BenchLeader
AlibabaReasoning modelAuto-detected

Qwen3.7 Flash

Not yet ranked: too few independent results so far. Released 27 Jul 2026.

Blended price
$0.052/M
$0.030 in · $0.118 out
Output speed
45 tok/s
First answer
0.63 s
Context
1M
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Reasoning59
  2. Maths45

Reasoning-effort configurations

The same model behaves differently depending on how much it is allowed to think. Each row is one setting, scored only on the benchmarks that were run at that setting. “Default” means the publisher did not say which setting was used.

EffortIndexRankSpeedFirst answerChat reply costCategories
no reasoningbest45 tok/s0.63 s$0.0000Maths 45 · Reasoning 59
default45 tok/s0.63 s$0.0000Maths 46 · Reasoning 60

Benchmark results

One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Reasoning

Benchmarkno reasoningdefaultSource
GPQA Diamond80.8%#11082.3%#101Epoch AI Benchmarking Hub

Maths

Benchmarkno reasoningdefaultSource
FrontierMath Tiers 1–319.3%#7519.3%#75Epoch AI Benchmarking Hub
OTIS Mock AIME77.8%#10786.7%#71Epoch AI Benchmarking Hub

Composite

Benchmarkno reasoningdefaultSource
Epoch Capabilities Indexnot in index144.6#73Epoch AI Benchmarking Hub

Where to run it

Every provider serving this model through OpenRouter, with throughput and first-token latency measured on live traffic over the last 30 minutes and each provider’s own price. Purple marks the best in each column.

ProviderSpeedFirst tokenInput $/MOutput $/MContextQuantisation
Alibaba Cloud Int.45 tok/s0.63 s$0.030$0.1301M

What a task costs

Estimates from list price, output speed and time to first answer for the best configuration. “With caching” assumes three-quarters of the input is served from the prompt cache at $0.003 per 1M. Reasoning tokens are not modelled.

WorkloadTokens in / outCostWith cachingTime
Chat reply400 / 300$0.0000$0.00007.3 s
Summarise a 30-page report12,000 / 600$0.0004$0.000214.0 s
Code edit6,000 / 1,500$0.0004$0.000234.0 s
Agentic coding session60,000 / 4,000$0.0023$0.00111.5 min
Structured extraction2,000 / 200$0.0001$0.00005.1 s

See also

Data as of 9 Sept 2026. Compare these configurations.