31/185 · confidence 4
Qwen3.7 Plus
45.5%
Rank #35/185 · confidence 4
DeepSeek V4 Pro
winner38.3
Rank #2/4 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
22.7
Rank #4/4 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner95.2
Rank #2/14 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
92.9
Rank #4/14 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner89.8
Rank #2/4 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
86.0
Rank #4/4 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner82.0
Rank #4/56 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
79.6
Rank #8/56 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner94.0
Rank #4/90 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
25.5
Rank #85/90 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
90.1
Rank #15/24 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
winner90.3
Rank #14/24 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner44.3
Rank #17/99 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
39.0
Rank #35/99 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner43.3
Rank #18/90 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
22.2
Rank #70/90 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner35.9
Rank #19/96 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
33.4
Rank #25/96 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
88.8
Rank #29/96 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
winner90.0
Rank #21/96 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner71.8
Rank #21/55 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
63.6
Rank #35/55 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
1260.0
Rank #28/66 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
winner1297.0
Rank #15/66 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
76.5
Rank #12/86 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
winner78.0
Rank #7/86 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
59.8
Rank #14/28 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
winner62.7
Rank #9/28 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner73.6
Rank #10/23 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
73.2
Rank #11/23 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner96.2
Rank #10/84 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
93.0
Rank #29/84 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner24.3
Rank #13/24 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
22.4
Rank #14/24 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner36.4
Rank #14/55 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
20.8
Rank #37/55 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
67.9
Rank #18/46 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
winner70.3
Rank #14/46 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner1306.0
Rank #15/55 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
943.0
Rank #39/55 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner40.3
Rank #15/50 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
22.1
Rank #39/50 · confidence 4 · eval date 2026-06-03
DeepSeek V4 Pro
winner67.4
Rank #19/53 · confidence 2 · eval date 2026-04-24
Qwen3.7 Plus
66.6
Rank #20/53 · confidence 4 · eval date 2026-06-03
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | DeepSeek V4 Pro | Qwen3.7 Plus |
|---|---|---|
Winner: DeepSeek V4 Pro | DeepSeek V4 Pro deepseek-v4-pro Audit score 77 70728084 | Qwen3.7 Plus qwen3.7-plus No audit yet |
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | DeepSeek V4 Pro | Qwen3.7 Plus |
|---|---|---|
25 tests | DeepSeek V4 Pro speed / latency 35 tok/s / 7489ms input / output No data | Qwen3.7 Plus speed / latency 43 tok/s / 32061ms input / output No data |
15 tests | DeepSeek V4 Pro speed / latency 41 tok/s / 9833ms input / output No data | Qwen3.7 Plus speed / latency N/A / N/A input / output No data |
10 tests | DeepSeek V4 Pro speed / latency 41 tok/s / 5113ms input / output No data | Qwen3.7 Plus speed / latency N/A / N/A input / output No data |
5 tests | DeepSeek V4 Pro speed / latency 27 tok/s / 10684ms input / output No data | Qwen3.7 Plus speed / latency N/A / N/A input / output No data |
5 tests | DeepSeek V4 Pro speed / latency 53 tok/s / 13840ms input / output No data | Qwen3.7 Plus speed / latency N/A / N/A input / output No data |
DeepSeek V4 Pro deepseek-v4-pro speed / latency No data input / output $0/M/$0/M | Qwen3.7 Plus qwen3.7-plus speed / latency No data input / output $0.027/M | |
DeepSeek V4 Pro deepseek-v4-pro speed / latency No data input / output $0/request | Qwen3.7 Plus qwen3.7-plus speed / latency No data input / output $0.100/request | |
DeepSeek V4 Pro deepseek-v4-pro-free speed / latency No data input / output $0.0015/request | Qwen3.7 Plus qwen3.7-plus speed / latency No data input / output $0.015/request | |
DeepSeek V4 Pro deepseek-v4-pro speed / latency No data input / output $0.0049/request | Qwen3.7 Plus qwen3.7-plus speed / latency No data input / output $4.11/M |
Weighted outcome: Qwen3.7 Plus. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Output
| Features | Text inputText outputTool callingStructured outputsJSON modeReasoning | Text inputImage inputText outputTool callingStructured outputsJSON modeReasoning |
|---|
