Compare · ModelsLive · 2 picked · head to head
DeepSeek V4 Flash vs Qwen3.7 Max
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
Qwen3.7 Max wins on 13/14 benchmarks
Qwen3.7 Max wins 13 of 14 shared benchmarks. Leads in speed · general · coding.
Category leads
speed·Qwen3.7 Maxgeneral·Qwen3.7 Maxcoding·Qwen3.7 Maxreasoning·Qwen3.7 Maxlanguage·Qwen3.7 Maxmath·Qwen3.7 Maxknowledge·Qwen3.7 Max
Hype vs Reality
Attention vs performance
DeepSeek V4 Flash
#39 by perf·#6 by attention
Qwen3.7 Max
#41 by perf·#2 by attention
Best value
DeepSeek V4 Flash
3.9x better value than Qwen3.7 Max
DeepSeek V4 Flash
94.4 pts/$
$0.65/M
Qwen3.7 Max
24.5 pts/$
$2.50/M
Vendor risk
Mixed exposure
One or more vendors flagged
DeepSeek
$3.4B·Tier 1
Alibaba (Qwen)
$293.0B·Tier 1
Head to head
14 benchmarks · 2 models
DeepSeek V4 FlashQwen3.7 Max
Artificial Analysis · Agentic Index
DeepSeek V4 Flash leads by +0.5
Artificial Analysis Agentic Index · a composite score measuring how well a model performs in agentic workflows · multi-step tool use, planning, error recovery, and autonomous task completion. Aggregates results from multiple agentic benchmarks including SWE-bench, tool-use tests, and planning evaluations. The canonical single-number metric for "how good is this model as an agent?"
DeepSeek V4 Flash
31.1
Qwen3.7 Max
30.6
Artificial Analysis · Coding Index
Qwen3.7 Max leads by +9.8
Artificial Analysis Coding Index · a composite score that aggregates performance across multiple coding benchmarks into a single index. Tracks code generation quality, debugging ability, multi-language competence, and real-world software engineering tasks. Used by Artificial Analysis to rank model coding capability in a normalized, comparable format. Useful for developers choosing between models for coding-heavy workloads.
DeepSeek V4 Flash
56.2
Qwen3.7 Max
66.0
Artificial Analysis · Quality Index
Qwen3.7 Max leads by +5.7
DeepSeek V4 Flash
40.3
Qwen3.7 Max
46.0
Dtbench
Qwen3.7 Max leads by +9.8
DeepSeek V4 Flash
77.3
Qwen3.7 Max
87.1
LiveBench · Agentic Coding
Qwen3.7 Max leads by +1.7
DeepSeek V4 Flash
50.0
Qwen3.7 Max
51.7
LiveBench · Coding
Qwen3.7 Max leads by +5.0
DeepSeek V4 Flash
69.2
Qwen3.7 Max
74.2
LiveBench · Data Analysis
Qwen3.7 Max leads by +3.8
DeepSeek V4 Flash
68.0
Qwen3.7 Max
71.8
LiveBench · If
Qwen3.7 Max leads by +10.9
DeepSeek V4 Flash
63.1
Qwen3.7 Max
74.0
LiveBench · Language
Qwen3.7 Max leads by +9.6
DeepSeek V4 Flash
70.1
Qwen3.7 Max
79.7
LiveBench · Mathematics
Qwen3.7 Max leads by +5.6
DeepSeek V4 Flash
79.7
Qwen3.7 Max
85.3
LiveBench · Overall
Qwen3.7 Max leads by +7.0
DeepSeek V4 Flash
67.3
Qwen3.7 Max
74.3
LiveBench · Reasoning
Qwen3.7 Max leads by +12.8
DeepSeek V4 Flash
70.6
Qwen3.7 Max
83.3
Lmca
Qwen3.7 Max leads by +9.6
DeepSeek V4 Flash
42.2
Qwen3.7 Max
51.8
SimpleBench
Qwen3.7 Max leads by +28.9
SimpleBench · tests fundamental reasoning capabilities with straightforward problems designed to expose gaps in basic logical and spatial thinking.
DeepSeek V4 Flash
35.6
Qwen3.7 Max
64.5
Full benchmark table
| Benchmark | DeepSeek V4 Flash | Qwen3.7 Max |
|---|---|---|
Artificial Analysis · Agentic Index Artificial Analysis Agentic Index · a composite score measuring how well a model performs in agentic workflows · multi-step tool use, planning, error recovery, and autonomous task completion. Aggregates results from multiple agentic benchmarks including SWE-bench, tool-use tests, and planning evaluations. The canonical single-number metric for "how good is this model as an agent?" | 31.1 | 30.6 |
Artificial Analysis · Coding Index Artificial Analysis Coding Index · a composite score that aggregates performance across multiple coding benchmarks into a single index. Tracks code generation quality, debugging ability, multi-language competence, and real-world software engineering tasks. Used by Artificial Analysis to rank model coding capability in a normalized, comparable format. Useful for developers choosing between models for coding-heavy workloads. | 56.2 | 66.0 |
Artificial Analysis · Quality Index | 40.3 | 46.0 |
Dtbench | 77.3 | 87.1 |
LiveBench · Agentic Coding | 50.0 | 51.7 |
LiveBench · Coding | 69.2 | 74.2 |
LiveBench · Data Analysis | 68.0 | 71.8 |
LiveBench · If | 63.1 | 74.0 |
LiveBench · Language | 70.1 | 79.7 |
LiveBench · Mathematics | 79.7 | 85.3 |
LiveBench · Overall | 67.3 | 74.3 |
LiveBench · Reasoning | 70.6 | 83.3 |
Lmca | 42.2 | 51.8 |
SimpleBench SimpleBench · tests fundamental reasoning capabilities with straightforward problems designed to expose gaps in basic logical and spatial thinking. | 35.6 | 64.5 |
Pricing · per 1M tokens · projected $/mo at 10M tokens
| Model | Input | Output | Context | Projected $/mo |
|---|---|---|---|---|
| $0.03 | $1.28 | 1.0M tokens (~524 books) | $3.39 | |
| $1.25 | $3.75 | 1.0M tokens (~500 books) | $18.75 |
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