Qwen 3.7 Max
Qwen 3.7 Max is Alibaba’s proprietary flagship model of the Qwen 3.7 series, focused on agentic coding workflows and autonomous operation of up to 35 hours. The model features a one-million-token context window, configurable thinking mode, and native tool-use support. Available exclusively via cloud APIs; Chinese jurisdiction applies.
- Proprietary
- Frontier
- OpenRouter
- Text
- Instruction-Tuned
- Agentic Orchestrator
- Batch
Sovereign Risk: HIGH The model is operated exclusively via the Alibaba Cloud API. Data transmitted through the API is subject to China’s National Security Law (NSL), which may allow state access to data. Local deployment is not possible — no weights are available.
Key metrics
Score · Latency · Cost · Quality
- Total Score Silver
- 75.83
- Routine
- 46.07
- Reasoning
- 29.76
- LLM Judge Avg
- 3.95 / 5
- 100 Coverage
- Avg Task Duration
- 45.32s
- Batch
- Token Rate
- 63.89tok/s
- Output Rate
- P95 Latency
- 85.78s
- Top 5 %
- Total Tokens
- 169800
- Output Volume
- Cost per 1K
- $0.0038
- USD / 1K Requests
- Benchmark Cost
- $0.64
- Total · 169800 tok
Benchmark modules
10 modules · weighted · vs. model median & top performer
Qwen 3.7 Max
Best model
Ø All models
Code Quality
77.76
CLI Benchmark
93
Logical Reasoning
76.19
UX Writing
72.37
Documentation
74.93
Content Transform.
81.69
Cultural Intelligence
78.92
Synthesis Quality
63.33
Tool Execution
76.67
ToolUse Score
60.38
Benchmark Cost
$0.64
Token efficiency & latency
Consumption per module vs. model median
Token consumption per module
Performance profile
Key metrics – legend
Score
- Total Score
- Overall score derived from Routine and Reasoning scores. Basis for the fleet rank and tier assignment (Gold / Silver / Bronze).
- Routine
- Score for standard tasks: code generation, text transformation, structured outputs. Weighted by task complexity.
- Reasoning
- Score for analytical and logical tasks: multi-step problem solving, mathematical reasoning, structured argumentation.
- Rank
- Position in the fleet comparison, sorted by Total Score. Refers to the snapshot at the time of testing.
LLM Judge
- LLM Judge Ø
- Average quality rating by an independent judge model on a scale of 1–5.
- Coverage
- Share of tasks for which a judge rating is available. 100% means all responses were evaluated.
Latency & speed
- Avg. Task Duration
- Average time per task from the first to the last token of the response, measured across all benchmark tasks.
- Token Rate
- Output speed in tokens per second. Relevant for interactive applications and real-time streaming.
- P95 Latency
- 95th percentile of response times — shows outliers. Lower values mean fewer long wait times in edge cases.
Cost
- Cost per 1K
- API price per 1,000 output tokens in US dollars. Basis for cost calculation in production use.
- Benchmark Cost
- Total cost for the complete benchmark run of this model.