Data points: 160
Model compare
The readout for DeepSeek V4 Pro and Qwen3.7 Max, before the detailed comparison sheet.
Weighted outcome: Qwen3.7 Max. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
Qwen3.7 Max
Qwen3.7 Max has the higher weighted result; Model A / B score 16 to 84.
Evidence depth
160 data points
Includes 45 benchmark rows, 1 audit samples, and 6 provider examples.
Selection signal
Start with Qwen3.7 Max
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 Max: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | DeepSeek V4 Pro | Qwen3.7 Max |
|---|---|---|
| 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 Max |
|---|---|---|
| Developer | DeepSeek | Qwen |
| Released | Apr 2026 | May 2026 |
| Parameters | No data | No data |
| Tokenizer | DeepSeek | Qwen |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | deepseek/deepseek-v4-pro | qwen/qwen3.7-max |
| References | No data | No data |
This report only uses LMSpeed data for DeepSeek V4 Pro and Qwen3.7 Max: 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 Max
Qwen3.7 Max 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
49.2
Avg. score
Qwen3.7 Max
59.4
Qwen3.7 Max leads by 5.4
Qwen3.7 Max leads by 9.8
Qwen3.7 Max leads by 6.3
Qwen3.7 Max leads by 7.0
Qwen3.7 Max leads by 28.5
Qwen3.7 Max
No data
Qwen3.7 Max leads by 3.7
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
DeepSeek V4 Pro
76.0
Rank #20/127 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner83.0
Rank #9/127 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
60.2 tok/s
Rank #96/139 · confidence 4
Qwen3.7 Max
winner203.1 tok/s
Rank #18/139 · confidence 4
DeepSeek V4 Pro
winner0.98 s
Rank #54/139 · confidence 4
Qwen3.7 Max
1.51 s
Rank #89/139 · confidence 4
DeepSeek V4 Pro
34.05 s
Rank #108/139 · confidence 4
Qwen3.7 Max
winner13.37 s
Rank #80/139 · confidence 4
DeepSeek V4 Pro
winner$0.870/M
Rank #35/163 · confidence 4
Qwen3.7 Max
$7.50/M
Rank #113/163 · confidence 4
DeepSeek V4 Pro
winner$0.544/M
Rank #48/163 · confidence 4
Qwen3.7 Max
$3.75/M
Rank #127/163 · confidence 4
DeepSeek V4 Pro
winner$0.435/M
Rank #67/163 · confidence 4
Qwen3.7 Max
$2.50/M
Rank #133/163 · confidence 4
DeepSeek V4 Pro
87.5%
Rank #9/125 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner89.6%
Rank #1/125 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
90.5%
Rank #17/187 · confidence 4
Qwen3.7 Max
winner92.3%
Rank #8/187 · confidence 4
DeepSeek V4 Pro
12.9
Rank #17/73 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner13.4
Rank #15/73 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
33.5%
Rank #23/186 · confidence 4
Qwen3.7 Max
winner38.1%
Rank #15/186 · confidence 4
DeepSeek V4 Pro
66.3
Rank #38/89 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner69.0
Rank #25/89 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
76.2
Rank #8/17 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner78.3
Rank #2/17 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
75.4
Rank #23/100 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner88.8
Rank #3/100 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
winner80.6
Rank #8/43 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
80.4
Rank #10/43 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
55.4
Rank #26/37 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner60.6
Rank #10/37 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
67.9
Rank #15/26 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner69.7
Rank #12/26 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
46.2
Rank #17/85 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner50.8
Rank #12/85 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
59.4
Rank #18/58 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner66.0
Rank #14/58 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
46.4%
Rank #30/184 · confidence 4
Qwen3.7 Max
winner48.8%
Rank #19/184 · confidence 4
DeepSeek V4 Pro
winner50.0
Rank #22/96 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
48.8
Rank #26/96 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
38.3
Rank #2/4 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner44.5
Rank #1/4 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
95.2
Rank #2/14 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner97.1
Rank #1/14 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
89.8
Rank #2/4 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner90.0
Rank #1/4 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
81.8
Rank #6/59 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner82.8
Rank #5/59 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
winner94.0
Rank #4/90 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
22.9
Rank #88/90 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
88.8
Rank #29/96 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner92.3
Rank #8/96 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
90.1
Rank #14/23 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner92.4
Rank #9/23 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
35.9
Rank #19/96 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner38.1
Rank #14/96 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
44.3
Rank #16/99 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner46.0
Rank #14/99 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
71.7
Rank #31/92 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner79.1
Rank #17/92 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
winner43.3
Rank #18/90 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
30.1
Rank #43/90 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
1269.0
Rank #26/65 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner1296.0
Rank #15/65 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
76.5
Rank #12/86 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner80.5
Rank #3/86 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
48.2
Rank #3/5 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner53.5
Rank #2/5 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
50.3
Rank #22/50 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner64.3
Rank #5/50 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
73.6
Rank #9/22 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner76.4
Rank #5/22 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
17.1
Rank #11/19 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner18.7
Rank #6/19 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
59.8
Rank #14/28 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner65.2
Rank #7/28 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
winner96.2
Rank #10/84 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
94.7
Rank #21/84 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
winner36.4
Rank #13/54 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
30.6
Rank #18/54 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
winner1307.0
Rank #14/54 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
1273.0
Rank #15/54 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
winner40.4
Rank #14/50 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
38.7
Rank #15/50 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
67.9
Rank #17/45 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
winner69.7
Rank #14/45 · confidence 4 · eval date 2026-05-16
DeepSeek V4 Pro
winner77.3
Rank #22/95 · confidence 2 · eval date 2026-04-24
Qwen3.7 Max
73.9
Rank #25/95 · confidence 4 · eval date 2026-05-16
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | DeepSeek V4 Pro | Qwen3.7 Max |
|---|---|---|
Winner: Qwen3.7 Max | DeepSeek V4 Pro deepseek-v4-pro No audit yet | Qwen3.7 Max qwen3.7-max Audit score 84 807284100 |
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | DeepSeek V4 Pro | Qwen3.7 Max |
|---|---|---|
25 tests | DeepSeek V4 Pro speed / latency 41 tok/s / 9833ms input / output No data | Qwen3.7 Max speed / latency 78 tok/s / 14806ms input / output No data |
10 tests | DeepSeek V4 Pro speed / latency 41 tok/s / 5113ms input / output No data | Qwen3.7 Max 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 Max speed / latency N/A / N/A input / output No data |
5 tests | DeepSeek V4 Pro speed / latency 36 tok/s / 12133ms input / output No data | Qwen3.7 Max 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 | Qwen3.7 Max speed / latency N/A / N/A input / output No data |
DeepSeek V4 Pro deepseek-v4-pro speed / latency No data input / output $0.167/M/$0.334/M | Qwen3.7 Max qwen3.7-max speed / latency No data input / output $0/M |
Weighted outcome: Qwen3.7 Max. 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 |
|---|
