BenchLeader
QwenAuto-detected

Qwen3 0 6B

Best configuration ranks #568 of 610 on the BenchLeader Index at 37.2 ±3.6 (thinking reasoning effort).

Blended price
Output speed
First answer
Context
32k
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index37
  2. Agents & tools34
  3. Knowledge27
  4. Instruction following28
  5. Long context25
  6. Composite35

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
thinkingbest37.2#568Agents & tools 34 · Composite 35 · Instruction following 28 · Knowledge 27 · Long context 25
default36.1#585Agents & tools 36 · Composite 35 · Instruction following 27 · Knowledge 24 · Long context 25

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

BenchmarkthinkingdefaultSource
GPQA Diamond (AA)not in index23.9%#51323.1%#516Artificial Analysis
Humanity's Last Exam (AA)not in index5.6%#3444.9%#386Artificial Analysis

Agents & tools

BenchmarkthinkingdefaultSource
Terminal-Bench Hard0.0%#3450.0%#345Artificial Analysis
τ²-Bench Telecom (AA)not in index21.1%#31214.6%#349Artificial Analysis
BFCL Overall23.9%#68Berkeley Function Calling Leaderboard

Knowledge

BenchmarkthinkingdefaultSource
AA-Omniscience-78.8#457-85.0#471Artificial Analysis

Instruction following

BenchmarkthinkingdefaultSource
IFBench23.3%#37921.9%#386Artificial Analysis

Long context

BenchmarkthinkingdefaultSource
AA-LCR0.0%#4190.0%#419Artificial Analysis

Composite

BenchmarkthinkingdefaultSource
AA Intelligence Index4.8#5274.8#527Artificial Analysis

See also

Data as of 9 Sept 2026. Compare these configurations.